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2020 – today
- 2025
[c8]Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Yufa Zhou:
Looped ReLU MLPs May Be All You Need as Practical Programmable Computers. AISTATS 2025: 2647-2655- [c7]Yang Cao
, Bo Chen, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan:
Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling. CIKM 2025: 179-188 - [c6]Bo Chen, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
HSR-Enhanced Sparse Attention Acceleration. CPAL 2025: 105-133 - [c5]Yuefan Cao, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Jiahao Zhang:
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies. ICML 2025 - [c4]Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan, Xugang Ye:
NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism. UAI 2025: 673-704 - [c3]Jiuxiang Gu, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
Differential Privacy Mechanisms in Neural Tangent Kernel Regression. WACV 2025: 2342-2356 - [i17]Yekun Ke, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis. CoRR abs/2501.04377 (2025) - [i16]Yuefan Cao, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation. CoRR abs/2501.09982 (2025) - [i15]Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan:
High-Order Matching for One-Step Shortcut Diffusion Models. CoRR abs/2502.00688 (2025) - [i14]Yuefan Cao, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Jiahao Zhang:
Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies. CoRR abs/2502.00690 (2025) - [i13]Yekun Ke, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
DPBloomfilter: Securing Bloom Filters with Differential Privacy. CoRR abs/2502.00693 (2025) - [i12]Yang Cao, Bo Chen, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan:
Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling. CoRR abs/2502.08150 (2025) - [i11]Chengyue Gong, Yekun Ke, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
On Computational Limits of FlowAR Models: Expressivity and Efficiency. CoRR abs/2502.16490 (2025) - [i10]Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan:
HOFAR: High-Order Augmentation of Flow Autoregressive Transformers. CoRR abs/2503.08032 (2025) - [i9]Haoran Cheng, Qide Dong, Liang Peng, Zhizhou Sha, Weiguo Feng, Jinghui Xie, Zhao Song, Shilei Wen, Xiaofei He, Boxi Wu:
Discriminator-Free Direct Preference Optimization for Video Diffusion. CoRR abs/2504.08542 (2025) - [i8]Hanqing Zhu, Zhenyu Zhang, Hanxian Huang, DiJia Su, Zechun Liu, Jiawei Zhao, Igor Fedorov, Hamed Pirsiavash, Zhizhou Sha, Jinwon Lee, David Z. Pan, Zhangyang Wang, Yuandong Tian, Kai Sheng Tai:
The Path Not Taken: RLVR Provably Learns Off the Principals. CoRR abs/2511.08567 (2025) - 2024
- [c2]Yilin Wang, Haiyang Xu, Xiang Zhang, Zeyuan Chen, Zhizhou Sha, Zirui Wang, Zhuowen Tu:
OmniControlNet: Dual-stage Integration for Conditional Image Generation. CVPR Workshops 2024: 7436-7448 - [c1]Zirui Wang, Zhizhou Sha, Zheng Ding, Yilin Wang, Zhuowen Tu:
TokenCompose: Text-to-Image Diffusion with Token-Level Supervision. CVPR 2024: 8553-8564 - [i7]Yilin Wang, Haiyang Xu, Xiang Zhang, Zeyuan Chen, Zhizhou Sha, Zirui Wang, Zhuowen Tu:
OmniControlNet: Dual-stage Integration for Conditional Image Generation. CoRR abs/2406.05871 (2024) - [i6]Jiuxiang Gu, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
Differential Privacy Mechanisms in Neural Tangent Kernel Regression. CoRR abs/2407.13621 (2024) - [i5]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) - [i4]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) - [i3]Bo Chen, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song:
HSR-Enhanced Sparse Attention Acceleration. CoRR abs/2410.10165 (2024) - 2023
- [i2]Yilin Wang, Zeyuan Chen, Liangjun Zhong, Zheng Ding, Zhizhou Sha, Zhuowen Tu:
Dolfin: Diffusion Layout Transformers without Autoencoder. CoRR abs/2310.16305 (2023) - [i1]Zirui Wang, Zhizhou Sha, Zheng Ding, Yilin Wang, Zhuowen Tu:
TokenCompose: Grounding Diffusion with Token-level Supervision. CoRR abs/2312.03626 (2023)
Coauthor Index
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