Tong Zhou

About Me

I am currently a CS PhD student at Georgia Tech, working with Prof. Vivek Sarkar. My research area is compiler optimization and parallel computing. My work has focused on building programming tools and compiler techniques that improve code performance and programming productivity, especially for domains such as scientific computing and machine learning.

Publications

• APPy: Annotated Parallelism for Python on GPUs
  Tong Zhou, Jun Shirako, Vivek Sarkar.
  Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction (CC 2024). March 2024.
  [abstract] [pdf] [code]
• ReACT: Redundancy-aware code generation for tensor expressions
  Tong Zhou, Ruiqin Tian, Rizwan A Ashraf, Roberto Gioiosa, Gokcen Kestor, Vivek Sarkar.
  Proceedings of the International Conference on Parallel Architectures and Compilation Techniques (PACT 2022). October 2022.
  [abstract] [pdf]
• Intrepydd: performance, productivity, and portability for data science application kernels
  Tong Zhou, Jun Shirako, Anirudh Jain, Sriseshan Srikanth, Thomas M Conte, Richard Vuduc, Vivek Sarkar.
  Proceedings of the 2020 ACM SIGPLAN International Symposium on New Ideas, New Paradigms, and Reflections on Programming and Software (Onward! 2020). November 2020.
  [abstract] [pdf]
• Valence: Variable Length Calling Context Encoding.
  Tong Zhou, Michael R. Jantz, Prasad A. Kulkarni, Kshitij A. Doshi, and Vivek Sarkar.
  28th ACM SIGPLAN International Conference on Compiler Construction (CC 2019). February 2019.
  [abstract] [pdf] [slides]
• MemBrain: Automated Application Guidance for Hybrid Memory Systems.
  M. Benjamin Olson, Tong Zhou, Michael R. Jantz, Kshitij A. Doshi, M. Graham Lopez, and Oscar Hernandez.
  13th IEEE International Conference on Networking, Architecture, and Storage (NAS 2018). October 2018. (Awarded Best Paper)
  [abstract] [pdf]

Contact

• tz at gatech edu
• 2337 Klaus Advanced Computing Building, 266 Ferst Dr NW, Atlanta, GA 30332