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

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Venues

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

Frequent coauthors

Qihang Fan
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Yuang Ai
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Zhengbo Wang
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Chaoyou Fu
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Lijun Sheng
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Yongcan Yu
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Yexiang Liu
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Kuangpu Guo
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Yanbo Wang
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Haogeng Liu
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Haoyang Tong
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×1
Dong Yan
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Papers

  1. CoGrad3D: Spatially-Coupled Timestep Optimization with Orthogonal Gradient Fusion for 3D Generation
    AAAI 2026 ·
    Haoyang Tong
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  2. Understanding and Mitigating Spurious Signal Amplification in Test-Time Reinforcement Learning for Math Reasoning
    ACL 2026 ·
    Yongcan Yu
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  3. What If Consensus Lies? Selective-Complementary Reinforcement Learning at Test Time
    ACL 2026 ·
    Dong Yan
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  4. Breaking Mental Set to Improve Reasoning through Diverse Multi-Agent Debate
    ICLR 2025 ·
    Yexiang Liu
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  5. Breaking the Low-Rank Dilemma of Linear Attention
    CVPR 2025 ·
    Qihang Fan
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  6. Cooperative Pseudo Labeling for Unsupervised Federated Classification
    ICCV 2025 ·
    Kuangpu Guo
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  7. DiCo: Revitalizing ConvNets for Scalable and Efficient Diffusion Modeling
    NeurIPS 2025 ·
    Yuang Ai
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  8. Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
    CVPR 2025 ·
    Yanbo Wang
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  9. Exploring Vacant Classes in Label-Skewed Federated Learning
    AAAI 2025 ·
    Kuangpu Guo
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  10. InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
    EMNLP 2025 ·
    Xiaotian Han
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  11. LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
    ICLR 2025 ·
    Zhengbo Wang
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  12. MME: A Comprehensive Evaluation Benchmark for Multimodal Large Language Models
    NeurIPS 2025 ·
    Chaoyou Fu
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  13. Protecting Model Adaptation from Trojans in the Unlabeled Data
    AAAI 2025 ·
    Lijun Sheng
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  14. R-TPT: Improving Adversarial Robustness of Vision-Language Models through Test-Time Prompt Tuning
    CVPR 2025 ·
    Lijun Sheng
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  15. Rectifying Magnitude Neglect in Linear Attention
    ICCV 2025 ·
    Qihang Fan
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  16. Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory
    ACL 2025 ·
    Yexiang Liu
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  17. Semantic Equitable Clustering: A Simple and Effective Strategy for Clustering Vision Tokens
    ICCV 2025 ·
    Qihang Fan
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  18. The Illusion of Progress? A Critical Look at Test-Time Adaptation for Vision-Language Models
    NeurIPS 2025 ·
    Lijun Sheng
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  19. Towards Robust Defense Against Customization via Protective Perturbation Resistant to Diffusion-based Purification
    ICCV 2025 ·
    Wenkui Yang
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  20. VITA-1.5: Towards GPT-4o Level Real-Time Vision and Speech Interaction
    NeurIPS 2025 ·
    Chaoyou Fu
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  21. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    CVPR 2025 ·
    Chaoyou Fu
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  22. Video-SafetyBench: A Benchmark for Safety Evaluation of Video LVLMs
    NeurIPS 2025 ·
    Xuannan Liu
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  23. ZeroPatcher: Training-free Sampler for Video Inpainting and Editing
    NeurIPS 2025 ·
    Shaoshu Yang
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  24. A Hard-to-Beat Baseline for Training-free CLIP-based Adaptation
    ICLR 2024 ·
    Zhengbo Wang
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  25. Backdoor Defense via Test-Time Detecting and Repairing
    CVPR 2024 ·
    Jiyang Guan
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  26. Connecting the Dots: Collaborative Fine-tuning for Black-Box Vision-Language Models
    ICML 2024 ·
    Zhengbo Wang
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  27. DeVAn: Dense Video Annotation for Video-Language Models
    ACL 2024 ·
    Tingkai Liu
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  28. Hallo3D: Multi-Modal Hallucination Detection and Mitigation for Consistent 3D Content Generation
    NeurIPS 2024 ·
    Hongbo Wang
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  29. Heterogeneous Test-Time Training for Multi-Modal Person Re-identification
    AAAI 2024 ·
    Zi Wang
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  30. InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model
    ACL 2024 ·
    Haogeng Liu
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  31. Multimodal Prompt Perceiver: Empower Adaptiveness, Generalizability and Fidelity for All-in-One Image Restoration
    CVPR 2024 ·
    Yuang Ai
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  32. RMT: Retentive Networks Meet Vision Transformers
    CVPR 2024 ·
    Qihang Fan
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  33. Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization
    ICML 2024 ·
    Jian Liang
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  34. STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay
    ECCV 2024 ·
    Yongcan Yu
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  35. ScaleCrafter: Tuning-free Higher-Resolution Visual Generation with Diffusion Models
    ICLR 2024 ·
    Yingqing He
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  36. Thought Propagation: an Analogical Approach to Complex Reasoning with Large Language Models
    ICLR 2024 ·
    Junchi Yu
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  37. Towards Eliminating Hard Label Constraints in Gradient Inversion Attacks
    ICLR 2024 ·
    Yanbo Wang
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  38. Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation Transformer
    CVPR 2024 ·
    Yuang Ai
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  39. Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
    NeurIPS 2024 ·
    Haogeng Liu
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  40. ZePo: Zero-Shot Portrait Stylization with Faster Sampling
    ACM MM 2024 ·
    Jin Liu
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