| 2025 | AISTATS | Looped ReLU MLPs May Be All You Need as Practical Programmable Computers. | Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Yufa Zhou |
| 2025 | CIKM | Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling. | Yang Cao, Bo Chen, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan |
| 2025 | ICCV | Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective. | Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan, Yufa Zhou |
| 2025 | ICML | Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies. | Yuefan Cao, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Jiahao Zhang |
| 2025 | WACV | Differential Privacy Mechanisms in Neural Tangent Kernel Regression. | Jiuxiang Gu, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song |
| 2025 | UAI | NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism. | Bo Chen, Chengyue Gong, Xiaoyu Li, Yingyu Liang, Zhizhou Sha, Zhenmei Shi, Zhao Song, Mingda Wan, Xugang Ye |
| 2024 | CVPR | TokenCompose: Text-to-Image Diffusion with Token-Level Supervision. | Zirui Wang, Zhizhou Sha, Zheng Ding, Yilin Wang, Zhuowen Tu |
| 2024 | CVPR | OmniControlNet: Dual-stage Integration for Conditional Image Generation. | Yilin Wang, Haiyang Xu, Xiang Zhang, Zeyuan Chen, Zhizhou Sha, Zirui Wang, Zhuowen Tu |