Maximum Likelihood Training for Score-based Diffusion ODEs by High Order Denoising Score Matching. - Cheng Lu 011; Kaiwen Zheng 003; Fan Bao; Jianfei Chen 001; Chongxuan Li; Jun Zhu 001 (ICML, 2022)

PREIM3D: 3D Consistent Precise Image Attribute Editing from a Single Image. - Jianhui Li; Jianmin Li 001; Haoji Zhang 001; Shilong Liu 004; Zhengyi Wang; Zihao Xiao 002; Kaiwen Zheng 003; Jun Zhu 001 (CVPR, 2023)

Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs. - Kaiwen Zheng 003; Cheng Lu 011; Jianfei Chen 001; Jun Zhu 001 (ICML, 2023)

DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics. - Kaiwen Zheng 003; Cheng Lu 011; Jianfei Chen 001; Jun Zhu 001 (NeurIPS, 2023)

Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis. - Zehua Chen 005; Guande He; Kaiwen Zheng 003; Xu Tan 003; Jun Zhu 001 (CoRR, 2023)

InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image. - Jianhui Li; Shilong Liu 004; Zidong Liu; Yikai Wang 001; Kaiwen Zheng 003; Jinghui Xu; Jianmin Li 001; Jun Zhu 001 (ICLR, 2024)

Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model. - Min Zhao 013; Hongzhou Zhu; Chendong Xiang; Kaiwen Zheng 003; Chongxuan Li; Jun Zhu 001 (NeurIPS, 2024)

Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control. - Huayu Chen; Kaiwen Zheng 003; Hang Su 006; Jun Zhu 001 (NeurIPS, 2024)

Consistency Diffusion Bridge Models. - Guande He; Kaiwen Zheng 003; Jianfei Chen 001; Fan Bao; Jun Zhu 001 (NeurIPS, 2024)

Vidu: a Highly Consistent, Dynamic and Skilled Text-to-Video Generator with Diffusion Models. - Fan Bao; Chendong Xiang; Gang Yue; Guande He; Hongzhou Zhu; Kaiwen Zheng 003; Min Zhao 013; Shilong Liu 004; Yaole Wang; Jun Zhu 001 (CoRR, 2024)

Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling. - Kaiwen Zheng 003; Yongxin Chen; Hanzi Mao; Ming-Yu Liu 001; Jun Zhu 001; Qinsheng Zhang (ICLR, 2025)

Elucidating the Preconditioning in Consistency Distillation. - Kaiwen Zheng 003; Guande He; Jianfei Chen 001; Fan Bao; Jun Zhu 001 (ICLR, 2025)

Diffusion Bridge Implicit Models. - Kaiwen Zheng 003; Guande He; Jianfei Chen 001; Fan Bao; Jun Zhu 001 (ICLR, 2025)

Visual Generation Without Guidance. - Huayu Chen; Kai Jiang; Kaiwen Zheng 003; Jianfei Chen 001; Hang Su 006; Jun Zhu 001 (ICML, 2025)

Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator. - Kaiwen Zheng 003; Yongxin Chen; Huayu Chen; Guande He; Ming-Yu Liu 001; Jun Zhu 001; Qinsheng Zhang (ICML, 2025)

Bridging Supervised Learning and Reinforcement Learning in Math Reasoning. - Huayu Chen; Kaiwen Zheng 003; Qinsheng Zhang; Ganqu Cui; Yin Cui; Haotian Ye; Tsung-Yi Lin; Ming-Yu Liu 001; Jun Zhu 001; Haoxiang Wang (CoRR, 2025)

DiffusionNFT: Online Diffusion Reinforcement with Forward Process. - Kaiwen Zheng 003; Huayu Chen; Haotian Ye; Haoxiang Wang; Qinsheng Zhang; Kai Jiang; Hang Su 006; Stefano Ermon; Jun Zhu 001; Ming-Yu Liu 001 (CoRR, 2025)

SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention. - Jintao Zhang; Haoxu Wang; Kai Jiang; Shuo Yang 011; Kaiwen Zheng 003; Haocheng Xi; Ziteng Wang; Hongzhou Zhu; Min Zhao 013; Ion Stoica; Joseph E. Gonzalez; Jun Zhu 001; et al. (CoRR, 2025)

VoiceBridge: Designing Latent Bridge Models for General Speech Restoration at Scale. - Chi Zhang 007; Zehua Chen 005; Kaiwen Zheng 003; Jun Zhu 001 (CoRR, 2025)

Large Scale Diffusion Distillation via Score-Regularized Continuous-Time Consistency. - Kaiwen Zheng 003; Yuji Wang; Qianli Ma; Huayu Chen; Jintao Zhang; Yogesh Balaji; Jianfei Chen 001; Ming-Yu Liu 001; Jun Zhu 001; Qinsheng Zhang (CoRR, 2025)

Data-regularized Reinforcement Learning for Diffusion Models at Scale. - Haotian Ye; Kaiwen Zheng 003; Jiashu Xu; Puheng Li; Huayu Chen; Jiaqi Han; Sheng Liu; Qinsheng Zhang; Hanzi Mao; Zekun Hao; Prithvijit Chattopadhyay; Dinghao Yang; et al. (CoRR, 2025)

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times. - Jintao Zhang; Kaiwen Zheng 003; Kai Jiang; Haoxu Wang; Ion Stoica; Joseph E. Gonzalez; Jianfei Chen 001; Jun Zhu 001 (CoRR, 2025)

Vidarc: Embodied Video Diffusion Model for Closed-loop Control. - Yao Feng 002; Chendong Xiang; Xinyi Mao; Hengkai Tan; Zuyue Zhang; Shuhe Huang; Kaiwen Zheng 003; Haitian Liu; Hang Su 006; Jun Zhu 001 (CoRR, 2025)

SLA2: Sparse-Linear Attention with Learnable Routing and QAT. - Jintao Zhang; Haoxu Wang; Kai Jiang; Kaiwen Zheng 003; Youhe Jiang; Ion Stoica; Jianfei Chen 001; Jun Zhu 001; Joseph E. Gonzalez (CoRR, 2026)

Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation. - Min Zhao 013; Hongzhou Zhu; Kaiwen Zheng 003; Zihan Zhou; Bokai Yan; Xinyuan Li; Xiao Yang 028; Chongxuan Li; Jun Zhu 001 (CoRR, 2026)

minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models. - Min Zhao 013; Hongzhou Zhu; Bokai Yan; Zihan Zhou; Yimin Chen; Wenqiang Sun; Kaiwen Zheng 003; Guande He; Xiao Yang 028; Chongxuan Li; Fan Bao; Jun Zhu 001 (CoRR, 2026)