PPaperPicks

Jun Zhu

Tsinghua University, State Key Laboratory of Intelligent Technology and Systems, TNList, Beijing, China

66 papers at tracked venues · 60 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6254-2388 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×18ICLR ×15ICML ×15AAAI ×4ECCV ×4ICCV ×3CVPR ×2ACL ×1ACM MM ×1IJCAI ×1OOPSLA ×1SIGKDD ×1

Frequent coauthors

Hang Su
×23
Jianfei Chen
×18
Yinpeng Dong
×10
Zhengyi Wang
×9
Kaiwen Zheng
×9
Huayu Chen
×8
Yikai Wang
×7
Xiao Yang
×7
Guande He
×6
Chongxuan Li
×5
Yichi Zhang
×5
Zehua Chen
×4

Papers

  1. Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding
    AAAI 2026 ·
    Youze Wang
    ,
    Zijun Chen
    ,
    Ruoyu Chen
    ,
    Shishen Gu
    ,
    Wenbo Hu
    ,
    Jiayang Liu
    ,
    Yinpeng Dong
    ,
    Hang Su
    , Jun Zhu,
    Meng Wang
    ,
    Richang Hong
  2. ControlAudio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling
    ACL 2026 ·
    Yuxuan Jiang
    ,
    Zehua Chen
    ,
    Zeqian Ju
    ,
    Yusheng Dai
    ,
    Weibei Dou
    , Jun Zhu
  3. H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation
    AAAI 2026 ·
    Hongzhe Bi
    ,
    Lingxuan Wu
    ,
    Tianwei Lin
    ,
    Hengkai Tan
    ,
    Zhizhong Su
    ,
    Hang Su
    , Jun Zhu
  4. A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
    NeurIPS 2025 ·
    Yuhao Zhou
    ,
    Jintao Xu
    ,
    Bingrui Li
    ,
    Chenglong Bao
    ,
    Chao Ding
    , Jun Zhu
  5. Adaptive Shielding via Parametric Safety Proofs
    OOPSLA 2025 ·
    Yao Feng
    , Jun Zhu,
    André Platzer
    ,
    Jonathan Laurent
  6. Audio Super-Resolution with Latent Bridge Models
    NeurIPS 2025 ·
    Chang Li
    ,
    Zehua Chen
    ,
    Liyuan Wang
    , Jun Zhu
  7. DeepMesh: Auto-Regressive Artist-Mesh Creation with Reinforcement Learning
    ICCV 2025 ·
    Ruowen Zhao
    ,
    Junliang Ye
    ,
    Zhengyi Wang
    ,
    Guangce Liu
    ,
    Yiwen Chen
    ,
    Yikai Wang
    , Jun Zhu
  8. Diffusion Bridge Implicit Models
    ICLR 2025 ·
    Kaiwen Zheng
    ,
    Guande He
    ,
    Jianfei Chen
    ,
    Fan Bao
    , Jun Zhu
  9. Dimensionx: Create Any 3D and 4D Scenes From a Single Image With Decoupled Video Diffusion
    ICCV 2025 ·
    Wenqiang Sun
    ,
    Shuo Chen
    ,
    Fangfu Liu
    ,
    Zilong Chen
    ,
    Yueqi Duan
    , Jun Zhu,
    Jun Zhang
    ,
    Yikai Wang
  10. Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
    ICML 2025 ·
    Kaiwen Zheng
    ,
    Yongxin Chen
    ,
    Huayu Chen
    ,
    Guande He
    ,
    Ming-Yu Liu
    , Jun Zhu,
    Qinsheng Zhang
  11. Elucidating the Preconditioning in Consistency Distillation
    ICLR 2025 ·
    Kaiwen Zheng
    ,
    Guande He
    ,
    Jianfei Chen
    ,
    Fan Bao
    , Jun Zhu
  12. Fairness without Demographics through Learning Graph of Gradients
    SIGKDD 2025 ·
    Yingtao Luo
    ,
    Zhixun Li
    ,
    Qiang Liu
    , Jun Zhu
  13. FrameBridge: Improving Image-to-Video Generation with Bridge Models
    ICML 2025 ·
    Yuji Wang
    ,
    Zehua Chen
    ,
    Xiaoyu Chen
    ,
    Yixiang Wei
    , Jun Zhu,
    Jianfei Chen
  14. FreeAudio: Training-Free Timing Planning for Controllable Long-Form Text-to-Audio Generation
    ACM MM 2025 ·
    Yuxuan Jiang
    ,
    Zehua Chen
    ,
    Zeqian Ju
    ,
    Chang Li
    ,
    Weibei Dou
    , Jun Zhu
  15. Improving Accuracy and Calibration via Differentiated Deep Mutual Learning
    CVPR 2025 ·
    Han Liu
    ,
    Peng Cui
    ,
    Bingning Wang
    ,
    Weipeng Chen
    ,
    Yupeng Zhang
    , Jun Zhu,
    Xiaolin Hu
  16. Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
    ICLR 2025 ·
    Kaiwen Zheng
    ,
    Yongxin Chen
    ,
    Hanzi Mao
    ,
    Ming-Yu Liu
    , Jun Zhu,
    Qinsheng Zhang
  17. MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization
    ICCV 2025 ·
    Yiwen Chen
    ,
    Yikai Wang
    ,
    Yihao Luo
    ,
    Zhengyi Wang
    ,
    Zilong Chen
    , Jun Zhu,
    Chi Zhang
    ,
    Guosheng Lin
  18. On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
    ICLR 2025 ·
    Bingrui Li
    ,
    Wei Huang
    ,
    Andi Han
    ,
    Zhanpeng Zhou
    ,
    Taiji Suzuki
    , Jun Zhu,
    Jianfei Chen
  19. Oscillation-Reduced MXFP4 Training for Vision Transformers
    ICML 2025 ·
    Yuxiang Chen
    ,
    Haocheng Xi
    , Jun Zhu,
    Jianfei Chen
  20. Pruning Large Language Models with Semi-Structural Adaptive Sparse Training
    AAAI 2025 ·
    Weiyu Huang
    ,
    Yuezhou Hu
    ,
    Guohao Jian
    , Jun Zhu,
    Jianfei Chen
  21. RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
    ICLR 2025 ·
    Songming Liu
    ,
    Lingxuan Wu
    ,
    Bangguo Li
    ,
    Hengkai Tan
    ,
    Huayu Chen
    ,
    Zhengyi Wang
    ,
    Ke Xu
    ,
    Hang Su
    , Jun Zhu
  22. RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
    ICML 2025 ·
    Min Zhao
    ,
    Guande He
    ,
    Yixiao Chen
    ,
    Hongzhou Zhu
    ,
    Chongxuan Li
    , Jun Zhu
  23. ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
    ICLR 2025 ·
    Ziteng Wang
    , Jun Zhu,
    Jianfei Chen
  24. Robust Representation Consistency Model via Contrastive Denoising
    ICLR 2025 ·
    Jiachen Lei
    ,
    Julius Berner
    ,
    Jiongxiao Wang
    ,
    Zhongzhu Chen
    ,
    Chaowei Xiao
    ,
    Zhongjie Ba
    ,
    Kui Ren
    , Jun Zhu,
    Anima Anandkumar
  25. STAIR: Improving Safety Alignment with Introspective Reasoning
    ICML 2025 ·
    Yichi Zhang
    ,
    Siyuan Zhang
    ,
    Yao Huang
    ,
    Zeyu Xia
    ,
    Zhengwei Fang
    ,
    Xiao Yang
    ,
    Ranjie Duan
    ,
    Dong Yan
    ,
    Yinpeng Dong
    , Jun Zhu
  26. SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
    ICML 2025 ·
    Jintao Zhang
    ,
    Haofeng Huang
    ,
    Pengle Zhang
    ,
    Jia Wei
    , Jun Zhu,
    Jianfei Chen
  27. SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
    NeurIPS 2025 ·
    Jintao Zhang
    ,
    Jia Wei
    ,
    Haoxu Wang
    ,
    Pengle Zhang
    ,
    Xiaoming Xu
    ,
    Haofeng Huang
    ,
    Kai Jiang
    ,
    Jianfei Chen
    , Jun Zhu
  28. SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
    ICLR 2025 ·
    Jintao Zhang
    ,
    Jia Wei
    ,
    Pengle Zhang
    , Jun Zhu,
    Jianfei Chen
  29. Scaling Diffusion Transformers Efficiently via μP
    NeurIPS 2025 ·
    Chenyu Zheng
    ,
    Xinyu Zhang
    ,
    Rongzhen Wang
    ,
    Wei Huang
    ,
    Zhi Tian
    ,
    Weilin Huang
    , Jun Zhu,
    Chongxuan Li
  30. Self-Consistent Model-based Adaptation for Visual Reinforcement Learning
    IJCAI 2025 ·
    Xinning Zhou
    ,
    Chengyang Ying
    ,
    Yao Feng
    ,
    Hang Su
    , Jun Zhu
  31. ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
    NeurIPS 2025 ·
    Junliang Ye
    ,
    Zhengyi Wang
    ,
    Ruowen Zhao
    ,
    Shenghao Xie
    , Jun Zhu
  32. SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
    ICML 2025 ·
    Jintao Zhang
    ,
    Chendong Xiang
    ,
    Haofeng Huang
    ,
    Jia Wei
    ,
    Haocheng Xi
    , Jun Zhu,
    Jianfei Chen
  33. Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
    ICLR 2025 ·
    Huayu Chen
    ,
    Hang Su
    ,
    Peize Sun
    , Jun Zhu
  34. Visual Generation Without Guidance
    ICML 2025 ·
    Huayu Chen
    ,
    Kai Jiang
    ,
    Kaiwen Zheng
    ,
    Jianfei Chen
    ,
    Hang Su
    , Jun Zhu
  35. Accelerating Transformer Pre-training with 2: 4 Sparsity
    ICML 2024 ·
    Yuezhou Hu
    ,
    Kang Zhao
    ,
    Weiyu Huang
    ,
    Jianfei Chen
    , Jun Zhu
  36. Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
    NeurIPS 2024 ·
    Huayu Chen
    ,
    Kaiwen Zheng
    ,
    Hang Su
    , Jun Zhu
  37. C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
    NeurIPS 2024 ·
    Tianjiao Luo
    ,
    Tim Pearce
    ,
    Huayu Chen
    ,
    Jianfei Chen
    , Jun Zhu
  38. CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model
    ECCV 2024 ·
    Zhengyi Wang
    ,
    Yikai Wang
    ,
    Yifei Chen
    ,
    Chendong Xiang
    ,
    Shuo Chen
    ,
    Dajiang Yu
    ,
    Chongxuan Li
    ,
    Hang Su
    , Jun Zhu
  39. Consistency Diffusion Bridge Models
    NeurIPS 2024 ·
    Guande He
    ,
    Kaiwen Zheng
    ,
    Jianfei Chen
    ,
    Fan Bao
    , Jun Zhu
  40. DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization
    AAAI 2024 ·
    Wentse Chen
    ,
    Shiyu Huang
    ,
    Yuan Chiang
    ,
    Tim Pearce
    ,
    Wei-Wei Tu
    ,
    Ting Chen
    , Jun Zhu
  41. DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
    ICML 2024 ·
    Zhongkai Hao
    ,
    Chang Su
    ,
    Songming Liu
    ,
    Julius Berner
    ,
    Chengyang Ying
    ,
    Hang Su
    ,
    Anima Anandkumar
    ,
    Jian Song
    , Jun Zhu
  42. Diffusion Models are Certifiably Robust Classifiers
    NeurIPS 2024 ·
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Shitong Shao
    ,
    Zhongkai Hao
    ,
    Xiao Yang
    ,
    Hang Su
    , Jun Zhu
  43. DreamReward: Text-to-3D Generation with Human Preference
    ECCV 2024 ·
    Junliang Ye
    ,
    Fangfu Liu
    ,
    Qixiu Li
    ,
    Zhengyi Wang
    ,
    Yikai Wang
    ,
    Xinzhou Wang
    ,
    Yueqi Duan
    , Jun Zhu
  44. Efficient Backpropagation with Variance Controlled Adaptive Sampling
    ICLR 2024 ·
    Ziteng Wang
    ,
    Jianfei Chen
    , Jun Zhu
  45. Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
    ICML 2024 ·
    Shuyu Cheng
    ,
    Yibo Miao
    ,
    Yinpeng Dong
    ,
    Xiao Yang
    ,
    Xiao-Shan Gao
    , Jun Zhu
  46. Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
    ICLR 2024 ·
    Lingxuan Wu
    ,
    Xiao Yang
    ,
    Yinpeng Dong
    ,
    Liuwei Xie
    ,
    Hang Su
    , Jun Zhu
  47. Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
    CVPR 2024 ·
    Yichi Zhang
    ,
    Yinpeng Dong
    ,
    Siyuan Zhang
    ,
    Tianzan Min
    ,
    Hang Su
    , Jun Zhu
  48. FeedFace: Efficient Inference-based Face Personalization via Diffusion Models
    ICLR 2024 ·
    Chendong Xiang
    ,
    Armando Teles Fortes
    ,
    Khang Hui Chua
    ,
    Hang Su
    , Jun Zhu
  49. Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning
    ICML 2024 ·
    Hengkai Tan
    ,
    Songming Liu
    ,
    Kai Ma
    ,
    Chengyang Ying
    ,
    Xingxing Zhang
    ,
    Hang Su
    , Jun Zhu
  50. Grounding DINO: Marrying DINO with Grounded Pre-training for Open-Set Object Detection
    ECCV 2024 ·
    Shilong Liu
    ,
    Zhaoyang Zeng
    ,
    Tianhe Ren
    ,
    Feng Li
    ,
    Hao Zhang
    ,
    Jie Yang
    ,
    Qing Jiang
    ,
    Chunyuan Li
    ,
    Jianwei Yang
    ,
    Hang Su
    , Jun Zhu,
    Lei Zhang
  51. Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
    NeurIPS 2024 ·
    Min Zhao
    ,
    Hongzhou Zhu
    ,
    Chendong Xiang
    ,
    Kaiwen Zheng
    ,
    Chongxuan Li
    , Jun Zhu
  52. InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
    ICLR 2024 ·
    Jianhui Li
    ,
    Shilong Liu
    ,
    Zidong Liu
    ,
    Yikai Wang
    ,
    Kaiwen Zheng
    ,
    Jinghui Xu
    ,
    Jianmin Li
    , Jun Zhu
  53. Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
    ICML 2024 ·
    Haocheng Xi
    ,
    Yuxiang Chen
    ,
    Kang Zhao
    ,
    Kai Jun Teh
    ,
    Jianfei Chen
    , Jun Zhu
  54. LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
    ECCV 2024 ·
    Shilong Liu
    ,
    Hao Cheng
    ,
    Haotian Liu
    ,
    Hao Zhang
    ,
    Feng Li
    ,
    Tianhe Ren
    ,
    Xueyan Zou
    ,
    Jianwei Yang
    ,
    Hang Su
    , Jun Zhu,
    Lei Zhang
    ,
    Jianfeng Gao
    ,
    Chunyuan Li
  55. MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
    NeurIPS 2024 ·
    Yichi Zhang
    ,
    Yao Huang
    ,
    Yitong Sun
    ,
    Chang Liu
    ,
    Zhe Zhao
    ,
    Zhengwei Fang
    ,
    Yifan Wang
    ,
    Huanran Chen
    ,
    Xiao Yang
    ,
    Xingxing Wei
    ,
    Hang Su
    ,
    Yinpeng Dong
    , Jun Zhu
  56. Noise Contrastive Alignment of Language Models with Explicit Rewards
    NeurIPS 2024 ·
    Huayu Chen
    ,
    Guande He
    ,
    Lifan Yuan
    ,
    Ganqu Cui
    ,
    Hang Su
    , Jun Zhu
  57. On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
    NeurIPS 2024 ·
    Chenyu Zheng
    ,
    Wei Huang
    ,
    Rongzhen Wang
    ,
    Guoqiang Wu
    , Jun Zhu,
    Chongxuan Li
  58. PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
    NeurIPS 2024 ·
    Chengyang Ying
    ,
    Zhongkai Hao
    ,
    Xinning Zhou
    ,
    Xuezhou Xu
    ,
    Hang Su
    ,
    Xingxing Zhang
    , Jun Zhu
  59. PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
    NeurIPS 2024 ·
    Zhongkai Hao
    ,
    Jiachen Yao
    ,
    Chang Su
    ,
    Hang Su
    ,
    Ziao Wang
    ,
    Fanzhi Lu
    ,
    Zeyu Xia
    ,
    Yichi Zhang
    ,
    Songming Liu
    ,
    Lu Lu
    , Jun Zhu
  60. Rethinking Model Ensemble in Transfer-based Adversarial Attacks
    ICLR 2024 ·
    Huanran Chen
    ,
    Yichi Zhang
    ,
    Yinpeng Dong
    ,
    Xiao Yang
    ,
    Hang Su
    , Jun Zhu
  61. Robust Classification via a Single Diffusion Model
    ICML 2024 ·
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Zhengyi Wang
    ,
    Xiao Yang
    ,
    Chengqi Duan
    ,
    Hang Su
    , Jun Zhu
  62. S-STE: Continuous Pruning Function for Efficient 2: 4 Sparse Pre-training
    NeurIPS 2024 ·
    Yuezhou Hu
    , Jun Zhu,
    Jianfei Chen
  63. Score Regularized Policy Optimization through Diffusion Behavior
    ICLR 2024 ·
    Huayu Chen
    ,
    Cheng Lu
    ,
    Zhengyi Wang
    ,
    Hang Su
    , Jun Zhu
  64. T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
    NeurIPS 2024 ·
    Yibo Miao
    ,
    Yifan Zhu
    ,
    Lijia Yu
    , Jun Zhu,
    Xiao-Shan Gao
    ,
    Yinpeng Dong
  65. Towards Efficient Exact Optimization of Language Model Alignment
    ICML 2024 ·
    Haozhe Ji
    ,
    Cheng Lu
    ,
    Yilin Niu
    ,
    Pei Ke
    ,
    Hongning Wang
    , Jun Zhu,
    Jie Tang
    ,
    Minlie Huang
  66. Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
    NeurIPS 2024 ·
    Yikai Wang
    ,
    Xinzhou Wang
    ,
    Zilong Chen
    ,
    Zhengyi Wang
    ,
    Fuchun Sun
    , Jun Zhu