Publications

Publications by categories in reversed chronological order.

  1. Hexcute: A Tile-based Programming Language with Automatic Layout and Task-Mapping Synthesis
    Xiao ZhangYaoyao Ding, Yang Hu, and Gennady Pekhimenko
  2. Tilus: A Tile-Level GPGPU Programming Language for Low-Precision Computation
  1. Grape: Practical and Efficient Graphed Execution for Dynamic Deep Neural Networks on GPUs
    Bojian ZhengCody Hao Yu, Jie Wang,  Yaoyao DingYizhi LiuYida Wang, and Gennady Pekhimenko
  2. Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programs
  1. IOS: Inter-Operator Scheduler for CNN Acceleration
  1. GAN Compression: Efficient Architectures for Interactive Conditional GANs
    Muyang LiJi LinYaoyao DingZhijian LiuJun-Yan Zhu, and Song Han
  1. CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario
    Huichu Zhang, Siyuan FengChang LiuYaoyao Ding, Yichen Zhu, Zihan ZhouWeinan ZhangYong YuHaiming Jin, and Zhenhui Li