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ORCIDYufa Zhou 0001
Person information
- affiliation: University of Pennsylvania, PA, USA
Other persons with the same name
- Yufa Zhou (aka: Yu-Fa Zhou) — disambiguation page
- Yufa Zhou 0002 — Hefei CLT Microelectronics, Hefei, China
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2020 – today
- 2024
[i9]Jiuxiang Gu, Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou:
Tensor Attention Training: Provably Efficient Learning of Higher-order Transformers. CoRR abs/2405.16411 (2024)- [i8]Jiuxiang Gu, Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou:
Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective. CoRR abs/2405.16418 (2024) - [i7]Jiuxiang Gu, Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou:
Differential Privacy of Cross-Attention with Provable Guarantee. CoRR abs/2407.14717 (2024) - [i6]Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Yufa Zhou:
Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time. CoRR abs/2408.13233 (2024) - [i5]Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Yufa Zhou:
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers. CoRR abs/2410.09375 (2024) - [i4]Xiaoyu Li, Yingyu Liang, Zhenmei Shi, Zhao Song, Yufa Zhou:
Fine-grained Attention I/O Complexity: Comprehensive Analysis for Backward Passes. CoRR abs/2410.09397 (2024) - [i3]Yingyu Liang, Jiangxuan Long, Zhenmei Shi, Zhao Song, Yufa Zhou:
Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix. CoRR abs/2410.11261 (2024) - [i2]Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Jing Liu, Ruiyi Zhang, Ryan A. Rossi, Hao Tan, Tong Yu, Xiang Chen, Yufan Zhou, Tong Sun, Pu Zhao, Yanzhi Wang, Jiuxiang Gu:
Numerical Pruning for Efficient Autoregressive Models. CoRR abs/2412.12441 (2024) - [i1]Xuan Shen, Zhao Song, Yufa Zhou, Bo Chen, Yanyu Li, Yifan Gong, Kai Zhang, Hao Tan, Jason Kuen, Henghui Ding, Zhihao Shu, Wei Niu, Pu Zhao, Yanzhi Wang, Jiuxiang Gu:
LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers. CoRR abs/2412.12444 (2024)
Coauthor Index
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