Zhekai Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Interactive Learning

Matrix Multiplication

Pruning Strategy

Top Venues

Publications

Yujun Lin, Haotian Tang, Shang Yang, Zhekai Zhang, Guangxuan Xiao, Chuang Gan, Song Han
QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving. CoRR (2024)
Baojiang Li, Shengjie Qiu, Jibo Bai, Bin Wang, Zhekai Zhang, Liang Li, Haiyan Wang, Xichao Wang
Interactive learning for multi-finger dexterous hand: A model-free hierarchical deep reinforcement learning approach. Knowl. Based Syst. 295 (2024)
Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator. HPCA (2024)
Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxin Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
DOTA: A Dynamically-Operated Photonic Tensor Core for Energy-Efficient Transformer Accelerator. CoRR (2023)
Yujun Lin, Zhekai Zhang, Haotian Tang, Hanrui Wang, Song Han
PointAcc: Efficient Point Cloud Accelerator. CoRR (2021)
Yujun Lin, Zhekai Zhang, Haotian Tang, Hanrui Wang, Song Han
PointAcc: Efficient Point Cloud Accelerator. MICRO (2021)
Hanrui Wang, Zhekai Zhang, Song Han
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning. HPCA (2021)
Xiao Hu, Ming-Ching Chang, Yuwei Chen, Rahul Sridhar, Zhenyu Hu, Yunhe Xue, Zhenyu Wu, Pengcheng Pi, Jiayi Shen, Jianchao Tan, Xiangru Lian, Ji Liu, Zhangyang Wang, Chia-Hsiang Liu, Yu-Shin Han, Yuan-Yao Sung, Yi Lee, Kai-Chiang Wu, Wei-Xiang Guo, Rick Lee, Shengwen Liang, Zerun Wang, Guiguang Ding, Gang Zhang, Teng Xi, Yubei Chen, Han Cai, Ligeng Zhu, Zhekai Zhang, Song Han, Seonghwan Jeong, YoungMin Kwon, Tianzhe Wang, Jeffery Pan
The 2020 Low-Power Computer Vision Challenge. AICAS (2021)
Zhekai Zhang, Hanrui Wang, Song Han, William J. Dally
SpArch: Efficient Architecture for Sparse Matrix Multiplication. CoRR (2020)
Zhekai Zhang, Hanrui Wang, Song Han, William J. Dally
SpArch: Efficient Architecture for Sparse Matrix Multiplication. HPCA (2020)
Hanrui Wang, Zhekai Zhang, Song Han
SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning. CoRR (2020)
Han Cai, Chuang Gan, Tianzhe Wang, Zhekai Zhang, Song Han
Once-for-All: Train One Network and Specialize it for Efficient Deployment. ICLR (2020)
Wenda Qiu, Yueyang Xianzang, Zhekai Zhang
Benchmark Visual Question Answer Models by using Focus Map. CoRR (2018)