Genghan Zhang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Tensor Decomposition

Document Ranking

Relational Algebra

Top Venues

Proc. ACM Program. Lang.

CCF Trans. High Perform. Comput.

Publications

Zhongming Yu, Genghan Zhang, Hanxian Huang, Xin Chen, Jishen Zhao
GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU. CoRR (2024)
Yu Sun, Xinhao Li, Karan Dalal, Jiarui Xu, Arjun Vikram, Genghan Zhang, Yann Dubois, Xinlei Chen, Xiaolong Wang, Sanmi Koyejo, Tatsunori Hashimoto, Carlos Guestrin
Learning to (Learn at Test Time): RNNs with Expressive Hidden States. CoRR (2024)
Tianyu Fu, Haofeng Huang, Xuefei Ning, Genghan Zhang, Boju Chen, Tianqi Wu, Hongyi Wang, Zixiao Huang, Shiyao Li, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression. CoRR (2024)
Genghan Zhang, Olivia Hsu, Fredrik Kjolstad
Compilation of Modular and General Sparse Workspaces. CoRR (2024)
Je-Yong Lee, Donghyun Lee, Genghan Zhang, Mo Tiwari, Azalia Mirhoseini
CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models. CoRR (2024)
Genghan Zhang, Olivia Hsu, Fredrik Kjolstad
Compilation of Modular and General Sparse Workspaces. Proc. ACM Program. Lang. 8 (PLDI) (2024)
Kai Zhong, Zhenhua Zhu, Guohao Dai, Hongyi Wang, Xinhao Yang, Haoyu Zhang, Jin Si, Qiuli Mao, Shulin Zeng, Ke Hong, Genghan Zhang, Huazhong Yang, Yu Wang
FEASTA: A Flexible and Efficient Accelerator for Sparse Tensor Algebra in Machine Learning. ASPLOS (3) (2024)
Chenggang Zhao, Genghan Zhang, Mingyu Gao
Canvas: End-to-End Kernel Architecture Search in Neural Networks. CoRR (2023)
Zhongming Yu, Guohao Dai, Shang Yang, Genghan Zhang, Hengrui Zhang, Feiwen Zhu, June Yang, Jishen Zhao, Yu Wang
HyperGef: A Framework Enabling Efficient Fusion for Hypergraph Neural Network on GPUs. MLSys (2023)
Genghan Zhang, Yuetong Zhao, Yanting Tao, Zhongming Yu, Guohao Dai, Sitao Huang, Yuan Wen, Pavlos Petoumenos, Yu Wang
Sgap: towards efficient sparse tensor algebra compilation for GPU. CCF Trans. High Perform. Comput. 5 (2) (2023)
Genghan Zhang, Yuetong Zhao, Yanting Tao, Zhongming Yu, Guohao Dai, Sitao Huang, Yuan Wen, Pavlos Petoumenos, Yu Wang
Sgap: Towards Efficient Sparse Tensor Algebra Compilation for GPU. CoRR (2022)