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Keren Zhou

Keren Zhou

Assistant Professor

George Mason University

I am an Assistant Professor in the Department of Computer Science at George Mason University, where I work with talented and motivated students in our lab. It is a privilege to learn from them and support their growth as researchers and engineers.

Interests
  • High Performance Computing
  • Parallel Algorithms
  • Program Analysis
  • Machine Learning
Education
  • PhD in Computer Science, 2022

    Rice University

Latest

  • Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context
  • Proton: Towards Multi-level, Adaptive Profiling for Triton
  • Paper Accepted at CGO 2026
  • Triton-Sanitizer: A Fast and Device-Agnostic Memory Sanitizer for Triton with Rich Diagnostic Context
  • Comprehensive Evaluation of LLMs in HPC Code Performance Optimization
  • DeepContext: A Context-aware, Cross-platform, and Cross-framework Tool for Performance Profiling and Analysis of Deep Learning Workloads
  • Triton-Viz: Visualizing GPU Programming in AI Courses
  • SS1: Accelerating Inference with Fast and Expressive Sketch Structured Transform
  • Deep Learning-based GPU Simulation for Agile Architecture-Algorithm Co-design
  • Torch-Monitor: A Comprehensive Call Path Profiling Tool for PyTorch

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