PPaperPicks

Jun Zhu

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

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

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Venues

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

Frequent coauthors

Huayu Chen
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Kaiwen Zheng
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Jintao Zhang
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Yichi Zhang
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Huanran Chen
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Yuxuan Jiang
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Min Zhao
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Ziteng Wang
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Chenyu Zheng
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Junliang Ye
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Yuezhou Hu
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Zhongkai Hao
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Papers

  1. Benchmarking Trustworthiness in Multimodal LLMs for Video Understanding
    AAAI 2026 ·
    Youze Wang
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  2. ControlAudio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling
    ACL 2026 ·
    Yuxuan Jiang
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  3. H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation
    AAAI 2026 ·
    Hongzhe Bi
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  4. A Regularized Newton Method for Nonconvex Optimization with Global and Local Complexity Guarantees
    NeurIPS 2025 ·
    Yuhao Zhou
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  5. Audio Super-Resolution with Latent Bridge Models
    NeurIPS 2025 ·
    Chang Li
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  6. DeepMesh: Auto-Regressive Artist-Mesh Creation with Reinforcement Learning
    ICCV 2025 ·
    Ruowen Zhao
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  7. Diffusion Bridge Implicit Models
    ICLR 2025 ·
    Kaiwen Zheng
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  8. Dimensionx: Create Any 3D and 4D Scenes From a Single Image With Decoupled Video Diffusion
    ICCV 2025 ·
    Wenqiang Sun
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  9. Direct Discriminative Optimization: Your Likelihood-Based Visual Generative Model is Secretly a GAN Discriminator
    ICML 2025 ·
    Kaiwen Zheng
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  10. Elucidating the Preconditioning in Consistency Distillation
    ICLR 2025 ·
    Kaiwen Zheng
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  11. Fairness without Demographics through Learning Graph of Gradients
    SIGKDD 2025 ·
    Yingtao Luo
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  12. FrameBridge: Improving Image-to-Video Generation with Bridge Models
    ICML 2025 ·
    Yuji Wang
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  13. FreeAudio: Training-Free Timing Planning for Controllable Long-Form Text-to-Audio Generation
    ACM MM 2025 ·
    Yuxuan Jiang
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  14. Improving Accuracy and Calibration via Differentiated Deep Mutual Learning
    CVPR 2025 ·
    Han Liu
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  15. Masked Diffusion Models are Secretly Time-Agnostic Masked Models and Exploit Inaccurate Categorical Sampling
    ICLR 2025 ·
    Kaiwen Zheng
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  16. MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization
    ICCV 2025 ·
    Yiwen Chen
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  17. On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent
    ICLR 2025 ·
    Bingrui Li
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  18. Oscillation-Reduced MXFP4 Training for Vision Transformers
    ICML 2025 ·
    Yuxiang Chen
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  19. Pruning Large Language Models with Semi-Structural Adaptive Sparse Training
    AAAI 2025 ·
    Weiyu Huang
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  20. RDT-1B: a Diffusion Foundation Model for Bimanual Manipulation
    ICLR 2025 ·
    Songming Liu
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  21. RIFLEx: A Free Lunch for Length Extrapolation in Video Diffusion Transformers
    ICML 2025 ·
    Min Zhao
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  22. ReMoE: Fully Differentiable Mixture-of-Experts with ReLU Routing
    ICLR 2025 ·
    Ziteng Wang
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  23. Robust Representation Consistency Model via Contrastive Denoising
    ICLR 2025 ·
    Jiachen Lei
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  24. STAIR: Improving Safety Alignment with Introspective Reasoning
    ICML 2025 ·
    Yichi Zhang
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  25. SageAttention2: Efficient Attention with Thorough Outlier Smoothing and Per-thread INT4 Quantization
    ICML 2025 ·
    Jintao Zhang
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  26. SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training
    NeurIPS 2025 ·
    Jintao Zhang
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  27. SageAttention: Accurate 8-Bit Attention for Plug-and-play Inference Acceleration
    ICLR 2025 ·
    Jintao Zhang
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  28. Scaling Diffusion Transformers Efficiently via μP
    NeurIPS 2025 ·
    Chenyu Zheng
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  29. Self-Consistent Model-based Adaptation for Visual Reinforcement Learning
    IJCAI 2025 ·
    Xinning Zhou
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  30. ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
    NeurIPS 2025 ·
    Junliang Ye
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  31. SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference
    ICML 2025 ·
    Jintao Zhang
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  32. Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
    ICLR 2025 ·
    Huayu Chen
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  33. Visual Generation Without Guidance
    ICML 2025 ·
    Huayu Chen
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  34. Accelerating Transformer Pre-training with 2: 4 Sparsity
    ICML 2024 ·
    Yuezhou Hu
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  35. Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
    NeurIPS 2024 ·
    Huayu Chen
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  36. C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory
    NeurIPS 2024 ·
    Tianjiao Luo
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  37. CRM: Single Image to 3D Textured Mesh with Convolutional Reconstruction Model
    ECCV 2024 ·
    Zhengyi Wang
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  38. Consistency Diffusion Bridge Models
    NeurIPS 2024 ·
    Guande He
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  39. DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization
    AAAI 2024 ·
    Wentse Chen
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  40. DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training
    ICML 2024 ·
    Zhongkai Hao
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  41. Diffusion Models are Certifiably Robust Classifiers
    NeurIPS 2024 ·
    Huanran Chen
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  42. DreamReward: Text-to-3D Generation with Human Preference
    ECCV 2024 ·
    Junliang Ye
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  43. Efficient Backpropagation with Variance Controlled Adaptive Sampling
    ICLR 2024 ·
    Ziteng Wang
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  44. Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
    ICML 2024 ·
    Shuyu Cheng
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  45. Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
    ICLR 2024 ·
    Lingxuan Wu
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  46. Exploring the Transferability of Visual Prompting for Multimodal Large Language Models
    CVPR 2024 ·
    Yichi Zhang
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  47. FeedFace: Efficient Inference-based Face Personalization via Diffusion Models
    ICLR 2024 ·
    Chendong Xiang
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  48. Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning
    ICML 2024 ·
    Hengkai Tan
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  49. Grounding DINO: Marrying DINO with Grounded Pre-training for Open-Set Object Detection
    ECCV 2024 ·
    Shilong Liu
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  50. Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
    NeurIPS 2024 ·
    Min Zhao
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  51. InstructPix2NeRF: Instructed 3D Portrait Editing from a Single Image
    ICLR 2024 ·
    Jianhui Li
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  52. Jetfire: Efficient and Accurate Transformer Pretraining with INT8 Data Flow and Per-Block Quantization
    ICML 2024 ·
    Haocheng Xi
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  53. LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
    ECCV 2024 ·
    Shilong Liu
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  54. MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models
    NeurIPS 2024 ·
    Yichi Zhang
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  55. Noise Contrastive Alignment of Language Models with Explicit Rewards
    NeurIPS 2024 ·
    Huayu Chen
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  56. On Mesa-Optimization in Autoregressively Trained Transformers: Emergence and Capability
    NeurIPS 2024 ·
    Chenyu Zheng
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  57. PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning
    NeurIPS 2024 ·
    Chengyang Ying
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  58. PINNacle: A Comprehensive Benchmark of Physics-Informed Neural Networks for Solving PDEs
    NeurIPS 2024 ·
    Zhongkai Hao
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  59. Rethinking Model Ensemble in Transfer-based Adversarial Attacks
    ICLR 2024 ·
    Huanran Chen
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  60. Robust Classification via a Single Diffusion Model
    ICML 2024 ·
    Huanran Chen
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  61. S-STE: Continuous Pruning Function for Efficient 2: 4 Sparse Pre-training
    NeurIPS 2024 ·
    Yuezhou Hu
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  62. Score Regularized Policy Optimization through Diffusion Behavior
    ICLR 2024 ·
    Huayu Chen
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  63. T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
    NeurIPS 2024 ·
    Yibo Miao
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  64. Towards Efficient Exact Optimization of Language Model Alignment
    ICML 2024 ·
    Haozhe Ji
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  65. Vidu4D: Single Generated Video to High-Fidelity 4D Reconstruction with Dynamic Gaussian Surfels
    NeurIPS 2024 ·
    Yikai Wang
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