Dolfin: Diffusion Layout Transformers without Autoencoder. - Yilin Wang; Zeyuan Chen; Liangjun Zhong; Zheng Ding; Zhizhou Sha; Zhuowen Tu (CoRR, 2023)

TokenCompose: Grounding Diffusion with Token-level Supervision. - Zirui Wang; Zhizhou Sha; Zheng Ding; Yilin Wang; Zhuowen Tu (CoRR, 2023)

TokenCompose: Text-to-Image Diffusion with Token-Level Supervision. - Zirui Wang; Zhizhou Sha; Zheng Ding; Yilin Wang; Zhuowen Tu (CVPR, 2024)

OmniControlNet: Dual-stage Integration for Conditional Image Generation. - Yilin Wang; Haiyang Xu 002; Xiang Zhang 015; Zeyuan Chen; Zhizhou Sha; Zirui Wang; Zhuowen Tu (CVPR Workshops, 2024)

Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time. - Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Yufa Zhou 001 (CoRR, 2024)

Looped ReLU MLPs May Be All You Need as Practical Programmable Computers. - Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Yufa Zhou 001 (AISTATS, 2025)

HSR-Enhanced Sparse Attention Acceleration. - Bo Chen 029; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002 (CPAL, 2025)

NRFlow: Towards Noise-Robust Generative Modeling via High-Order Mechanism. - Bo Chen 029; Chengyue Gong; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Mingda Wan; Xugang Ye (UAI, 2025)

Differential Privacy Mechanisms in Neural Tangent Kernel Regression. - Jiuxiang Gu; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002 (WACV, 2025)

On Computational Limits and Provably Efficient Criteria of Visual Autoregressive Models: A Fine-Grained Complexity Analysis. - Yekun Ke; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002 (CoRR, 2025)

RichSpace: Enriching Text-to-Video Prompt Space via Text Embedding Interpolation. - Yuefan Cao; Chengyue Gong; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002 (CoRR, 2025)

High-Order Matching for One-Step Shortcut Diffusion Models. - Bo Chen 029; Chengyue Gong; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Mingda Wan (CoRR, 2025)

Dissecting Submission Limit in Desk-Rejections: A Mathematical Analysis of Fairness in AI Conference Policies. - Yuefan Cao; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Jiahao Zhang (CoRR, 2025)

DPBloomfilter: Securing Bloom Filters with Differential Privacy. - Yekun Ke; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002 (CoRR, 2025)

Force Matching with Relativistic Constraints: A Physics-Inspired Approach to Stable and Efficient Generative Modeling. - Yang Cao 020; Bo Chen 029; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Mingda Wan (CoRR, 2025)

On Computational Limits of FlowAR Models: Expressivity and Efficiency. - Chengyue Gong; Yekun Ke; Xiaoyu Li 001; Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002 (CoRR, 2025)

HOFAR: High-Order Augmentation of Flow Autoregressive Transformers. - Yingyu Liang; Zhizhou Sha; Zhenmei Shi; Zhao Song 002; Mingda Wan (CoRR, 2025)

Discriminator-Free Direct Preference Optimization for Video Diffusion. - Haoran Cheng; Qide Dong; Liang Peng; Zhizhou Sha; Weiguo Feng; Jinghui Xie; Zhao Song 002; Shilei Wen; Xiaofei He 001; Boxi Wu (CoRR, 2025)