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ORCIDGenghan Zhang
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2020 – today
- 2024
[j2]Genghan Zhang
, Olivia Hsu, Fredrik Kjolstad:
Compilation of Modular and General Sparse Workspaces. Proc. ACM Program. Lang. 8(PLDI): 1213-1238 (2024)- [c2]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: 349-366 - [i7]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 abs/2404.03019 (2024) - [i6]Genghan Zhang, Olivia Hsu, Fredrik Kjolstad:
Compilation of Modular and General Sparse Workspaces. CoRR abs/2404.04541 (2024) - [i5]Je-Yong Lee, Donghyun Lee, Genghan Zhang, Mo Tiwari, Azalia Mirhoseini:
CATS: Contextually-Aware Thresholding for Sparsity in Large Language Models. CoRR abs/2404.08763 (2024) - [i4]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 abs/2406.14909 (2024) - [i3]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 abs/2407.04620 (2024) - 2023
- [j1]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): 210-227 (2023) - [c1]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 - [i2]Chenggang Zhao, Genghan Zhang, Mingyu Gao:
Canvas: End-to-End Kernel Architecture Search in Neural Networks. CoRR abs/2304.07741 (2023) - 2022
- [i1]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 abs/2209.02882 (2022)
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