PPaperPicks

Hang Su

Tsinghua University, Department of Computer Science and Technology, Beijing, China

42 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8294-6315 ↗Homepage ↗

Venues

ICML ×10NeurIPS ×8ECCV ×6ICLR ×6AAAI ×3ACL ×2CVPR ×2ACM MM ×1EMNLP ×1ICCV ×1IJCAI ×1NAACL ×1

Frequent coauthors

Jun Zhu
×23
Yinpeng Dong
×15
Zhongkai Hao
×7
Xiao Yang
×7
Zhengyi Wang
×6
Huayu Chen
×6
Shouwei Ruan
×5
Xingxing Wei
×5
Yichi Zhang
×5
Songming Liu
×5
Huanran Chen
×5
Jiawei 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. Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models
    AAAI 2026 ·
    Yuzheng Tan
    ,
    Yuan He
    ,
    Yao Zhu
    ,
    Tianlin Huo
    ,
    Huanqian Yan
    , Hang Su,
    Shuxin Zhang
    ,
    Guangneng Hu
  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. LCO: LLM-based Constraint Optimization for Safer Agentic LLMs in Real-world Tasks
    ACL 2026 ·
    Jiayong Wan
    ,
    Jiawei Chen
    ,
    Zhaoxia Yin
    ,
    Shuyuan Liu
    , Hang Su
  5. Red Teaming Large Reasoning Models
    ACL 2026 ·
    Jiawei Chen
    ,
    Yang Yang
    ,
    Chao Yu
    ,
    Yu Tian
    ,
    Zhi Cao
    ,
    Xue Yang
    ,
    Linghao Li
    , Hang Su,
    Zhaoxia Yin
  6. Accelerating PDE-Constrained Optimization by the Derivative of Neural Operators
    ICML 2025 ·
    Ze Cheng
    ,
    Zhuoyu Li
    ,
    Xiaoqiang Wang
    ,
    Jianing Huang
    ,
    Zhizhou Zhang
    ,
    Zhongkai Hao
    , Hang Su
  7. AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations?
    ICCV 2025 ·
    Shouwei Ruan
    ,
    Hanqing Liu
    ,
    Yao Huang
    ,
    Xiaoqi Wang
    ,
    Caixin Kang
    , Hang Su,
    Yinpeng Dong
    ,
    Xingxing Wei
  8. AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs
    NAACL 2025 ·
    Jiawei Chen
    ,
    Xiao Yang
    ,
    Zhengwei Fang
    ,
    Yu Tian
    ,
    Yinpeng Dong
    ,
    Zhaoxia Yin
    , Hang Su
  9. Exploring the Generalizability of Factual Hallucination Mitigation via Enhancing Precise Knowledge Utilization
    EMNLP 2025 ·
    Siyuan Zhang
    ,
    Yichi Zhang
    ,
    Yinpeng Dong
    , Hang Su
  10. Graph Diffusion for Robust Multi-Agent Coordination
    ICML 2025 ·
    Xianghua Zeng
    , Hang Su,
    Zhengyi Wang
    ,
    Zhiyuan Lin
  11. 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
  12. Self-Consistent Model-based Adaptation for Visual Reinforcement Learning
    IJCAI 2025 ·
    Xinning Zhou
    ,
    Chengyang Ying
    ,
    Yao Feng
    , Hang Su,
    Jun Zhu
  13. Toward Guidance-Free AR Visual Generation via Condition Contrastive Alignment
    ICLR 2025 ·
    Huayu Chen
    , Hang Su,
    Peize Sun
    ,
    Jun Zhu
  14. Visual Generation Without Guidance
    ICML 2025 ·
    Huayu Chen
    ,
    Kai Jiang
    ,
    Kaiwen Zheng
    ,
    Jianfei Chen
    , Hang Su,
    Jun Zhu
  15. Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
    NeurIPS 2024 ·
    Huayu Chen
    ,
    Kaiwen Zheng
    , Hang Su,
    Jun Zhu
  16. 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
  17. Controllable Navigation Instruction Generation with Chain of Thought Prompting
    ECCV 2024 ·
    Xianghao Kong
    ,
    Jinyu Chen
    ,
    Wenguan Wang
    , Hang Su,
    Xiaolin Hu
    ,
    Yi Yang
    ,
    Si Liu
  18. DIFFender: Diffusion-Based Adversarial Defense Against Patch Attacks
    ECCV 2024 ·
    Caixin Kang
    ,
    Yinpeng Dong
    ,
    Zhengyi Wang
    ,
    Shouwei Ruan
    ,
    Yubo Chen
    , Hang Su,
    Xingxing Wei
  19. 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
  20. Diffusion Models are Certifiably Robust Classifiers
    NeurIPS 2024 ·
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Shitong Shao
    ,
    Zhongkai Hao
    ,
    Xiao Yang
    , Hang Su,
    Jun Zhu
  21. Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches
    ICLR 2024 ·
    Lingxuan Wu
    ,
    Xiao Yang
    ,
    Yinpeng Dong
    ,
    Liuwei Xie
    , Hang Su,
    Jun Zhu
  22. Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models
    ACM MM 2024 ·
    Shuyuan Liu
    ,
    Jiawei Chen
    ,
    Shouwei Ruan
    , Hang Su,
    Zhaoxia Yin
  23. 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
  24. FeedFace: Efficient Inference-based Face Personalization via Diffusion Models
    ICLR 2024 ·
    Chendong Xiang
    ,
    Armando Teles Fortes
    ,
    Khang Hui Chua
    , Hang Su,
    Jun Zhu
  25. 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
  26. Full-Distance Evasion of Pedestrian Detectors in the Physical World
    NeurIPS 2024 ·
    Zhi Cheng
    ,
    Zhanhao Hu
    ,
    Yuqiu Liu
    ,
    Jianmin Li
    , Hang Su,
    Xiaolin Hu
  27. 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
  28. Improved Operator Learning by Orthogonal Attention
    ICML 2024 ·
    Zipeng Xiao
    ,
    Zhongkai Hao
    ,
    Bokai Lin
    ,
    Zhijie Deng
    , Hang Su
  29. 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
  30. Layer-Aware Analysis of Catastrophic Overfitting: Revealing the Pseudo-Robust Shortcut Dependency
    ICML 2024 ·
    Runqi Lin
    ,
    Chaojian Yu
    ,
    Bo Han
    , Hang Su,
    Tongliang Liu
  31. Machine Vision Therapy: Multimodal Large Language Models Can Enhance Visual Robustness via Denoising In-Context Learning
    ICML 2024 ·
    Zhuo Huang
    ,
    Chang Liu
    ,
    Yinpeng Dong
    , Hang Su,
    Shibao Zheng
    ,
    Tongliang Liu
  32. Membership Inference on Text-to-Image Diffusion Models via Conditional Likelihood Discrepancy
    NeurIPS 2024 ·
    Shengfang Zhai
    ,
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Jiajun Li
    ,
    Qingni Shen
    ,
    Yansong Gao
    , Hang Su,
    Yang Liu
  33. 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
  34. Noise Contrastive Alignment of Language Models with Explicit Rewards
    NeurIPS 2024 ·
    Huayu Chen
    ,
    Guande He
    ,
    Lifan Yuan
    ,
    Ganqu Cui
    , Hang Su,
    Jun Zhu
  35. Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models
    ECCV 2024 ·
    Shouwei Ruan
    ,
    Yinpeng Dong
    ,
    Hanqing Liu
    ,
    Yao Huang
    , Hang Su,
    Xingxing Wei
  36. 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
  37. 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
  38. Reference Neural Operators: Learning the Smooth Dependence of Solutions of PDEs on Geometric Deformations
    ICML 2024 ·
    Ze Cheng
    ,
    Zhongkai Hao
    ,
    Xiaoqiang Wang
    ,
    Jianing Huang
    ,
    Youjia Wu
    ,
    Xudan Liu
    ,
    Yiru Zhao
    ,
    Songming Liu
    , Hang Su
  39. Rethinking Model Ensemble in Transfer-based Adversarial Attacks
    ICLR 2024 ·
    Huanran Chen
    ,
    Yichi Zhang
    ,
    Yinpeng Dong
    ,
    Xiao Yang
    , Hang Su,
    Jun Zhu
  40. Robust Classification via a Single Diffusion Model
    ICML 2024 ·
    Huanran Chen
    ,
    Yinpeng Dong
    ,
    Zhengyi Wang
    ,
    Xiao Yang
    ,
    Chengqi Duan
    , Hang Su,
    Jun Zhu
  41. Score Regularized Policy Optimization through Diffusion Behavior
    ICLR 2024 ·
    Huayu Chen
    ,
    Cheng Lu
    ,
    Zhengyi Wang
    , Hang Su,
    Jun Zhu
  42. Towards Transferable Targeted 3D Adversarial Attack in the Physical World
    CVPR 2024 ·
    Yao Huang
    ,
    Yinpeng Dong
    ,
    Shouwei Ruan
    ,
    Xiao Yang
    , Hang Su,
    Xingxing Wei