HiCo: Hierarchical Controllable Diffusion Model for Layout-to-image Generation. - Bo Cheng 016; Yuhang Ma; Liebucha Wu; Shanyuan Liu; Ao Ma 005; Xiaoyu Wu; Dawei Leng; Yuhui Yin (NeurIPS, 2024)

FancyVideo: Towards Dynamic and Consistent Video Generation via Cross-frame Textual Guidance. - Jiasong Feng; Ao Ma 005; Jing Wang; Bo Cheng 016; Xiaodan Liang; Dawei Leng; Yuhui Yin (CoRR, 2024)

Qihoo-T2X: An Efficiency-Focused Diffusion Transformer via Proxy Tokens for Text-to-Any-Task. - Jing Wang; Ao Ma 005; Jiasong Feng; Dawei Leng; Yuhui Yin; Xiaodan Liang (CoRR, 2024)

Bridge Diffusion Model: Bridge Chinese Text-to-Image Diffusion Model with English Communities. - Shanyuan Liu; Bo Cheng 016; Yuhang Ma; Liebucha Wu; Ao Ma 005; Xiaoyu Wu; Dawei Leng; Yuhui Yin (AAAI, 2025)

PT-T2I/V: An Efficient Proxy-Tokenized Diffusion Transformer for Text-to-Image/Video-Task. - Jing Wang; Ao Ma 005; Jiasong Feng; Dawei Leng; Yuhui Yin; Xiaodan Liang (ICLR, 2025)

RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers. - Ke Cao; Jing Wang; Ao Ma 005; Jiasong Feng; Zhanjie Zhang; Xuanhua He; Shanyuan Liu; Bo Cheng 016; Dawei Leng; Yuhui Yin; Jie Zhang 033 (CoRR, 2025)

WISA: World Simulator Assistant for Physics-Aware Text-to-Video Generation. - Jing Wang; Ao Ma 005; Ke Cao; Jun Zheng; Zhanjie Zhang; Jiasong Feng; Shanyuan Liu; Yuhang Ma; Bo Cheng 016; Dawei Leng; Yuhui Yin; Xiaodan Liang (CoRR, 2025)

U-StyDiT: Ultra-high Quality Artistic Style Transfer Using Diffusion Transformers. - Zhanjie Zhang; Ao Ma 005; Ke Cao; Jing Wang; Shanyuan Liu; Yuhang Ma; Bo Cheng 016; Dawei Leng; Yuhui Yin (CoRR, 2025)

NAMI: Efficient Image Generation via Progressive Rectified Flow Transformers. - Yuhang Ma; Bo Cheng 016; Shanyuan Liu; Ao Ma 005; Xiaoyu Wu; Liebucha Wu; Dawei Leng; Yuhui Yin (CoRR, 2025)

PlanGen: Towards Unified Layout Planning and Image Generation in Auto-Regressive Vision Language Models. - Runze He; Bo Cheng 016; Yuhang Ma; Qingxiang Jia; Shanyuan Liu; Ao Ma 005; Xiaoyu Wu; Liebucha Wu; Dawei Leng; Yuhui Yin (CoRR, 2025)