Publications

COPYRIGHT: The following materials are copyrighted by the corresponding publishers (e.g. ACM, IEEE, Springer Verlag). You should download them only if you accept and obey the terms and restrictions defined by the respective publishers, including only use the downloaded materials for personal or educational purpose. The online version may be slightly older than the printed version available at the respective publisher's website.

2012

Myungcheol Doo and Ling Liu. ``Mondrian Tree: A Fast Index for Spatial Alarm Processing", ACM Transactions on Intelligent Systems and Technology. Special Issue on Social Web Mining.
Kisung Lee, Emre Yigitoglu, Ling Liu, Binh Han, Balaji Palanisamy, Calton Pu. ``RoadAlarm: A Spatial Alarm System on Road Networks", In Proceedings of IEEE Int. Conf. on Data Engineering, April 2013. Australia.
Balaji Palanisamy, Sindhuja Ravichandran, Ling Liu, Binh Han, Kisung Lee, Calton Pu. ``Road Network Mix-zones for Anonymous Location based Services", In Proceedings of IEEE Int. Conf. on Data Engineering. April, 2013, Australia.
Balaji Palanisamy, Ling Liu, Kisung Lee, Aameek Singh and Yuzhe Tang.``Location Privacy with Road network Mix-zones". Proceedings of 8th International Conference on Mobile Ad-hoc and Sensor Networks (MSN'12). Dec. 14-16, 2012.
Shicong Meng, Srinivas Raghav Kashyap, Chitra Venkatramani, and Ling Liu. ``Resource-Aware Application State Monitoring", In: IEEE Transactions on Parallel and Distributed Computing, Vol. 23, 2012.
Yiming Zhang and Ling Liu. "Distance-aware bloom filters: Enabling collaborative search for efficient resource discovery", To appear in: Future Generation Computer Systems.
Rui Zhang, Ling Liu, and Xue Rui. "Role-Based and Time-Bound Access and Management of EHR Data". International Journal of Security and Communication Networks, 2012 Wiley.
Yi Ren, Ling Liu, Xiaojian Liu, Jinzhu Kong, Huadong Dai, Qingbo Wu, Yuan Li. ``A Fast and Transparent Communication Protocol for Co-Resident Virtual Machines", In: Proceedings of 8th IEEE International Conference on Collaborative Computing (CollaborateCom2012), October 14 - 17, 2012 Pittsburgh, Pennsylvania, United States.
Xinxin Fan, Ling Liu, Mingchu Li and Zhiyuan Su. ``EigenTrust++: Attack Resilent Trust Management". Proceedings of 8th IEEE International Conference on Collaborative Computing (CollaborateCom2012), October 14 - 17, 2012 Pittsburgh, Pennsylvania, United States.
Yuehua Wang, Zhong Zhou, Ling Li, Wei Wu. "Replica-aided Load Balancing in Overlay Networks", Journal of Network and Computer Applications (JNCA), 2012.
Shicong Meng, Arun Iyengar, Isabelle Rouvellou, Ling Liu, Kisung Lee, Balaji Palanisamy. ``Reliable State Monitoring in Cloud Datacenters", Proceesings of IEEE Int. Conf. on Cloud Computing (IEEE Cloud 2012), Honolulu, Hawaii, USA on 6/24-6/29, 2012. Acceptance Rate: 48 out of 282 (17%), Best Paper Award.
Shicong Meng and Ling Liu. ``Enhanced Monitoring as a Service for Effective Cloud Management". To appear in IEEE Transactions on Computers. 2012.
Kisung Lee, Ling Liu, Shicong Meng, Balaji Palanisamy. ``Scaling Spatial Alarm Services on Road Networks", Proceedings of IEEE Int. Conf. on Web Services (ICWS 2012), Honolulu, Hawaii, USA on 6/24-6/29, 2012.
Feng Wang, Ling Liu and Chenxiao Dou. ``StockMarket Volatility Prediction: A Service-OrientedMulti-Kernel Learning Approach", Proceedings of IEEE Int. Conf on Service Computing (SCC 2012), Honolulu, Hawaii, USA on 6/24-6/29, 2012. Acceptance Rate: 18%.
Ting Wang, Mudhakar Srivatsa and Ling Liu. `` Fine-Grained Access Control of Personal Data", Proceedings of the 2012 ACM Symposium on Access Control Models and Technologies (SACMAT), Newark, USA,June 20-22, 2012
Yuehua Wang, Zhong Zhou, Ling Liu, Liang Cheng, Wei Wu. ``Topological Similarity-based Scheme for Large-scale Group Communication Services", Proceedings of IEEE 21st Int. Conf on Computer Communication Networks (ICCCN2012), Munich, Germany, July 30 - Aug. 02, 2012.
Shicong Meng, Srinivas R. Kashyap, Chitra Venkatramani and Ling Liu. ''Resource-Aware Application State Monitoring", IEEE Transactions on Paralle and Distributed Systems (TPDS). Vol 23, No., 2012.
Binh Han, Ling Liu and Edward Omiecinski. ``NEAT: Road Network Aware Trajectory Clustering", Proceedings of IEEE Int. Conf on Distributed Computing, 2012.
(13%)
Bernardo N. Yahya, Hyerim Bae, Joonsoo Bae and Ling Liu. ``Tool Support for Process Modeling Using Proximity Score Measurement'', International Journal of Innovative Computing, Information and Control. Vol. 8, No. 7 (B), July 2012. ICIC International 2012 ISSN 1349-4198, pp5381-5399.
Xiaofeng Wang, Ling Liu and Jinshu Su. ``RLM: A General Model for Trust Representation and Aggregation", IEEE Transactions on Service Computing. Vol. 5, No. 1, 2012. pp131-143.
Yuehua Wang, Ling Liu and Calton Pu. ``Scaling Group Communication Services with Self-adaptive and Utility-driven Message Routing", ACM Springer Mobile Networks and Applications (MONET) Journal, Jan 07, 2012.
Yuehua Wang, Zhong Zhou, Lina Liu, Wei Wu. ``Fault Tolerance and Recovery for Group Communication Services in Distributed Networks", JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY. 27(2): 298-312 Mar. 2012.
Hyerim Bae, Dongsoo Kim, Ling Liu and Hajo A. Reijers. ``Special Issue on Intelligent and Innovative Computing in Business Process Management", International Journal of Innovative Computing, Information and Control. Vol. 8, No. 7 (B), July 2012. ICIC International 2012 ISSN 1349-4198, pp5211-5215.
Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal and Ling Liu. ``Microscopic Social Influence", Proceedings of 2012 SIAM International Conference on Data Mining. April 26-28, 2012. Anaheim, California, USA.
53 out of 363 (14.6%)
Qinyuan Feng, Ling Liu and Yafei Dai. ``Vulnerabilities and Countermeasures in Context-Aware Social Rating Services", Special Issue on Context-Aware Web Services for the Future Internet, ACM Transactions on Internet Technology (TOIT). Vol. 11, No. 3, 2012.
Xing Pu, Ling Liu, Yduo Mei, Sankaran Sivathanu, Younggyun Koh, Calton Pu, Yuanda Cao. ``Who is Your Neighbor: Net I/O Performance Interference in Virtualized Cloud'', To appear in IEEE Transactions on Service Computing.
Bernardo Nugroho Yahya, Hyerim Bae, Joonsoo Bae and Ling Liu. ``Tool Support for Process Modeling Using Proximity Score Measurement", International Journal of Innovative Computing, Information and Control (ICIC International) ISSN 1349-4198, Volume 8, Number 7, July 2012. pp1-19.
Hyerim Bae, Dongsoo Kim, Ling Liu and Hajo A. Reijers. ``Intelligent and Innovative Computing in Business Process Management", Guest edtors introduction. International Journal of Innovative Computing, Information and Control, Volume x, Number x, January 2012. ICIC International 2012 ISSN 1349-4198.
HaRim Jung, Yon Dohn Chung, and Ling Liu. ``Processing Generalized k-Nearest Neighbor Queries on a Wireless Broadcast Stream", Information Sciences (188), pp. 64-79, April 2012

2011

Mudhakar Srivatsa, Ling Liu, Arun Iyengar. "EventGuard: A System Architecture for Securing Publish-Subscribe Networks". ACM Trans. Comput. Syst. 29(4): 10 (2011)
Mudhakar Srivatsa, Arun Iyengar, Ling Liu, Hongbo Jiang. "Privacy in VoIP Networks: Flow Analysis Attacks and Defense". IEEE Trans. Parallel Distrib. Syst. 22(4): 621-633 (2011)
Gong Zhang and Ling Liu. ``Why Do Migrations Fail and What Can We Do about It?", Proceedings of Usenix 25th Large Installation System Administration Conference (LISA '11), December 4 ~ 9, 2011, Boston, MA.
Sankaran Sivathanu, Jinpyo Kim, Devaki Kulkarni, and Ling Liu. ``Load-Aware Replay of I/O Traces", WIP in the 9th USENIX Connference on File and Storage Technologies. Feb 15-17, 2011, San Jose, California, USA.
Yuzhe Tang, Ting Wang, Ling Liu, Shicong Meng, Balaji Palanisamy. ``Privacy-Preerving Indexing for eHealth Information Network", Proceedings of the 20th ACM Conference on Information and Knowledge Management, 24-28 October 2011, Glasgow, Scotland.
Chiemi Watanabe, Toshiyuki Amagasa and Ling Liu. ``Privacy Risks and Countermeasures in Publishing and Mining Social Network Data", Proceedings of International Conference on Collaborative Computing (CollaborateCom 2011), Oct. 2011, Orlando, FL. USA. (Invited)
Binh Han, Edward Omiecinski, Leo Mark, Ling Liu, ``OTPM: Failure Handling in Data-intensive Analytical Processing", Proceedings of the 7th International Conference on Collaborative Computing (CollaborateCom 2011), Orlando, Florida, USA, Oct 15-18, 2011.
Yiming Zhang, Ling Liu. ``Distributed Line Graphs: A Universal Technique for Designing DHTs Based on Arbitrary Regular Graphs", Accepted in IEEE Transactions on Knowledge and Data Engineering.
Balaji Palanisamy, Aameek Singh, Ling Liu, Bhushan Jain. ``Purlieus: Locality-aware Resource Allocation for MapReduce in a Cloud", ACM/IEEE International Conference on SuperComputing (SC2011), Seattle WA, Nov. 12-18, 2011. Acceptance Rate: 74 out of 352 (21%)
Yiduo Mei, Ling Liu, Xing Pu, Sankaran Sivathanu, and Xiaoshe Dong. ``Performance Analysis of Network I/O Workloads in Virtualized Data Centers'', IEEE Transactions on Service Computing, 2011.
Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal and Ling Liu. ``Modeling Data Flow in Socio-Information Networks: A Risk Estimation Approach", Proceedings of the proceedings of The ACM Symposium on Access Control Models and Technologies (SACMAT), Innsbruck, Austria, June 15-17, 2011.
Shicong Meng, Ling Liu, and Ting Wang. ``State Monitoring in Cloud Datacenters", IEEE Transactions on Knowledge and Data Engineering, Special Issue on Cloud Data Management. VOL. 23, NO. 9, SEPTEMBER 2011.
Balaji Palanisamy and Ling Liu. ``MobiMix: Protecting Location Privacy with Mix Zones over Road Networks", Proceedings of IEEE International Conference on Data Engineering (ICDE). Hannover, Germany, April 11-16, 2011.
Keke Chen and Ling Liu. ``Geometric Data Perturbation for Privacy Preserving Outsourced Data Mining", Knowledge and Information Systems: An International Journal (KAIS), Springer.
Rui Zhang, Ling Liu, Jiqiang Li and Zhen Han. ``RBTBAC: Secure Access and Management of EHR Data", Proceedings of the Third International Workshop on e-Healthcare Information Security (e-HISec 2011), June 27-29, 2011, London, UK.
Yuehua Wang, Zhong Zhou, Ling Liu, `Qingsong Cuix, Wei Wu. "Efficient Location-Aware Replication Scheme for Reliable Group Communication Applications". Proceedings of the Tenth International Conference on Networks (ICN 2011), January 23-28, 2011 - St. Maarten, The Netherlands Antilles.
Ting Wang and Ling Liu. ``Output Privacy in Data Mining", ACM Transactions on Database Systems. 36(1): 1 (2011).
Bugra Gedik, Kun-Lung Wu, Ling Liu, Philip Yu. ``Load Shedding in Mobile Systems with MobiQual", IEEE Transactions on Knowledge and Data Engineering. 23(2): 248-265 (2011).
Yiming Zhang, Ling Liu, Xicheng Lu and Dongsheng Li. ``Efficient range query processing over DHTs based on the balanced Kautz tree", CONCURRENCY AND COMPUTATION: PRACTICE AND EXPERIENCE. 23(8), pp796-814 (2011), John Wiley \& Sons, Ltd.

2010

Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal and Ling Liu. "Spatio-Temporal Patterns in Network Events". Proceedings of the 6th ACM International Conference on Emerging Networking Experiments and Technologies (CoNEXT 2010).
Matt Weber, Ling Liu, Kipp Jones, Michael J. Covington, Lama Nachman, and Peter Pesti. ``On Map Matching of Wireless Positioning Data: A Selective Lookahead Approach", Proceedings of ACM 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2010) November 2-5 2010 - San Jose, California. pp290-299.
Acceptance Rate: 36 out of 172
Myungcheol Doo, Ling Liu, Nitya Narasimhan, and Venu Vasudevan. "Efficient Indexing Structure for Scalable Processing of Spatial Alarms", Proceedings of ACM 18th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL GIS 2010) November 2-5 2010 - San Jose, California.
Shicong Meng, Ravi Soundararajan, Jennifer Anderson, and Ling Liu. "Tide: Achieving Self-Scaling in Virtualized Datacenter Management Middleware", Proceedings of the Middleware 2010 (ACM/IFIP/USENIX 11th International Middleware Conference) November 29 - December 3, 2010 Bangalore, India.
Peter Pesti, Ling Liu, Bhuvan Bamba, Arun Iyengar, Matt Weber. ``RoadTrack: Scaling Location Updates for Mobiles on Road Networks with Query Awareness", PVLDB 3(2): 1493-1504 (2010) Proceedings of the 36th International Conference on Very Large Data Bases, Singapore, Sept 13-17, 2010.
Sankaran Sivathanu, Cristian Ungureanu, and Ling Liu. ``Modeling the Performance and Energy of Storage Arrays", The 1st IEEE INTERNATIONAL GREEN COMPUTING CONFERENCE (IGCC 2010) Chicago, IL, USA, August 15-18, 2010.
Qinyuan Feng, Ling Liu, Yan Sun, Ting Yu, Yafei Dai. ``Enhancing Personalized Ranking Quality through Multidimensional Modeling of Inter-item Competition", Proceedings of 2010 International Conference on Collaborative Computing (CollaborateCom 2010), (IEEE Press), Chicago, Illinois, USA, October 9-12, 2010.
Yuehua Wang, Ling Liu, Calton Pu, Gong Zhang. ``An Utility-driven Routing Scheme for Scalling Multicast Applications", Proceedings of 2009 International Conference on Collaborative Computing (CollaborateCom 2010), (IEEE Press), Chicago, Illinois, USA, October 9-12, 2010.
Muhammad Bilal Anwer, Ankur Nayak, Nick Feamster, Ling Liu. ``Network I/O Fairness in Virtual Machines", Proceedings of the Second ACM SIGCOMM workshop on Virtualized Infrastructure Systems and Architectures (VISA 2010), co-located with ACM SIGCOMM 2010, New Delhi, India, August-September 2010.
Gong Zhang, Ling Liu, and Larry Chiu. ``Adaptive Data Migration in Multi-tiered Storage Based Cloud Environment", Proceedings of the 3rd IEEE International Conference on Cloud Computing (Cloud2010). July5-10, 2010, Miami, Florida, USA.
Yiduo Mei, Ling Liu, Xing Pu, Sankaran Sivathanu. ``Performance Measurements and Analysis of Network I/O Applications in Virtualized Cloud". Proceedings of the 3rd IEEE International Conference on Cloud Computing (Cloud2010). July5-10, 2010, Miami, Florida, USA.
Sankaran Sivathanu, Ling Liu, Mei Yiduo, Xing Pu. ``Storage Management in Virtualized Cloud Environment", Proceedings of the 3rd IEEE International Conference on Cloud Computing (Cloud2010). July5-10, 2010, Miami, Florida, USA.
Xing Pu, Ling Liu, Yiduo Mei, Sankaran Sivathanu, Younggyun Koh, Calton Pu. ``Understanding Performance Interference of I/O Workload in Virtualized Cloud Environments", Proceedings of the 3rd IEEE International Conference on Cloud Computing (Cloud2010). July5-10, 2010, Miami, Florida, USA.
Rui Zhang and Ling Liu. ``Security Models and Requirements for Healthcare Application Clouds", Proceedings of the 3rd IEEE International Conference on Cloud Computing (Cloud2010). July5-10, 2010, Miami, Florida, USA.
Shicong Meng and Ling Liu and Jianwei Yin. ``Scalable and Reliable IPTV Service Through Collaborative Request Dispatching", Proceedings of the 8th IEEE International Conference on Web Services (ICWS2010). July5-10, 2010, Miami, Florida, USA. pp 179-186
Gong Zhang, Larry Chiu, Clem Dickey, Ling Liu, Paul Muench, Sangeetha Seshadri. ``Automated Lookahead Data Migration in SSD-enabled Multi-tiered Storage Systems'', Proceedings of the 26th IEEE Symposium on Massive Storage Systems and Technologies (MSST2010), Nevada, USA, May 3-7, 2010.
Ting Wang and Ling Liu. ``Execution Assurance for Massive Computing Tasks", IEICE Transactions on Information and Systems, Vol. E93-D, No. 6 (June 2010). Special session on Info-Plosion.
Qinyuan Feng, Yan Lindsay Sun, Ling Liu, Yafei Yang, Yafei Dai. ``Voting Systems with Trust Mechanisms in Cyberspace: Vulnerabilities and Defenses", IEEE Transactions on Knowledge and Data Engineering.
Anand Murugappan and Ling Liu. ``An Energy Efficient Middleware Architecture for Processing Spatial Alarms on Mobile Clients", International Journal of Mobile Networks and Applications (MONET), 15(4): 543-561 (2010) Springer, Special issues on Mobility of Systems, Users, Data and Computing.
James Caverlee, Ling Liu, Steve Webb. ``The SocialTrust framework for trusted social information management: Architecture and algorithms", Information Science, 180(1): 95-112 (2010).
Yan Hua, Keke Chen, Ling Liu, Zhang Yi. ``SCALE: a scalable framework for efficiently clustering transactional Data", Data Mining and Knowledge Discovery (Springer). 20 (1) 1-27 (2010)
Ling Liu, Bhuvan Bamba, Myungcheol Doo, Peter Pesti and Matt Weber. ``mTrigger: An Event-based Framework for Location-based Mobile Triggers", Chapter 16 in Principles and Applications of Distributed Event-based Systems, edited by Alejandro Buchmann and Annika Hinze. Publisher: Information Science Reference 2010: 369-393
Eladio Martin, Ling Liu, Michael Covington, Peter Pesti and Matthew Weber. ``Positioning Technologies in Location-Based Services", In: Location-Based Services Handbook: Applications, Technologies, and Security, edited by Syed Ahson (Chapter 1).
HaRim Jung, ByungKu Cho, Yon Dohn Chung, and Ling Liu. ``On Processing Location Based Top-k Queries in the Wireless Broadcasting System", Proceedings of ACM Symposium On Applied Computing, March 22-26, 2010, EPFL, Lausanne, Switzerland. pp585-591.
Shicong Meng, Ting Wang, Ling Liu. ``Monitoring Continuous State Violation in Datacenters: Exploring the Time Dimension", 26th IEEE International Conference on Data Engineering, March 1-6, 2010, Long Beach, California, USA. pp968-979. Acceptance Rate: 1/8
Ting Wang and Ling Liu. ``XColor: Protecting General Proximity Privacy", 26th IEEE International Conference on Data Engineering, March 1-6, 2010, Long Beach, California, USA
Ting Wang and Ling Liu. ``Output Privacy in Stream Mining". Chapter 6 in {\em Privacy-Aware Knowledge Discovery: Novel Applications and New Techniques}, Edited by Francesco Bonchi and Elena Ferrari, Chapman \& Hall/CRC Press. 2010. pp141-158.
Bhuvan Bamba, Ling Liu and Philip S. Yu. ``A Motion-Aware Safe Period-based Framework for Spatial Alarm Processing", International Journal of Computer Systems Science and Engineering - Special Issue on Mobile Data Management: Models, Methodologies and Services. IJCSSE Vol 25 No 4 May 2010.
li>Hua Yan, Keke Chen, and Ling Liu. `` Determining the Best K for Clustering Transactional Datasets: A Coverage Density-based Approach'', International Journal of Data & Knowledge Engineering , 20(1): 1-27 (2010) North Holland.
Ling Liu, Bhuvan Bamba, Myungcheol Doo, Peter Pesti and Matt Weber. ``mTrigger: An Event-based Framework for Location-based Mobile Triggers", Chapter 16 in Principles and Applications of Distributed Event-based Systems, edited by Alejandro Buchmann and Annika Hinze. Publisher: Information Science Reference 2010: 369-393

2009

Ling Liu, M. Tamer Oszu: Encyclopedia of Database Systems, Springer US 2009.
Mudhakar Srivatsa, Arun Iyengar, Ling Liu. "Privacy in VoIP Networks: A k-Anonymity Approach". IEEE INFOCOM 2009: 2856-2860
Mudhakar Srivatsa, Arun Iyengar, Jian Yin, Ling Liu: "Scalable key management algorithms for location-based services". IEEE/ACM Trans. Netw. 17(5): 1399-1412 (2009)
Anand Murugappan and Ling Liu. ``An Energy Efficient Middleware Architecture for Processing Spatial Alarms on Mobile Clients", International Journal Mobile Networks and Applications Springer. Jan. 2010.
Jae-Yoon Jung, Joonsoo Bae, and Ling Liu. ``Hierarchical Clustering of Business Process Models", International Journal of Innovative Computing, Information and Control. Vol. 5, No. 12, Dec. 2009. ICIC International, ISSN 1349-4198. pp1-11.
Eladio Martin, Ling Liu, Matt Weber, Peter Pesti, M. Woodward. ``Unified analytical models for location management costs and optimum design of location areas", Proceedings of 2009 International Conference on Collaborative Computing (CollaborateCom 2009), Washington D.C., Nov. 12-14, 2009. (IEEE Press)
Ling Liu. "Privacy and location anonymization in location-based services". SIGSPATIAL Special 1(2): 15-22 (2009)
Ting Wang and Ling Liu. ``Privacy-Aware Mobile Services over Road Networks". Proceedings of the 35th International Conference on Very Large Data Bases (VLDB'09). PVLDB 2(1): 1042-1053 (2009)
Sangeetha Seshadri, Vibhore Kumar, Brian F. Cooper, Ling Liu. ``A Distributed Stream Query Optimization Framework Through Integrated Planning and Deployment". IEEE Transactions on Parallel and Distributed Systems (TPDS), 20(10): 1439-1453 (2009).
Ting Wang, Mudhakar Srivatsa, Dakshi Agrawal and Ling Liu, ``Learning Indexing and Diagnosing Network Faults", Proceedings of the 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Paris, June 28-July 1, 2009. 857-866.
Bhuvan Bamba, Ling Liu, Philip Yu, Arun Iyengar. ``Distributed Processing of Spatial Alarms: A Safe Region-based Approach", Proceedings of IEEE Int. Conf. on Distributed Computing (ICDCS 2009), June 22-26, in Montreal, Quebec, Canada. pp207-214.
Acceptance Rate: 16% (74 out of 455).
Shicong Meng, Srinivas Kashyap, Chitra Venkatramani, and Ling Liu. ``REMO: Resource-Aware Application State Monitoring for Large-Scale Distributed Systems", Proceedings of IEEE Int. Conf. on Distributed Computing (ICDCS 2009), June 22-26, in Montreal, Quebec, Canada. pp 248-255.
Acceptance Rate: 16% (74 out of 455).
Yiming Zhang, Ling Liu, Xicheng Lu, Dongsheng Li. ``DHT-Based Range Query Processing for Web Service Discovery'', Processing of the IEEE 2009 International Conference on Web Services (ICWS 2009), July 6-10, 2009, Los Angeles, CA, USA. pp 474-484.
Gong Zhang, Ling Liu, Sangeetha Seshadri, Bhuvan Bamba, and Yuehua Wang. ``Scalable and reliable location services through decentralized replication'', Proceedings of the IEEE 2009 International Conference on Web Services (ICWS 2009), July 6-10, 2009, Los Angeles, CA, USA. pp 631-638.
Yan Hua, Keke Chen, Ling Liu. ``SCALE: A Scalable Framework for Efficiently Clustering Transactional Data", Data Mining and Knowledge Discovery (Springer). 68(1): 28-48 (2009)
Aameek Singh, Mudhakar Srivatsa, Ling Liu. ``Search-as-a-Service: Outsourced Search over Outsourced Storage", ACM Transactions on the Web (TWEB). TWEB 3(4): (2009)
Keke Chen and Ling Liu. ``Privacy-preserving Multiparty Collaborative Mining with Geometric Data Perturbation", IEEE Transactions on Parallel and Distributed Systems (TPDS), 2009.
Keke Chen and Ling Liu. ``HE-Tree: a Framework for Detecting Changes of Clustering Structure in Categorical Data Streams", International Journal of Very Large Databases.
Sangeetha Seshadri, Lawrence Chiu, Ling Liu. ``A Systematic Approach to System State Restoration during Storage Controller Micro-Recovery". Proceedings of the 7th USENIX Conference on File and Storage Technologies (FAST '09). February 24-27, 2009, San Francisco, CA283-296.
Ting Wang, Shicong Meng, Bhuvan Bamba, Ling Liu, and Calton Pu. '' A General Proximity Privacy Principle". Proceedings of the 25th IEEE International Conference on Data Engineering (ICDE 2009).
Mudhakar Srivatsa and Ling Liu. ``Mitigating Denial of Service Attacks on an Overlay Network: A Location Hiding Approach", IEEE Transactions on Parallel and Distributed Systems (TPDS), 20(4): 512-527 (2009).
James Caverlee and Ling Liu. ``A Parameterized Approach to Spam-Resilient Link Analysis of the Web", IEEE Transactions on Parallel and Distributed Systems (TPDS), 20(10): 1422-1438 (2009).

2008

Sangeetha Seshadri, Ling Liu, Lawrence Chu. ``Recovery scopes, recovery groups, and fine-grained recovery in enterprise storage controllers with multi-core processors", IBM Systems Journal, 2008.
Ting Wang and Ling Liu. ``From Data Privacy To Location Privacy". A Chapter in Machine Learning in Cyber Trust: Reliability, Security, Privacy. Editors: Jeffery Tsai and Philip Yu. Publisher: Springer-Verlag, 2008.
Bhuvan Bamba, Ling Liu, Philip S. Yu, Gong Zhang and Myungcheol Doo. ``Scalable Processing of Spatial Alarms", Proceedings of the 15th Annual IEEE International Conference on High Performance Computing (HiPC 2008), December 17-20, 2008, Bangalore, India. 232-244. Acceptance Rate: 15% (46 out of 319)
Keke Chen and Ling Liu. ``A Survey of Multiplicative Perturbation for Privacy-preserving Data Mining", Chapter 7 of Privacy-Preserving Data Mining: Models and Algorithms, Charu C. Aggarwal and Philip Yu (Eds), Springer-Verlag, 2008. pp176-179.
Keke Chen and Ling Liu. ``Best K: Critical Clustering Structures in Categorical Datasets", Knowledge and Information Systems (KAIS), Springer.
Aameek Singh, Ling Liu, Mustaque Ahamad. ``Privacy Analysis and Enhancements for Data Sharing in *nix Systems", International Journal of Information and Computer Security (IJICS), 2008.
Ting Wang, Chang-shing Perng, Tao Tao, Chungqiang Tang, Edward So, Chun Zhang, Rong Chang1, and Ling Liu. ``A Temporal Data-Mining Approach for Discovering End-to-End Transaction Flows", Proceedings of IEEE 2008 International Conference on Web Services (ICWS 2008), September 23-26, 2008. Beijing, China. 37-44. Acceptance rate: 16%
Anand Murugappan and Ling Liu. ``A Energy Efficient Approach to Processing Spatial Alarms on Mobile Clients", Proceedings of the ISCA 17th International Conference on Software Engineering and Data Engineering (SEDE-2008), June 30 - July 2, 2008, at the Omni Los Angeles Hotel at California Plaza, Los Angeles, California, USA. SEDE 2008: 246-251. Best Paper Award in data engineering.
Bhuvan Bamba, Sangeetha Seshadri, Ling Liu. ``Scaling Location-based Services with Dynamically Composed Location Index", Proceedings of the 2008 IEEE Int. Conference on Service Computing (SCC), July 8-11, 2008, Honolulu, Hawaii, USA. 453-460.
Sangeetha Seshadri, Vibhore Kumar, Brian Cooper, Bhuvan Bamba, Gong Zhang, Ling Liu, Karsten Schwan. "Grouping Distributed Stream Query Services by Operator Similarity and Network Locality", Proceedings of the 2008 IEEE Int. Conference on Service Computing (SCC), July 8-11, 2008, Honolulu, Hawaii, USA.
Jae-Yoon Jung, Joonsoo Bae, Ling Liu: Hierarchical Business Process Clustering. IEEE SCC (2) 2008: 613-616
Li Lin, Zhenglu Yang, Ling Liu, Masaru Kitsuregawa. ``Query-URL Bipartite based Approach to Personalized Query Recommendation", Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence (AAAI-08) to be held July 13 - 17 in Chicago, Illinois, USA. pp1189-1194.
Acceptance Rate: 24% (227 out of 937).
James Caverlee, Ling Liu, Steve Webb. ``SocialTrust: Tamper-Resilient Trust Establishment in Online Communities", Proceedings of the International Joint Conference on Digital Libraries (JDL 2008), June 16-20, 2008 - Pittsburgh, Pennsylvania. 104-114.
Yiming Zhang, Ling Liu, Dongsheng Li and Xicheng Lu. ``Distributed Line Graphs: A Universal Framework for Building DHTs Based on Arbitrary Constant-Degree Graphs", Proceeding of IEEE International Conference on Distributed Computing (ICDCS 2008), June 14-20, 2008, Beijing. pp152-159. Acceptance Rate: 16%
Mudhakar Srivatsa, Arun Iyengar, Jian Yin and Ling Liu. ``Mitigating Application Level Denial of Service Attacks on Web Servers: A Client Transparent Approach". ACM Transactions on the Web (TWEB), Vol 2. article 15. (This article is featured in MIT Technology Review Sept/oct. 2008)
Mudhakar Srivatsa, Arun Iyengar, and Ling Liu. "Preserving Caller Anonymity in Voice-over-IP Networks", Proceedings of the IEEE Symposium on Security and Privacy, May 18-21, 2008 pp.50-63. The Claremont Resort, Berkeley/Oakland, California, USA
Acceptance Rate: 11% (28 out of 249) 28 out of 249)
Bhuvan Bamba, Ling Liu, Peter Pesti and Ting Wang. "Supporting Anonymous Location Queries in Mobile Environments with PrivacyGrid", Proceedings of 17th International World Wide Web Conference (WWW'08), Beijing, China, April 2008. 237-246. Acceptance Rate: 11% (90 out of 880).
James Caverlee, Ling Liu, Steve Webb. "Towards robust trust establishment in web-based social networks with socialtrust". WWW 2008: 1163-1164
Sangeetha Seshadri, Lawrence Chiu, Cornel Constantinescu, Subashini Balachandran, Clem Dickey, and Ling Liu. ``Enhancing Storage System Availability on Multi-Core Architectures with Recovery-Conscious Scheduling", Proceedings of the 6th USENIX Conference on File and Storage Technologies (FAST'08), February 26-29, 2008, in San Jose, CA. 143-158.
Mudhakar Srivatsa, Arun Iyengar, Jian Yin and Ling Liu. ``Access Control in Location-based Broadcast Services", Proceedings of The 27th IEEE International Conference on Computer Communications (INFOCOM 2008), Phoenix, Arizona. pp. 256-260.
Acceptance rate: 21% (236 out of 1160).
Ting Wang and Ling Liu. ``Butterfly: Protecting Output Privacy in Stream Mining", Proceedings of the 2008 IEEE International Conference on Data Engineering (ICDE 2008), April 7-12, 2008, Cancun, Mexico. 1170-1179. pp.
Aameek Singh and Ling Liu. ``SHAROES: A Data Sharing Platform for Outsourced Enterprise Storage Environments", Proceedings of the 2008 IEEE International Conference on Data Engineering (ICDE 2008), April 7-12, 2008, Cancun, Mexico. 993-1002.
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, and Ling Liu. ``MobiQual: QoS-aware Load Shedding in Mobile CQ Systems", Proceedings of the 2008 IEEE International Conference on Data Engineering (ICDE 2008), April 7-12, 2008, Cancun, Mexico. 1121-1130.
Jianjun Zhang, Ling Liu, Lakshmish Ramaswamy, Calton Pu: PeerCast: Churn-resilient end system multicast on heterogeneous overlay networks. J. Network and Computer Applications 31(4): 821-850 (2008)
Bugrg Gedik and Ling Liu. ``Protecting Location Privacy with Personalized k-Anonymity: Architecture and Algorithms". IEEE Transactions on Mobile Computing. 7(1): 1-18 (2008)
(This article was featured in PHYSORG.com Technology Section, December 2007).

2007

Jianjun Zhang, Ling Liu, Gong Zhang, Lakshmish Ramawamy. ``A Utility-Aware Middleware Architecture for Decentralized Group Communication Applications", Proceedings of ACM/IFIP/USENIX 8th International Middleware Conference. Newport Beach, Orange County, California, USA. November 26th - 30th, 2007. Acceptance Rate: 20% (22 out of 107)
Jialie Shen, John Shepherd, Bin Cui. and Ling Liu. ``Intelligent Music Information Systems: tools and methodologies", IGI Global, 2007. ISBN 978 159904663-1. 363 pages.
Cui Bin, Ling Liu, Calton Pu, Jialei Shen, Kian-Lee Tan. ``QueST: Querying Music Databases by Acoustic and Textual Features", Proceedings of ACM Multimedia, Augsburg, Germany, September 24 - 29, 2007.
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, and Ling Liu. "GRUBJOIN: An Adaptive, Multi-Way, Windowed Stream Join with Time Correlation-Aware CPU Load Shedding", IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No.10, 2007. pp1361-1380. (ISBN: 1041-4374).
Kipp Jones and Ling Liu. ``Map-matching: Towards Improving Wireless Positioning", Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous 2007). August 6-10, 2007, Philadelphia, PA. AR: 22.6% (27 out of 119).
Anand Murugappan and Ling Liu. ``A SpatioTemporal Placement Model for Caching Location Dependent Queries", Proceedings of the 4th Annual International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous 2007). August 6-10, 2007, Philadelphia, PA. AR: 22.6% (27 out of 119).
James Caverlee and Ling Liu. ``Countering Web Spam with Credibility-Based Link Analysis", Proceedings of the 26th ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC) 2007, to be held in Aug 12-16, Portland, OR.
AR: 15% (32 out of 204)
Li Xiong, Subramanyam Chitti, and Ling Liu. ``Protecting Data Privacy in Outsourcing Data Aggregation Services", ACM Transactions on Internet Technology}, Special Issue on the Internet and Outsourcing. Volume 7, No. 3 (August 2007) Article 17, pp1-28. (ISSN: 1533-5399)
Bugra Gedik, Ling Liu, and Philip Yu. ``ASAP: An Adaptive Sampling Approach to Data Collection in Sensor Networks", IEEE Transactions on Parallel and Distributed Computing (TPDS).
Joonsoo Bae, Ling Liu, James Caverlee, Liang Jie Zhang, Hyerim Bae. ``Development of Distance Measures for Process Mining, Discovery, and Integration", International Journal of Web Services Research (JWSR).
Jianjun Zhang, Gong Zhang, Ling Liu. ``GeoGrid: A Scalable Location Service Network". Proceedings of 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007). Acceptance Rate: 13% (71 out of 528).
Mudhakar Srivatsa and Ling Liu. "Secure Event Dissemination in Content-Based Publish-Subscribe Networks". Proceedings of 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007). Acceptance Rate: 13% (71 out of 528).
Aameek Singh, Mudhakar Srivatsa, Ling Liu. ``Efficient and Secure Search of Enterprise File Systems", Proceedings of IEEE International Conference on Web Services (ICWS 2007), July 9-13, 2007, Salt Lake City, Utah, USA. AR: 18%
Sangeetha Seshadri, Lawrence Chiu, Karan Gupta, Paul Muench, Ling Liu and Brian F. Cooper. ``A Fault-Tolerant Middleware Architecture for High-Availability Storage Services". IEEE International Conference on Services Computing (SCC) 2007. July 9-13, 2007, Salt Lake City, Utah, USA.
Jianjun Zhang, Ling Liu, Lakshmish Ramaswamy. ``PeerCast: Churn-Resilient End System Multicast on Heterogeneous Overlay Networks", Journal of Network and Computer Applications (JNCA), Elsevier, 2007. ms. 30.
Lakshmish Ramaswamy, Ling Liu, Arun Iyengar. ``Cooperative Edge Cache Grid: Scalable Delivery of Dynamic Content", IEEE Transactions on Knowledge and Data Engineering (TKDE), Vol. 19, No. 5, 2007.
Kipp Jones and Ling Liu. ``What Where Wi: An Analysus of Millions of WiFi Access Points", Proceedings of 2007 IEEE Portable: International Conference on Portable Information Devices. Orlando, FL, March 25-29
L. Xiong, S. Chitti, L. Liu. ``Mining Multiple Private Databases using a kNN Classifier". In ACM Annual Symposium of Applied Computing (SAC), Data Mining Track, Seoul, Korea, March, 2007
Keke Chen and Ling Liu. ``Towards Attack-Resilient Geometric Data Perturbation", Proceedings of the 7th SIAM (Society for Industrial and Applied Mathematics) International Conference on Data Ming (SDM 2007), to be held in Minneapolis, Minnesota, April 26-28, 2007.
Keke Chen and Ling liu: ``Space Adaptation: Privacy-preserving Multiparty Collaborative Mining with Geometric Perturbation", ACM SIGACT-SIGOPS Symposium on Principles of Distributed Computing (PODC 2007)
James Caverlee, Steve Webb, and Ling Liu. "Spam-Resilient Web Rankings via Influence Throttling", Proceedings of the 21st IEEE International Parallel and Distributed Processing Symposium (IPDPS), Long Beach, 2007. Acceptance rate: 26% (109 out of 419)
Sangeetha Seshadri, Vibhore Kumar, Brian F. Cooper and Ling Liu. "Optimizing Multiple Distributed Stream Queries Using Hierarchical Network Partitions", Proceedings of the 21st IEEE International Parallel and Distribute d Processing Symposium (IPDPS), Long Beach, 2007. Acceptance rate: 26% (109 out of 419).
Bugra Gedik, Ling Liu, Kun-Lung Wu, Philip S. Yu. " Lira: Lightweight, Region-aware Load Shedding in Mobile CQ Systems". Proceedings of the IEEE 23rd International Conference on Data Engineering. Istanbul, Turkey; April 17-20, 2007.
Acceptance Rate: 18.5% (122 out of 659).
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, and Ling Liu. "A Load Shedding Framework and Optimizations for M-way Windowed Joins". Proceedings of the IEEE 23rd International Conference on Data Engineering. Istanbul, Turkey; April 17-20, 2007.
Acceptance Rate: 18.5% (122 out of 659).
Bhuvan Bamba, Ling Liu, James Caverlee, Vaibhav Padliya, Mudhakar Srivatsa, Mahesh Palekar, Joseph Patrao, Tushar Virender Bansal, Suiyang Li, Aameek Singh. "DSphere: A Source-Centric Approach to Crawling, Indexing and Searching the World Wide Web", Accepted Software demonstration paper in IEEE 23rd International Conference on Data Engineering. Istanbul, Turkey; April 17-20, 2007.
Acceptance Rate: 28 out of 73 demo submissions
L. Liu, J. Zhang, W. Han, C. Pu, J. Caverlee, S. Park, T. Critchlow, M. Coleman, and D. Buttler. ``Providing Multi-Page Data Extraction Services with XWRAPComposer", chapter in {\em Advanced Web Services Research and Practices}, Idea Group Inc. 2008.
Daniel Rocco, James Caverlee, Ling Liu and Terence Critchlow. "Service Class Driven Dynamic Source Discovery with DynaBot", International Journal of Web Services Research (JWSR). Vol. 4, No. 3, July-September, 2007.
Yongjing Lin, Wenyuan Li, Keke Chen and Ying Liu, "Document Clustering and Ranking System for Exploring MEDLINE Citations", Volume 14, Issue 5,2007, Journal of the American Medical Informatics Association (JAMIA).

2006

Aameek Singh, Ling Liu, Mustaque Ahamad. "Privacy Analysis for Data Sharing in *nix Systems", USENIX Annual Technical Conference, General Track 2006:pp249-254
Bugra Gedik, Kun-Lung Wu, Philip S. Yu, and Ling Liu. CPU Load Shedding for Binary Stream Joins". Springer Knowledge and Information Systems. DOI 10.1007/s10115-006-0044-4, September 21, 2006.(ISSN 0219-1377)
James Caverlee, Ling Liu, and Daniel Rocco. Discovering Interesting Relationships among Deep Web Databases: A Source-Biased Approach", accepted for publication in World Wide Web Journal: Internet and Web Information Systems, Springer (WWWJ).
James Caverlee, Ling Liu, and Willam B. Rouse. Link-Based Ranking of the Web with Source-Centric Collaboration. 2nd International Conference on Collaborative Computing: Networking, Applications and Worksharing, (CollaborateCom), Atlanta, 2006.
J. Caverlee, M. Srivatsa, and L. Liu. "Countering Web Spam Using Link-Based Analysis". The 2nd Cyber Security and Information Infrastructure Research Workshop (CSIIRW), Oak Ridge National Laboratory, 2006.
Hua Yan, Keke Chen, Ling Liu, Joonsoo Bae. ``Efficiently Clustering Transactional Data with Weighted Coverage Density", Proceedings of ACM Int. Conf. on Knowledge and Information Management (CIKM 2006), November 6-11, 2006, Sheraton Crystal City Hotel, Arlington, VA 22202 USA. pp367-376. Acceptance Rate: 15% (a total of 537 submissions).
L. Xiong, S. Chitti, L. Liu. Mining Multiple Private Databases using a Privacy Preserving kNN Classifier". In 15th ACM Conference on Information and Knowledge Management (CIKM 2006), Arlington, November, 2006 (Poster Paper)
Mudhakar Srivatsa, Arun Iyengar, Jian Yin and Ling Liu, "A Middleware System for Protecting Against Application Level Denial of Service Attacks" , Proceedings of 7th ACM/IFIP/USENIX International Middleware Conference (Middleware 2006), Acceptance Rate: 17% (21 out of 122)
Mudhakar Srivatsa and Ling Liu. "Key Derivation Algorithms for Monotone Access Structures in Cryptographic File Systems" , Proceeding of 11th European Symposium on Research in Computer Security (ESORICS 2006) be held in Hamburg (Germany), 18-20 September 2006. Acceptance Rate:
Mudhakar Srivatsa, Arun Iyengar, Jian Yin and Ling Liu. "A Client-Transparent Approach to Defend Against Denial of Service Attacks", Proceedings of 25th IEEE Symposium on Reliable Distributed Systems (SRDS 2006), to be held in Leeds, UK. Oct. 2-4, 2006. Acceptance rate:
Joonsoo Bae, Ling Liu, James Caverlee and William Rouse. Processing Mining, Discovery and Integration using Distance Measures, Proceedings of IEEE Int. Conf. on Web Services. to be held in Chicago, USA, Sept 18-22.
Joonsoo Bae, James Caverlee, Ling Liu, Bll Rouse, and Hua Yan. Process Mining by Measuring Process Block Similarity, in Proceedings of the Workshop on Business Process Intelligence (BPI at BPM '06). September 5-7, 2006 in Vienna.
J. Caverlee, L. Liu, and J. Bae. ``Distributed Query Sampling: A Quality-Conscious Approach, Proceedings of the 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR '06). August 6-11, 2006 in Seattle. Acceptance rate: 18.5% (74 out of 399) pp340-347. ACM Press
(slides)
Bugra Gedik and Ling Liu. ``Quality-Aware Distributed Data Delivery for Continuous Query Services", ACM 2006 International Conference on Management of Data (ACM SIGMOD), Chicago, June 26-29, 2006. AR: 13% (58 out of 446).
Lakshmish Ramaswamy, Ling Liu, and Jianjun Zhang. ``Efficient Formation of Edge Cache Groups for Dynamic Content Delivery". Proceedings of the 26th International Conference on Distributed Computing Systems (ICDCS-2006), to be held in Lisbon, Portugal, July 2006. AR: 13.8% (75 out of 540).
Mudhakar Srivatsa and Ling Liu, ``Securing Decentralized Reputation Management using TrustGuard", Journal of Parallel and Distributed Computing (JPDC) Special Issue on Security in Grid and Distributed Systems.
Bugra Gedik and Ling Liu. MobiEyes: A Distributed Location Monitoring Service Using Moving Location Queries. IEEE Transactions on Mobile Computing. Vol. 5, No. 10, pp. 1384-1402, October 2006.
Mudhakar Srivatsa and Ling Liu, ``DHTGuard: Security Threats in Structured Overlay Networks", Springer International Journal of Information Security.
Keke Chen and Ling Liu. ``Detecting Change of Clustering Structure in Categorical Data Stream", Proceedings of the SIAM International Conference on Data Mining (SDM06), Maryland, April 20-22, 2006. pp504-508. AR: 16.15% (40 out of 242) - full papers, 14.9% (36 out of 202) - short papers
Keke Chen and Ling Liu. ``iVIRBRATE: Interactive Visualization Based Framework for Clustering Large Datasets", ACM Transactions on Information Systems.
Aameek Singh, Bugra Gedik and Ling Liu. ``Agyaat: Mutual Anonymity over Structured P2P Networks", Emerald Internet Research Journal (Special Issue on Privacy and Anonymity in the Digital Era), 2006. Vol. 16, No. 2, 2006. ISBN 1066-2243. pp189-212.
Bugra Gedik, Kun-Lung Wu, Philip Yu, and Ling Liu. ``Processing Moving Queries over Moving Objects Using Motion Adaptive Indexes", IEEE Transactions on Knowledge and Data Engineering (TKDE).
Mudhakar Srivatsa, Bugra Gedik, and Ling Liu. ``Scaling Unstructured Peer-to-Peer Networks with Heterogeneity-Aware Topology And Routing". IEEE Transaction on Parallel and Distributed Systems (TPDS), Vol. 17, No. 10, Oct. 2006. pp1-17.
Ling Liu, Jianjun Zhang, Wei Han, Calton Pu, James Caverlee, Sungkeun Park, Terence Critchlow, Matthew Coleman, David Buttler. "XWRAPComposer: A Multi-Page Data Extraction Service", Journal of Web Services Research, Vol. 3, No. 2, April - June 2006. pp33-60.
Johannes Gehrke and Ling Liu. "Guest Editors' Introduction: Sensor-Network Applications", IEEE Internet Computing, Volume 10, Number 2, March-April 2006. pp16-17.
Ling Liu. ``Mobile Web and Location-Based Services", International Conference on Asia-Pacific Web Conference (APWeb 2006). pp25

2005

Mudhakar Srivatsa and Ling Liu. ``Securing Publish-Subscribe Overlay Services with EventGuard", Proceedings of ACM Computer and Communication Security (CCS 2005),November 7-11, 2005, Hilton Alexandria Mark Center, Alexandria, VA, USA. AP: 15% (38 out of 249).
Bugra Gedik, Kun-Lung Wu, Philip Yu, and Ling Liu. ``Adapstive Load Shedding for Windowed Stream Joins", Proceedings of the 14th ACM Conference on Information and Knowledge Management (CIKM), October 31 - September 5, 2005, Bremen, Germany. Acceptance Rate: 17.8% (76 out of 425).
Mudhakar Srivatsa and Ling Liu. ``Countering Targeted File Attacks using LocationGuard", Proceedings of the 14th USENIX Security Symposium (USENIX Security), August 1 - 5, 2005, Baltimore, MD. pp81-96. AR: 14% (22 out of 148).
James Caverlee and Ling Liu. ``QA-Pagelet: Data Preparation Techniques for Large Scale Data Analysis of the Deep Web", IEEE Transactions on Knowledge and Data Engineering - Special Issue on Intelligent Data Preparation. Vol 17, No. 9, (2005) pp1247-1262.
Renato Fileto, Claudia Bauzer Medeiros, Ling Liu, Calton Pu, Eduardo Delgado Assad. ``Building a Semantic Web System for Scientific Applications: An Engineering Approach", Proceedings of the International Conference on Web Information Systems Engineering (WISE 2005), New York City, New York, Nov. 22-25, 2005. pp633-642.
Jianjun Zhang, Ling Liu, Calton Pu. ``Constructing a Proximity-Aware Power Law Overlay Network", IEEE Global Telecommunications Conference (GLOBECOM 2005), Nov. 28 - Dec. 02, 2005, St. Louis, Missouri, USA.
Keke Chen and Ling Liu: "The Best K for Entropy-based Categorical Clustering", Proc of Scientific and Statistical Database Management (SSDBM05). Santa Barbara, CA June 2005. pp253-262.
Keke Chen and Ling Liu. ``A Random Rotation Perturbation Approach to Privacy Preserving Data Classification", Proceedings of the Third IEEE International Conference on Data Mining (ICDM'05), New Orleans, Louisiana, U.S.A., November 27-30, 2005. (full paper)
Acceptance Rate: 69 out of 630 regular papers and 72 out of 561 short papers.
Bugra Gedik, Ling Liu. "A Customizable k-Anonymity Model for Protecting Location Privacy". The 25th International Conference on Distributed Computing Systems (IEEE ICDCS 2005). pp620-629.
AR: 14% (77 out of 540)
Lakshmish Ramaswamy, Ling Liu and Arun Iyenagar, "Cache Clouds: Cooperative Caching of Dynamic Documents on Edge Networks". Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS-2005). pp229-238.
AR: 14% (77 out of 540)
L. Xiong, S. Chitti, L. Liu. Topk Queries across Multiple Private Databases. Proceedings of the 25th International Conference on Distributed Computing Systems (ICDCS 2005), Columbus, June, 2005 pp145-164.
AR: 14% (77 out of 540)
Lakshmish Ramaswamy, Arun Iyengar, Ling Liu, Fred Douglis. ``Automatic Fragment Detection in Dynamic Web Pages and its Impact on Caching", 2005 Pat Goldberg Memorial Best Paper Award. IEEE Transactions on Knowledge and Data Engineering, Vol.17 No.6, June 2005 (TKDE). PP. 859-874, June 2005. 2005 Pat Goldberg Memorial Best Paper Award
Mudhakar Srivatsa, Li Xiong and Ling Liu. ``TrustGuard: Countering Vulnerabilities in Reputation Management For Decentralized Overlay Networks, Proceed ings of 14th World Wide Web Conference (WWW 2005), May 10-14, 2005, in Chiba, Japan. AR: 14% (77 out of 550).
Ling Liu, Jianjun Zhang, Wei Han, Calton Pu, James Caverlee, Sungkeun Park, Terence Critchlow, Matthew Coleman, David Buttler. "XWRAPComposer: A Multi-Page Data Extraction Service for Bio-Computing Applications", Proceedings of IEEE International Conference on Service Oriented Computing (SCC 2005), Orlando, Florida, USA, July 12-15, 2005.
AR: 18.75% (33 out of 176).
D. Rocco, J. Caverlee, L. Liu, and T. Critchlow. ``Exploiting the Deep Web with DynaBot: Matching, Probing, and Ranking", Proceedings of the 14th International World Wide Web Conference (WWW '05). May 10-14, 2005 in Chiba, Ja pan. Poster. pp.
Bugra Gedik and Ling Liu. ``A Scalable Peer-to-Peer Architecture for Distributed Information Monitoring Applications", IEEE Transactions on Computers. Vol. 54, No.6. June 2005. pp767-782.
Lakshmish Ramaswamy, Bugra Gedik, Ling Liu. "A Distributed Approach to Node Clustering in Decentralized Peer-to-Peer Networks", IEEE Transactions on Parallel and Distributed Systems (TPDS), Vol. 16, No. 9, Sept. 2005. pp1-16.
Ling Liu, David Buttler, James Caverlee, Wei Han, Calton Pu, Jianjun Zhang. ``A Methodical Approach to Extracting Meaningful Objects from Dynamic Web Pages", International Journal of Web and Grid services, Special issue on Semantic Web Mining and Reasoning.
Mudhakar Srivatsa, Li Xiong, Ling Liu. `` ExchangeGuard: A Distributed Protocol for Electronic Fair-Exchange'', Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), April 4-8, 2005 in Denver, Colorado.
AR: 12% (60 out of 505)
Sungkeun Park, Ling Liu, Calton Pu, Mudhakar Srivatsa, Jianjun Zhang. ``Resilient Trust Management for Web Service Integration", Proceedings of the 3rd IEEE International Conference on Web Services (ICWS 2005).
Daniel Daniel Rocco, James Caverlee, Ling Liu, and Terence Critchlow. ``Domain-specific Web Service Discovery with Service Class Descriptions", Proceedings of the 3rd IEEE International Conference on Web Services (ICWS 2005).
Daniel Rocco, James Caverlee, and Ling Liu. ``XPACK: A High-performance Web Document Encoding'', Proceedings of the International Conference on Web Information Systems and Technologies (WEBIST2005), 26-28 May 2005 Miami Beach, Florida, USA.
Aameek Singh, Kaladhar Voruganti, Sandeep Gopisetty. David Pease, and Ling Liu. ``A Hybrid Access Model for Storage Area Networks", Proceedings of the IEEE-NASA Conference on Mass Storage Systems and Technologies (MSST), April 11-14, 2005, Monterey, California USA.
Aameek Singh, Kaladhar Voruganti, Sandeep Gopisetty. David Pease, Linda Duyanovich and Ling Liu. ``Security vs Performance: Tradeoffs using a Trust Framework", Proceedings of the 22nd IEEE-NASA Conference on Mass Storage Systems and Technologies (MSST), April 11-14, 2005, Monterey, California, USA.

2004

James Caverlee, Ling Liu, Daniel Rocco. "Discovering and Ranking Web Services with BASIL: A Personalized Approach with Biased Focus", proceedings of the 2nd International Conference on Service Oriented Computing. New York City, NY, USA, November 15-18, 2004. Co-sponsored by ACM SIGWEB and ACM SIGSOFT (ACM Press). Acceptance Rate: 20% (33 out of 164). [slides]
Mudhakar Srivatsa and Ling Liu. "Vulnerabilities and Security Threats in Structured Overlay Networks: A Quantitative Analysis", Proceedings of the 20th Annual Computer Security Applications Conference (ACSAC 2004), (IEEE Press). December 6-10, 2004, Tucson, Arizona
Todd Miller and Ling Liu. Web Crawling and Search, Chapter 13 in The Practical Handbook of Internet Computing. Edited by Munindar P. Singh, Chapman & Hall/ CRC Press, 2004 ISBN 1-584-88381-2.
Bugra Gedik, Kun-Lung Wu, Philip Yu, Ling Liu. ``Motion Adaptive Indexing for Moving Continual Queries over Moving Objects", Proceedings of the ACM Conference on Information and Knowledge Management (CIKM 2004), November 8-13, 2004, Hyatt Arlington Hotel, Washington D.C., U.S.A. Acceptance Rate: 19\% (59 out of 303).
Keke Chen and Ling Liu. ``ClusterMap: Labeling Clusters in Large Datasets via Visualization", Proceedings of the ACM Conference on Information and Knowledge Management (CIKM 2004), November 8-13, 2004, Hyatt Arlington Hotel, Washing ton D.C., U.S.A. Acceptance Rate: 19% (59 out of 303).
Bugra Gedik, Aameek Singh, Ling Liu. ``Energy Efficient Exact kNN Search in Wireless Broadcast Environments", Proceedings of thei 12th International Symposium of ACM GIS, 2004, Washington, D.C., November 12th--13th, 2004. Acceptance Rate: 30% (30 out of 90).
Lakshmish Ramaswamy, Arun Iyengar, Ling Liu, Fred Douglis. ``Automatic Detection of Fragments in Dynamically Generated Web Pages", Proceedings of the 10th International Conference on World Wide Web, May 17-22, 2004. (Manhattan, N.Y.) pp443-453. (acceptance rate: 14.6%) Best Paper Award
David Buttler, Dan Rocco, Ling Liu. ``Efficient Web Change Monitoring with Page Digest", Proceedings of the 10th International Conference on World Wide Web, May 17-22, 2004. (Manhattan, N.Y.) Poster Paper, pp476-477
Wei Tang, Kipp Jones, Ling Liu, Calton Pu. ``BizCQ: Using Continual Queries to Cope with Changes in Business Information Exchange", Proceedings of the 10th International Conference on World Wide Web, May 17-22, 2004. (Manhattan, N.Y.) Poster Paper, pp470-471
Aameek Singh and Ling Liu. ``A Hybrid Topology Architecture for P2P Systems", In Proceedings of the THIRTEENTH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS AND NETWORKS (ICCCN 2004), October 11-13, 2004 Chicago, IL USA, Holiday Inn Chicago - O'Hare Intl, USA
Jianjun Zhang, Ling Liu, Calton Pu, and Mustafa Ammar. ``Reliable Peer-to-peer End System Multicasting through Replication", IEEE International Conference on Peer to Peer Computing (P2P 2004), Zurich, Switzerland, Aug. 25-27, 2004.
Mudhakar Srivatsa, Bugra Gedik, Ling Liu. ``Scaling Unstructured Peer-to-Peer Networks with Multi-Tier Capacity-Aware Overlay Topologies", Proceedings of the Tenth International Conference on Parallel and Distributed Systems (ICPADS 20 04), July 7-9 in Newport Beach, California. (IEEE ICPADS 2004).
Acceptance Rate: 22.3% (65/292)
Keke Chen and Ling Liu. ``VISTA: Validating and Refining Clusters via Visualization", Journal of Information Visualization, Volume 3, Issue 4, Sept 2004. ISSN: 1473-8716 (Palgrave Macmillan Ltd) pp227-244.
Ling Liu, Calton Pu, and Duncan Dubugras Ruiz. ``Dynamic Workflow Restructuring Framework for Long-Running Business Processes", Chapter in Advanced Topics in Database Research, Vol. 4. Idea Group Inc., 2004
Li Xiong and Ling Liu. ``Reputation and Trust in Mobile Commerce", A chapter in Advances in Security and Payment Methods for Mobile Commerce , Idea Group, Inc.
Todd Miller and Ling Liu, ``Web Crawl and Search", Chapter 13, Practical Handbook of Interne t Computing, CRC Press, Munindar Singh ed. pp 13-1 - 13-18.
James Caverlee, Ling Liu, and David Buttler. "Probe, Cluster, and Discover: Focused Extraction of QA-Pagelets from the Deep Web", Proceedings of the 20th IEEE International Conference on Data Engineering (ICDE 2004), March 30-April 2, 2004 (Boston, USA). Acceptance Rate: 14% (63 out of 441). [slides]
Bugra Gedik and Ling Liu. "MobiEyes: Distributed Processing of Continuously Moving Queries on Moving Objects in a Mobile System", Proceedings of the 9th International Conference on Extending Database Technology (EDBT), March 14-18, 2004 (Heraklion - Crete). (acceptance rate: 14% (42 out of 294)
Li Xiong and Ling Liu. "PeerTrust: Supporting Reputation-Based Trust for Peer-to-Peer Electronic Communities", IEEE Transactions on Knowledge and Dat a Engineering, Vol.16, No. 7 (July 2004). Special issue on Peer to Peer Based Data Man agement. pp 843-857.
Lakshmish Ramaswamy and Ling Liu. `` An Expiration-Age Based Document Placement Scheme for Cooperative Web Caching", In: IEEE Transactions on Knowledge and Data Engineering, Vol 16, No. 5 (May 2004). pp.585-600
Henrique Paques, Ling Liu, and Calton Pu. "Adaptation Space: A Design Framework for Adaptive Web Services". International Journal of Web Service Research (JWSR), Vol. 1, No. 3, July-Sept. 2004. pp1-24.
Lonnie Harvel, Gregory Abowd, Ling Liu, Yu-Xi Lim, Chris Scheibe, Chris Chatham ``Context Cube: Flexible and Effective Manipulation of Sensed Context Data", In Proceedings of the 2nd International Conference on Pervasive Computing (PERVASIVE 2004), April 18-23, Linz/Vienna, Austria.
Galen S. Swint Calton Pu Younggyun Koh Ling Liu Wenchang Yan Charles Consel Koichi Moriyama Jonathan Walpole. "Infopipes: The ISL/ISG Implementation Evaluation", International Conference on Network Computing and Applications (NCA 2004).

2003

Ling Liu, Wei Tang, David Buttler, and Calton Pu. "Information Monitoring on the Web: A Scalable Solution". World Wide Web Journal (by Kluwer Academic Publishers), Volume 5, No. 4.
Aameek Singh, Mudhakar Srivatsa, Ling Liu and Todd Miller. " Apoidea: A Decentralized Peer-to-Peer Architecture for Crawling the World Wide Web" In: Proccedings of the ACM SIGIR workshop on Distributed IR, Aug. 1, 2003. Lecture Notes of Computer Science (LNCS) series, Springer Verlag
Aameek Singh and Ling Liu. "TrustMe: Anonymous Management of Trust Relationships in Decentralized P2P networks", In: Proceedings of the third IEEE Conference on Peer-to-Peer Computing, September 1-, Linkoping, Sweden.
Lakshmish Ramaswamy, Bugra Gedik, Ling Liu. "Connectivity Based Node Clustering in Decentralized Peer to Peer Networks", In: Proceedings of the third IEEE Conference on Peer-to-Peer Computing, September 1-, Linkoping, Sweden. (AR:32%)
Bugra Gedik and Ling Liu. ``Building Reliable Peer-to-Peer Information Monitoring Service Through Replication". Proceedings of the 22nd Symposium on Reliable Distributed Computing (SRDS2003), 6th-8th/October, 2003 - Florence, Italy. (IEEE SRDS 2003). Acceptance Rate:28.6% (36/126)
Keke Chen and Ling Liu, "Validating and Refining Clusters via Visual Rendering", Proceedings of the IEEE Conference on Data Mining, 2003 (IEEE ICDM 2003). Melbourne, Florida, USA, November 19 - 22, 2003
Keke Chen and Ling Liu. ``Vista: Visualization Expedites Large-Scale Clustering", Submitted.
Lakshmish Ramaswamy, Arun Iyengar, Ling Liu, Fred Douglis. ``Automatic Detection of Fragments in Websites", Proceedings of ACM International Conference on Information and Knowledge Management, 2003.
Renato Fileto, Ling Liu, Calton Pu, Claudia Bauzer Medeiros, Eduardo Delgado Assad. "POESIA: An Ontological Workflow Approach for Composing Web Services in Agriculture", International Journal of Very Large Database Systems, 12(4): 352-367 (2003). Special issue on Semantic Web, Guest Editors: Vijay Atluri, Anupam Joshi, Yelena Yesha.
Renato Fileto, Claudia Bauzer Medeiros, Ling Liu, Calton Pu, and Eduardo Delgado Assad. "Using Domain Ontologies to Help Track Data Provenance", Proceedings of SBBD 2003. (Symposium of the Brazilian Databases Conference) pp84-98.
Bugra Gedik and Ling Liu. ``PeerCQ: A Decentralized and Self-Configuring Peer-to-Peer Information Monitoring System". Proceedings of the 23rd International Conference on Distributed Computing Systems (ICDCS2003), May 19-22, 2003, Providence, Rhode Island USA. Acceptance Rate: 17.7% (72/406). (Best Paper Award)
Henrique Paques, Ling Liu, and Calton Pu. "Adaptation Space: A Design Framework for Adaptive Web Services". Proceedings of International Conference on Web Services - Europe, 2003.
Li Xiong and Ling Liu. ``A Reputation-Based Trust Model for Peer-to-Peer eCommerce Communities". Proceedings of the 2003 IEEE Conference on E-Commerce (CEC'03). Newport Beach, USA, June, 2003.
L. Xiong, L. Liu. " A Reputation-Based Trust Model for Peer-to-Peer eCommerce Communities (Extended Abstract). In Fourth ACM Conference on Electronic Commerce (EC'03), San Diego, June, 2003
Daniel Rocco, David Buttler, and Ling Liu. ``Page Digest for Large-Scale Web Services". Proceedings of the 2003 IEEE Conference on E-Commerce (CEC'03).
Tarik Arici, Bugra Gedik, Yucel Altunbasak, Ling Liu. ``PINCO: a Pipelined In-Network COmpression Scheme for Data Collection in Wireless Sensor Networks". The 12th International Conference on Computer Communications and Networks (IEEE ICCCN 2003). (AR:32%)
Keke Chen and Ling Liu. ``A Visual Framework Invites Human into the Clustering Process", Proceedings of the International Conference on Scientific and Statistical Database Management (SSDBM2003), July 9-11 2003, Cambridge, MA (USA).
I. Altintas, S. Bhagwanani, D. Buttler, S. Chandra, Z. Cheng, M. Coleman, T. Critchlow, A. Gupta, W. Han, L. Liu, B. Ludäscher, C. Pu, R. Moore,A. Shoshani, and M. Vouk. "A Modeling and Execution Environment for Distributed Scientific Workflows", In 15th Intl. Conference on Scientific and Statistical Database Management (SSDBM), Boston, Massachussets, 2003.
Wei Tang, Ling Liu, and Calton Pu. ``Trigger Grouping: A Scalable Approach to Large Scale Information Monitoring", The 2nd IEEE International Symposium on Network Computing and Applications (NCA-03). April 16-18, 2003 Royal Sonesta Hotel, Cambridge, MA, USA.
Ling Liu, David Buttler, Terence Critchlow, Wei Han, Henrique Paques, Calton Pu, Dan Rocco. ``BioZoom: Exploiting Source-capability Information for Integrated Access to Multiple Bioinformatics Data Sources" Proceedings of the Third IEEE Symposium on BioInformatics and BioEngineering (BIBE 2003), 10-12 March 2003, Washington, DC.
I. Altintas, S. Bhagwanani, D. Buttler, S. Chandra, Z. Cheng, M. Coleman, T. C ritchlow, A. Gupta, W. Han, L. Liu, B. Lud\344scher, C. Pu, R. Moore,A. Shosha ni, and M. Vouk. "A Modeling and Execution Environment for Distributed Scientific Workflows", Proceedings of the 15th Intl. Conference on Scientific and Statistical Database Management (SSDBM), Boston, Massachusetts, 2003. pp247-250
Lakshmish Ramaswamy and Ling Liu. ``An Expiration-Age Based Document Placement Scheme for Cooperative Web Caching", Accepted in March 2003 by IEEE Transactions on Knowledge and Data Engineering.
Ling Liu and Calton Pu. ``Towards Flexible Specification, Composition, and Coordination of Workflow Activities", A book chapter in Advanced Topics in Database Research, vol. 2, edited by Dr. Keng Siau. Idea Group Inc. 2003 pp 162-190.
Henrique Paques, Ling Liu, and Calton Pu. Distributed Query Adaptation and Its Trade-offs. Proceedings of the Eighteenth Annual ACM Symposium on Applied Computing (ACM SAC 2003) , March 9 to 12, 2003, Melbourne, Florida, USA. (DataBase Systems track)
Keke Chen and Ling Liu. ``Cluster Rendering of Skewed Datasets via Visualization". Proceedings of the Eighteenth Annual ACM Symposium on Applied Computing (ACM SAC 2003), March 9 to 12 , 2003, Melbourne, Florida, USA. (Multimedia and Visualization track)
Lakshmish Ramaswamy and Ling Liu. `` FreeRiding: A New Challenge for Peer-to-Peer File Sharing Systems". In: Proceedings of the 36th HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES (HICSS-36) - Peer-to-Peer (P2P) Computing Track, January 6-9, 2003, Hilton Waikoloa Village, Big Island, Hawaii.

2002

Bugra Gedik and Ling Liu. ``A Scalable Peer to Peer Architecture for Distributed Information Monitoring Applications", Submitted.
Ling Liu, Calton Pu, Duncan Dubugras Ruiz. ``A Systematic Approach to Flexible Specification, Composition, and Restructuring of Workflow Activities", In Journal of Database Management, Vol. 15, No.1,Jan/March, 2004. pp1-40.
Shirley L. Xiong and Ling Liu. ``Building Trust in Decentralized Peer-to-Peer Electronic Communities". Proceedings of the Fifth International Conference on Electronic Commerce Research (ICECR-5), Montreal, Canada, October, 2002
Lakshmish Ramaswamy and Ling Liu. ``FreeRiding: A New Challenge for Peer-to-Peer File Sharing Systems". Technical Report GIT-CC-02-09, Georgia Institute of Technology, 2002.
Shiley L. Xiong and Ling Liu. ``PeerTrust: A Trust Mechanisam for an Open Peer-to-Peer Information System". Technical Report GIT-CC-02-29, Georgia Institute of Technology, 2002.
Bugra Gedik and Ling Liu. ``PeerCQ: A Scalable and Self-Configurable Peer-to-Peer Information Monitoring System", Technical Report GIT-CC-02-32, Georgia Institute of Technology, 2002.
Keke Chen and Ling Liu. ``Vista: Modeling and Labling Clusters of Large Multidimentional Datasets Efficiently". Technical Report GIT-CC-02-30, Georgia Institute of Technology, 2002.
Duncan Dubugras Ruiz, Ling Liu, Calton Pu. ``Distributed Workflow Restructuring: An Experimental Study", Technical Report GIT-CC-02-36, Georgia Institute of Technology, 2002.
Henrique Paques, Ling Liu, Calton Pu. ``Ginga: A Self-Adaptive Query Processing Service". Proceedings of ACM International Conference on Information and Knowledge Management (CIKM 2002).
Mustaque Ahamad, W. Lee, Ling Liu, Leo Mark. E. Omicienski, Calton Pu, A. dos Santos. ``Guarding the Next Internet Frontier: Countering Denial of Information Attack", Proceedings of the New Security Paradigm Workshop, September 2002.
Ling Liu, Wei Tang, Dave Buttler, Calton Pu. ``Information Monitoring on the Web: A Scalable Solution". In: International Journal of World Wide Web, 2002.
Lakshmish Ramaswamy and Ling Liu. ``A New Document Placement Scheme for Cooperative Web Caching". Proceedings of the 22nd International Conference on. Distributed Computing Systems (ICDCS 2002). July 2-5, 2002 - Vienna, Austria (IEEE Press).
David Buttler, Matthew Coleman, Terence Critchlow, Renato Fileto, Wei Han, Ling Liu, Calton Pu, Daniel Rocco, Li Xiong: Querying Multiple Bioinformatics Data Sources: Can Semantic Web Research Help? SIGMOD Record. Dec. 2002. pp59-64

2001

David Buttler, Ling Liu, Calton Pu. ``A fully automated object extract system for the Web". Proceeding of the 21st International Conference on Distributed Computing (ICDCS-21), April 16-19, 2001. Phoenix, Arizona, USA. IEEE Computer Society. (IEEE Press)
David Buttler, Ling Liu, Calton Pu and Henrique Paques. ``OminiSearch: A method for searching dynamic content on the Web". A demo paper in the proceedings of ACM SIGMOD Conference, Santa Barbara, California, May 21-24, 2001
Ling Liu, Calton Pu, Wei Han. "An XML-Enabled Data Extraction for Web Sources" International Journal of Information Systems, Special Issue on Data Extraction, Cleaning, and Reconciliation. (eds. Mokrane Bouzeghoub and Maurizio Lenzerini), 2001.

2000

David Buttler and Ling Liu. ``Omini: A fully automated object extract system for the Web". Technical Report, College of Computing, Georgia Techi, Sept. 2000.
Ling Liu, Calton Pu, and Wei Tang. ``WebCQ: Detecting and Delivering Information Changes on the Web" In: the Proceesings of International Conference on Information and Knowle dge Management (CIKM), Nov. 7-10, 2000 Washington D.C., ACM Press. pp512-519 (A short version of the following technical report).
Ling Liu, Calton Pu, Karsten Schwan, Jon Walpole. "InfoFilter: Supporting Quality of Service for Fresh Information Delivery", In: New Generation Computing Journal (Vol.18, No.4), Special issue on Advanced Multimedia Content Processing (eds. Shojiro NISHIO), (2000) pp305-321. (Ohmsha, Ltd. and Springer-Verlag).
Ling Liu, Dave Buttler. Wei Han, Calton Pu, Henrique Paques, Calton Pu, Wei Tang."AQR-Toolkit: An Adaptive Query Routing Middleware for Distributed Data Intensive Systems", ACM SIGMOD 2000, Dallas, Texas (May 14-19).
Ling Liu, Calton Pu, Wei Han. ``XWrap: An XML-enabled Wrapper Construction System for Web Information Sources", In Proceedinghs of the 16th International Conference on Data Engineering (ICDE 2000), March, 2000, San Diego, CA (IEEE CS Press). pp611-621.
G. Froehlich, H.J. Hoover, L. Liu and P. Sorenson. "Choosing an Object-Oriented Domain Framework", ACM Computing Surveys Symposium on Object-Oriented Frameworks, March 2000

1999

Ling Liu, Calton Pu and Wei Tang. "Supporting Internet Applications Beyond Browsing: Trigger Processing and Change Notification", Proceedings of the 5th International Computer Science Conference (ICSC '99) Special Theme on Internet Applications, December 15-17, 1999, Hong Kong. (Springer Verlag). pp294-304.
Z. Tari, X. Li and L. Liu. "Type Safety in the Context of Method Updates", Kluwer International Journal on Intelligent Information Systems (JIIS) 13(3), 1999, pp. 279-298.
Ling Liu. "Query Routing in Large-scale Digital Library Systems". International Conference on Data Engineering (ICDE'99), March, 1999 (Sydney, Australia), IEEE Press. pp154-163.
Ling Liu, Calton Pu, Wei Tang, Wei Han. "Conquer: A Continual Query System for Update Monitoring in the WWWW". In: special issue on Web semantics, International journal of Computer Systems, Science and Engineering. pp 263-304.
Ling Liu, Calton Pu, Wei Tang. "Continual Queries for Internet Scale Event-Driven Information Delivery", In: Special issue on Web Technologies, IEEE Transactions on Knowledge and Data Engineering, Vol.11, No.4, July/Aug. 1999. pp610-628.
Ling Liu, Wei Han, David Buttler, Calton Pu, Wei Tang. "An XML-based Wrapper Generator for Web Information Extraction", ACM SIGMOD Conference 1999, pp540-543.
Tong Zhou, Ling Liu, Calton Pu. "TAM: A System for Dynamic Transactional Activity Management", ACM SIGMOD Conference 1999, pp571-573
Jonathan Walpole, Charles Krasic, Ling Liu, David Maier, Calton Pu, Dylan McNamee and David Steere. "Quality of Service Semantics of Multimedia Database Systems", In: the 8th IFIP 2.6 Working Conference on Data Semantics (DS-8), Semantic Issues in Multimedia Systems. Rotorua, New Zealand, January 5-8, 1999.pp393-412

1998

Ling Liu, Calton Pu, Kirill Richine. "Distributed Query Scheduling Service: An architecture and its Implementation", In: Special issue on Compound Information Services, International Journal of Cooperative Information Systems (IJCIS), edited by Avigdor Gal and John Mylopoulos. Vol.7, No.2&3, 1998. pp123-166.
Tong Zhou, Calton Pu, Ling Liu. "Towards Building Flexible and Reliable Electronic Commerce Systems: A Distributed Transactional Activity Approach", In: Proceesings of the First International Conference on Telecommunications and ElectronicCommerce, Nov. 19-22, 1998, Nashville, TN.
Tong Zhou, Calton Pu, Ling Liu. "Dynamic restructuring of Transactional Workflow Activities : A Practical Implementation Method", In the Seventh International Conference on Information and Knowledge Management (CIKM'98), November 3-7, 1998, Washington D.C., USA pp378-385.
Ling Liu, L. Yan, and M.T. Ozsu. "Interoperability in Large-Scale Distributed Information Delivery Systems", In Advances in Workflow Systems and Interoperability, A. Dogac, L. Kalinichenko, M.T. Özsu and A. Sheth (eds.), Springer-Verlag, 1998 in press.
Calton Pu and Ling Liu. "Update Monitoring: The CQ project", The 2nd International Conference on Worldwide Computing and Its Applications - WWCA'98, Lecture Notes in Computer Science 1368, pp396-411. (Tsukuba, Japan)
G. Froehlich, H.J. Hoover, L. Liu and P. Sorenson. "Choosing an Object-Oriented Domain Framework", ACM Computing Surveys Symposia on Object-Oriented Frameworks, 1998
Garry Froehlich, James Hoover, Ling Liu, Paul Sorenson. "Reusing Application Frameworks Through Hooks" In: Object-oriented Application Frameworks, (eds) Mohamed Fayad, Doug Schmidt, and Ralph Johnson, (1998, John Wiley & Sons, Inc.) 1998 (Two Volumns). ms 19.
Ling Liu, Calton Pu, Wei Tang, Dave Buttler, John Biggs, Tong Zhou, Paul Benninghoff, Wei Han, Fenghua Yu. ``CQ: A Personalized Update Monitoring Toolkit". Proceedings of the ACM SIGMOD 1998, Seattle, Washington, June 1-4. pp547-549.
Ling Liu and Calton Pu. "Methodical Restructuring of Complex Workflow Activities". IEEE 14th International Conference on Data Engineering, February 23-27, 1998, Orlando, Florida, USA. pp342-350.
Ling Liu and Calton Pu. "A Transactional Activity Model for Organizing Open-ended Cooperative Activities". In: the 31st Hawaii International Conference on Systen Sciences (HICSS-31) -- Workflow Systems Minitrack, January 6-9, 1998 (Big Island of Hawaii)
Ling Liu. "EVOLVE: Adaptive Specification Techniques for Object-oriented Software Evolution". In: the 31st Hawaii International Conference on Systen Sciences (HICSS-31) -- Modeling Technologies and Intelligent Systems Track, January 6-9, 1998 (Big Island of Hawaii)
Garry Froehlich, James Hoover, Ling Liu, Paul Sorenson. "Using Object-oriented Frameworks" In Handbook of Object Technology, CRC Press, Boca Raton, FL. Edited by Saba Zamir. pp.26-1-26.22
Garry Froehlich, James Hoover, Ling Liu, Paul Sorenson. "Designing Object-oriented Frameworks" In Handbook of Object Technology, CRC Press, Boca Raton, FL. pp25-1 - 12-22. %Edited by Saba Zamir.

1997

Ling Liu and Calton Pu. ``ActivityFlow: Towards Incremental Sepcification and Flexible Coordination of Workflow Activities", In: The 16th International Conference on Conceptual Modeling (ER'97) , Los Angeles, California, USA (3 - 6 November 1997). pp169-182.
V. Oria, M.T. Vzsu, L. Liu, X. Li, J.Z. Li, Y. Niu, and P. Iglinski. ``Modeling Images for Content-Based Queries: The DISIMA Approach", In the Second International Conference on Visual Information Systems, San Diego, CA, December 1997 (339-346).
Tong Zhou, Calton Pu, and Ling Liu. ``Using OCP to build Flexible Coordination Protocols: A Transactional Multimedia Application", In: the International Symposium on Digital Media Information Base (DMIB'97), Nara, Japan, November 26-28, 1997. pp305 - 309, World Scientific.
L. Liu and C. Pu. ``A Metadata Based Approach to Improving Query Responsiveness", in Proceedings of the second IEEE International Conference on Metadata , September 16-17, 1997 (NOAA Auditorium, Silver Spring, Maryland).
L. Liu, L. Yan, and Tamer Ozsu. "Interoperability in Large-scale Distributed Information Delivery Systems". NATO Advanced Study Institute (ASI) on Workflow Management Systems and Interoperability, August 12-21, 1997, Grand Hotel Tarabya, Istanbul, Turkey (invited paper).
L. Liu and C. Pu. ``A Reflective Framework for Capturing Complex Dependencies of Workflow Activities", In: The Proceeding of IPSJ International Symposium on Information Systems and Technologies for Network Society September 24-26, Fukuoka Institute of Technology, (Invited paper), World-Scientific Pub. pp368-376.
L. Liu and C. Pu. ``Dynamic Query Processing in DIOM", In: IEEE Bulletin on Data Engineering, Special issues on Improving Query Responsiveness, September 1997 Vol.20, No. 3 (Invited) pp30-37.
Ling Liu and Calton Pu. " Object-oriented Approach to Integration and Access of Heterogeneous Information Sources", DISTRIBUTED AND PARALLEL DATABASES: An International Journal, Volume 5, No. 2, 1997, pp167-205.
Garry Froehlich, James Hoover, Ling Liu, Paul Sorenson. " Hooking into Object-oriented Application Frameworks", The 19th Int. Conf. on Software Engineering (ICSE-19), Boston, May 23-25, 1997. pp491-501.
L. Yan, M.T. Ozsu, L. Liu. ``Accessing Heterogeneous Data Through Homogeization and Integration Mediators", Proceedings of the second IFCIS International Conference on Cooperative Information Systems (CoopIS'97), Charleston, South Carolina, USA, June 24-27 1997. pp130-139.
L. Yan, M. T. Ozsu, and L. Liu. "Mediator join indices",
The Seventh International Workshop on Research Issues in Data Engineering (RIDE'97), Birmingham, UK, April, 1997, pp51-59.
L. Liu and C. Pu. " A Dynamic Query Scheduling Framework for Distributed and Evolving Information Systems",
The 17th IEEE International Conference on Distributed Computing Systems (ICDCS'97), Baltimore, Maryland, USA, May 27-30, 1997. pp474-481.
Y. Lee, L. Liu, C. Pu. "Towards Interoperable Heterogeneous Information Systems: An Experiment using the DIOM approach", In the Proceesings of the 12th ACM Symposium on Applied Computing (ACM SAC'97) Special track on Database Technology, February 28-March 2, 1997, San Jose, California, USA. pp. A longer version also appeared as TR96-28, Department of Computing Science, University of Alberta.
Ling Liu, R. Zicari, K. Lieberherr, and W. Hursch. "The Role of Polymorphic Reuse Mechanisms in Schema Evolution in an Object-oriented Database System.", IEEE Transactions on Knowledge and Data Engineering, Jan./Feb. 1997, Vol.9, No. 1, pp50-67.

1996

Ling Liu and Calton Pu. "Issues on Query Processing in Distributed and Interoperable Information Systems", Proceedings of the International Symposium on Cooperative Database Systems for Advanced Applications, December 5-7, Kyoto, Japan, 1996 (Invited paper) pp70-79 (World Scientific Pubilishing Co.)
Tong Zhou, Calton Pu, and Ling Liu. " Adaptable, Efficient, and Modular Coordination of Distributed Extended Transactions", The proceedings of Fourth International Conference on PARALLEL AND DISTRIBUTED INFORMATION SYSTEMs (PDIS), December 18-20, 1996, Miami Beach, Florida. (IEEE Press) pp262-273
Ling Liu and Robert Meersman. " The Basic Building Blocks for Modeling Communication Behavior of Complex Objects: an Activity-driven Approach", ACM Transactions on Database Systems , Vol.21, No.3, June 1996, pp157-207.
L. L. Yan, T. M. Ozsu, and L. Liu. "Towards A Mediator Development Environment: The Aurora Approach". TR96-21, Department of Computing Science, University of Alberta, 1996.
Scott Fortin, Ling Liu and Randy Goebel. "Multi-Level Association Rule Mining: An Object-Oriented Approach based on Dynamic Hierarchies", TR96-15, Department of Computing Science, University of Alberta, 1996.
Scott Fortin and Ling Liu. "An Object-oriented Approach to Multi-level Association Rule Mining", Proceedings of the International Conference on Information and Knowledge Management (CIKM'96), ACM Press, November 12-16, 1996 Rockville, Maryland, USA. (ACM Press) pp65-72
Ling Liu, Robert Meersman and Calton Pu. "A Transactional Activity Model for Organizing Open-ended Cooperative Activities", TR96-11, Department of Computing Science, University of Alberta, Feb. 1996.
Ling Liu, Calton Pu and Yooshin Lee. "Adaptive Query Mediation across Heterogeneous Information Sources ", In International Conference on Cooperative Information Systems (CoopIS), Brussels, Belgium, June 19-13, 1996, pp144-156. Also in TR96-10, Department of Computing Science, University of Alberta, 1996 pp144-156.
Ling Liu and Calton Pu. " Metadata in the Interoperation of Heterogeneous Data Sources ", In the proceedings of the First IEEE Metadata Conference, 16 - 18 April 1996, NOAA Auditorium, Silver Spring, Maryland. On-line proceedings is available at here.
Ling Liu, Calton Pu, Roger Barga, Tong Zhou. " Differential Evaluation of Continual Queries", An extended abstract in IEEE Proceedings of the 16th International Conference on Distributed Computing Systems, 27-30 May, 1996, Hong Kong. (IEEE Press) pp458-465. The long version is available as TR95-17, Department of Computing Science, University of Alberta.
Ling Liu and Calton Pu. " An Object-oriented Approach to Interoperable Heterogeneous Information Sources", Invited Paper in Proceedings of the Seventh International Hong Kong Computer Society Database Workshop, Hong Kong (May 1996) (Springer Verlag) pp49-65.

1995

Ling Liu, R. Zicari, K. Lieberherr, and W. Hursch. " The Role of Polymorphic Reuse Mechanisms in Schema Evolution in an Object-oriented Database System.", Accepted by IEEE Transactions on Knowledge and Data Engineering, March 1996. .
Calton Pu and Ling Liu " Relaxing the Consistency and Stability Assumptions", Department of Computer Science and Engineering, Oregon Graduate Institute, July 1995.
Ling Liu. " Adaptive Approach to Schema Design and Evaluation in Object-oriented Information Systems", In Proceedings of 14th Object-oriented & Entity Relationship Conference. Gold Coast, Australia (Dec. 12-15, 1995), pp21-31. Also available as TR95-20, Department of Computing Science, University of Alberta.
Ling Liu and Calton Pu. "Distributed Interoperable Object Model and Its Application to Large-scale Interoperable Database Systems ", In ACM International Conference on Information and Knowledge Management (CIKM'95), November 28 - December 2, 1995 Baltimore, Maryland, USA.
Ling Liu and Calton Pu. "The DIOM Approach to Large-scale Interoperable Database Systems", TR95-16, Department of Computing Science, University of Alberta.
Ling Liu, Calton Pu, Roger Barga, Tong Zhou. " Differential Evaluation of Continual Queries ", TR95-17, Department of Computing Science, University of Alberta.
Ling Liu and Elisa Bertino. " Object-oriented Algebra and Calculus for Hierarchically Complex Objects ", Submitted for publication.
Ling Liu. " Maintaining Database Consistency in the Presence of Schema Evolution", In Proceedings of IFIP International Working Conference on Data Semantics (DS6), Atlanta (May 30 - June 2 1995). Also appeared in the book "Database Applications Semantics", edited by Robert Meersman and Leo Mark, Chapman & Hall, 1997, pp549-571.

1994

Ling Liu, R. Zicari, K. Lieberherr, and W. Hursch. " The Role of Polymorphic Reuse Mechanisms in Schema Evolution in an Object-oriented Database System.", submitted for publication.
Ling Liu. " Design and Evaluation Rules for Building Adaptive Schema in an Object-oriented Database and Knowledge System", In Proceedings of ACM Conference on Information and Knowledge Management. Washington D.C. (Nov. 1994) pp 329 - 336.
Ling Liu, R. Zicari, K. Lieberherr, and W. Hursch. " Polymorphic Reuse Mechanisms for Object-oriented Database Specifications.", In Proceedings of the 10th IEEE Int. Conf. on Data Engineering, (Houston, 1994) pp 180-189.
Ling Liu. " Adaptive Schema Design and Evaluation in Object-oriented Information Systems", Unpublished manuscript, Jan. 1993
Ling Liu. " Maintaining Database Consistency in the Presence of Schema Evolution: An Evolutionary Approach based on Versions of Schema", Submitted for publication.

1993

Ling Liu and Robert Meersman. " The Basic Building Blocks for Modeling Communication Behavior of Complex Objects: an Activity-driven Approach", Submitted for publication.
Ling Liu. " An Object-centered Approach for Manipulating Hierarchically Complex Objects", In: Lecture Notes in Computer Science 742: Object Technologies for Advanced Software (Springer Verlag, 1993) pp194-219.
Ling Liu. " A Recursive Object Algebra based on Aggregation Abstraction for Complex Objects." In: Journal of Data and Knowledge Engineering . Vol.11 (1993, North Holland) pp21-60.
Ling Liu. " A Formal Approach to Structure, Algebra, and Communication Behavior of Complex Objects.", Ph.D. Dissertation, University of Tilburg ISBN 90-9005694-7 303ms.

1992

Ling Liu and Robert Meersman. " Activity Model: A Declarative Approach for Capturing Communication Behavior in Object-oriented Database Systems.", In Proceedings of the 18th Int. Conf. on Very Large DataBases (Morgan Kaufmann) pp481-493.
Ling Liu. " Exploring Semantics in Aggregation Hierarchy for Object-oriented Databases", In Proceedings of the 8th Int. Conf. on Data Engineering Pheonix, Arizona (Feb. 1992) pp116-225.
Ling Liu and Joost Dijkstra. " Object-oriented Modeling and Its Tool Support for a Multimedia Database System", In Proceedings of Int. Conf. on Management of Data Bangalore (July 1992) pp159-499.
Ling Liu and Robert Meersman. " Extensibility in Object-oriented Database Systems.", In Sprite: An Integrated System for Multimdeia Document Storage and Retrieval in a Technical Documentation Environment (ed.) J. Hoppe (Springer Verlag, 1992).
Ling Liu. " Comment on Striving after Logical Data Independences"", In Tinbergen Institute Research Bulletin Vol.4, No.1 (1992) pp47-48.

Previous Referred Publications

Acknowledgement: The publications in this page were results from projects that are supported in part by the National Science Foundation under NetSE program, CyberTrust program, and CSR program as well as grants from industry such as IBM, Intel. Any opinions, findings and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect those of the National Science Foundation and our industry sponsors.

March 17, 1997

Last updated Dec. 15, 1999 . Ling Liu < lingliu@cc.gatech.edu >