PPaperPicks

Ran He

Center for Research on Intelligent Perception and Computing, Beijing, China

40 papers at tracked venues · 38 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3807-991X ↗Homepage ↗

Venues

CVPR ×8NeurIPS ×8ICLR ×6ACL ×5AAAI ×4ICCV ×4ICML ×2ACM MM ×1ECCV ×1EMNLP ×1

Frequent coauthors

Jian Liang
×15
Huaibo Huang
×14
Tieniu Tan
×10
Zilei Wang
×8
Qihang Fan
×7
Lijun Sheng
×7
Jie Cao
×5
Yuang Ai
×5
Haogeng Liu
×4
Zhengbo Wang
×4
Jin Liu
×3
Yongcan Yu
×3

Papers

  1. CoGrad3D: Spatially-Coupled Timestep Optimization with Orthogonal Gradient Fusion for 3D Generation
    AAAI 2026 ·
    Haoyang Tong
    ,
    Hongbo Wang
    ,
    Jin Liu
    ,
    Qi Wang
    ,
    Jie Cao
    , Ran He
  2. Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning
    ACL 2026 ·
    Yongcan Yu
    ,
    Lingxiao He
    ,
    Jian Liang
    ,
    Kuangpu Guo
    ,
    Meng Wang
    ,
    Qianlong Xie
    ,
    Xingxing Wang
    , Ran He
  3. What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time
    ACL 2026 ·
    Dong Yan
    ,
    Jian Liang
    ,
    Yanbo Wang
    ,
    Shuo Lu
    , Ran He,
    Tieniu Tan
  4. Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate
    ICLR 2025 ·
    Yexiang Liu
    ,
    Jie Cao
    ,
    Zekun Li
    , Ran He,
    Tieniu Tan
  5. Breaking the Low-Rank Dilemma of Linear Attention
    CVPR 2025 ·
    Qihang Fan
    ,
    Huaibo Huang
    , Ran He
  6. Cooperative Pseudo Labeling for Unsupervised Federated Classification
    ICCV 2025 ·
    Kuangpu Guo
    ,
    Lijun Sheng
    ,
    Yongcan Yu
    ,
    Jian Liang
    ,
    Zilei Wang
    , Ran He
  7. DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling
    NeurIPS 2025 ·
    Yuang Ai
    ,
    Qihang Fan
    ,
    Xuefeng Hu
    ,
    Zhenheng Yang
    , Ran He,
    Huaibo Huang
  8. Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
    CVPR 2025 ·
    Yanbo Wang
    ,
    Jiyang Guan
    ,
    Jian Liang
    , Ran He
  9. Exploring Vacant Classes in Label-Skewed Federated Learning
    AAAI 2025 ·
    Kuangpu Guo
    ,
    Yuhe Ding
    ,
    Jian Liang
    ,
    Zilei Wang
    , Ran He,
    Tieniu Tan
  10. InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
    EMNLP 2025 ·
    Xiaotian Han
    ,
    Yiren Jian
    ,
    Xuefeng Hu
    ,
    Haogeng Liu
    ,
    Yiqi Wang
    ,
    Qihang Fan
    ,
    Yuang Ai
    ,
    Huaibo Huang
    , Ran He,
    Zhenheng Yang
    ,
    Quanzeng You
  11. LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
    ICLR 2025 ·
    Zhengbo Wang
    ,
    Jian Liang
    , Ran He,
    Zilei Wang
    ,
    Tieniu Tan
  12. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
    NeurIPS 2025 ·
    Chaoyou Fu
    ,
    Peixian Chen
    ,
    Yunhang Shen
    ,
    Yulei Qin
    ,
    Mengdan Zhang
    ,
    Xu Lin
    ,
    Jinrui Yang
    ,
    Xiawu Zheng
    ,
    Ke Li
    ,
    Xing Sun
    ,
    Yunsheng Wu
    ,
    Rongrong Ji
    ,
    Caifeng Shan
    , Ran He
  13. Protecting Model Adaptation from Trojans in the Unlabeled Data
    AAAI 2025 ·
    Lijun Sheng
    ,
    Jian Liang
    , Ran He,
    Zilei Wang
    ,
    Tieniu Tan
  14. R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning
    CVPR 2025 ·
    Lijun Sheng
    ,
    Jian Liang
    ,
    Zilei Wang
    , Ran He
  15. Rectifying Magnitude Neglect in Linear Attention
    ICCV 2025 ·
    Qihang Fan
    ,
    Huaibo Huang
    ,
    Yuang Ai
    , Ran He
  16. Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory
    ACL 2025 ·
    Yexiang Liu
    ,
    Zekun Li
    ,
    Zhi Fang
    ,
    Nan Xu
    , Ran He,
    Tieniu Tan
  17. Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens
    ICCV 2025 ·
    Qihang Fan
    ,
    Huaibo Huang
    ,
    Mingrui Chen
    , Ran He
  18. The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
    NeurIPS 2025 ·
    Lijun Sheng
    ,
    Jian Liang
    , Ran He,
    Zilei Wang
    ,
    Tieniu Tan
  19. Towards Robust Defense Against Customization via Protective Perturbation Resistant to Diffusion-based Purification
    ICCV 2025 ·
    Wenkui Yang
    ,
    Jie Cao
    ,
    Junxian Duan
    , Ran He
  20. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
    NeurIPS 2025 ·
    Chaoyou Fu
    ,
    Haojia Lin
    ,
    Xiong Wang
    ,
    Yifan Zhang
    ,
    Yunhang Shen
    ,
    Xiaoyu Liu
    ,
    Haoyu Cao
    ,
    Zuwei Long
    ,
    Heting Gao
    ,
    Ke Li
    ,
    Long Ma
    ,
    Xiawu Zheng
    ,
    Rongrong Ji
    ,
    Xing Sun
    ,
    Caifeng Shan
    , Ran He
  21. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    CVPR 2025 ·
    Chaoyou Fu
    ,
    Yuhan Dai
    ,
    Yongdong Luo
    ,
    Lei Li
    ,
    Shuhuai Ren
    ,
    Renrui Zhang
    ,
    Zihan Wang
    ,
    Chenyu Zhou
    ,
    Yunhang Shen
    ,
    Mengdan Zhang
    ,
    Peixian Chen
    ,
    Yanwei Li
    ,
    Shaohui Lin
    ,
    Sirui Zhao
    ,
    Ke Li
    ,
    Tong Xu
    ,
    Xiawu Zheng
    ,
    Enhong Chen
    ,
    Caifeng Shan
    , Ran He,
    Xing Sun
  22. Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs
    NeurIPS 2025 ·
    Xuannan Liu
    ,
    Zekun Li
    ,
    Zheqi He
    ,
    Peipei Li
    ,
    Shuhan Xia
    ,
    Xing Cui
    ,
    Huaibo Huang
    ,
    Xi Yang
    , Ran He
  23. ZeroPatcher: Training-free Sampler for Video Inpainting and Editing
    NeurIPS 2025 ·
    Shaoshu Yang
    ,
    Yingya Zhang
    , Ran He
  24. A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
    ICLR 2024 ·
    Zhengbo Wang
    ,
    Jian Liang
    ,
    Lijun Sheng
    , Ran He,
    Zilei Wang
    ,
    Tieniu Tan
  25. Backdoor Defense via Test-Time Detecting and Repairing
    CVPR 2024 ·
    Jiyang Guan
    ,
    Jian Liang
    , Ran He
  26. Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models
    ICML 2024 ·
    Zhengbo Wang
    ,
    Jian Liang
    , Ran He,
    Zilei Wang
    ,
    Tieniu Tan
  27. DeVAn: Dense Video Annotation for Video-Language Models
    ACL 2024 ·
    Tingkai Liu
    ,
    Yunzhe Tao
    ,
    Haogeng Liu
    ,
    Qihang Fan
    ,
    Ding Zhou
    ,
    Huaibo Huang
    , Ran He,
    Hongxia Yang
  28. Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation
    NeurIPS 2024 ·
    Hongbo Wang
    ,
    Jie Cao
    ,
    Jin Liu
    ,
    Xiaoqiang Zhou
    ,
    Huaibo Huang
    , Ran He
  29. Heterogeneous Test-Time Training for Multi-Modal Person Re-identification
    AAAI 2024 ·
    Zi Wang
    ,
    Huaibo Huang
    ,
    Aihua Zheng
    , Ran He
  30. InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model
    ACL 2024 ·
    Haogeng Liu
    ,
    Quanzeng You
    ,
    Yiqi Wang
    ,
    Xiaotian Han
    ,
    Bohan Zhai
    ,
    Yongfei Liu
    ,
    Wentao Chen
    ,
    Yiren Jian
    ,
    Yunzhe Tao
    ,
    Jianbo Yuan
    , Ran He,
    Hongxia Yang
  31. Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
    CVPR 2024 ·
    Yuang Ai
    ,
    Huaibo Huang
    ,
    Xiaoqiang Zhou
    ,
    Jiexiang Wang
    , Ran He
  32. RMT: Retentive Networks Meet Vision Transformers
    CVPR 2024 ·
    Qihang Fan
    ,
    Huaibo Huang
    ,
    Mingrui Chen
    ,
    Hongmin Liu
    , Ran He
  33. Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
    ICML 2024 ·
    Jian Liang
    ,
    Lijun Sheng
    ,
    Zhengbo Wang
    , Ran He,
    Tieniu Tan
  34. STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
    ECCV 2024 ·
    Yongcan Yu
    ,
    Lijun Sheng
    , Ran He,
    Jian Liang
  35. ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
    ICLR 2024 ·
    Yingqing He
    ,
    Shaoshu Yang
    ,
    Haoxin Chen
    ,
    Xiaodong Cun
    ,
    Menghan Xia
    ,
    Yong Zhang
    ,
    Xintao Wang
    , Ran He,
    Qifeng Chen
    ,
    Ying Shan
  36. Thought Propagation: an Analogical Approach to Complex Reasoning with Large Language Models
    ICLR 2024 ·
    Junchi Yu
    , Ran He,
    Zhitao Ying
  37. Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks
    ICLR 2024 ·
    Yanbo Wang
    ,
    Jian Liang
    , Ran He
  38. Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
    CVPR 2024 ·
    Yuang Ai
    ,
    Xiaoqiang Zhou
    ,
    Huaibo Huang
    ,
    Lei Zhang
    , Ran He
  39. Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
    NeurIPS 2024 ·
    Haogeng Liu
    ,
    Quanzeng You
    ,
    Xiaotian Han
    ,
    Yongfei Liu
    ,
    Huaibo Huang
    , Ran He,
    Hongxia Yang
  40. ZePo: Zero-Shot Portrait Stylization with Faster Sampling
    ACM MM 2024 ·
    Jin Liu
    ,
    Huaibo Huang
    ,
    Jie Cao
    , Ran He