PPaperPicks

Renrui Zhang

54 papers at tracked venues · 48 at CORE A* · active 2024–2026

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Venues

NeurIPS ×11CVPR ×10ICLR ×9AAAI ×7ICCV ×5ICML ×4ECCV ×3ACL ×1ACM MM ×1EMNLP ×1ICRA ×1WACV ×1

Frequent coauthors

Dongzhi Jiang
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Jiaming Liu
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Weifeng Lin
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Shilin Yan
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Zihao Deng
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Zilu Guo
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Victor Shea-Jay Huang
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Sixiang Chen
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Pengxiang Li
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Qizhe Zhang
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Tianshuo Peng
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Guankun Wang
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Papers

  1. NL2CA: Auto-formalizing Cognitive Decision-Making from Natural Language Using an Unsupervised CriticNL2LTL Framework
    AAAI 2026 ·
    Zihao Deng
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  2. PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models
    WACV 2026 ·
    Zilu Guo
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  3. TIDE: Temporal-Aware Sparse Autoencoders for Interpretable Diffusion Transformers in Image Generation
    AAAI 2026 ·
    Victor Shea-Jay Huang
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  4. AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile Manipulation
    NeurIPS 2025 ·
    Sixiang Chen
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  5. Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
    NeurIPS 2025 ·
    Pengxiang Li
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  6. Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs
    ICCV 2025 ·
    Qizhe Zhang
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  7. Chimera: Improving Generalist Model with Domain-Specific Experts
    ICCV 2025 ·
    Tianshuo Peng
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  8. CoPESD: A Multi-Level Surgical Motion Dataset for Training Large Vision-Language Models to Co-Pilot Endoscopic Submucosal Dissection
    ACM MM 2025 ·
    Guankun Wang
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  9. Delving into RL for Image Generation with CoT: A Study on DPO vs. GRPO
    NeurIPS 2025 ·
    Chengzhuo Tong
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  10. Detect Anything 3D in the Wild
    ICCV 2025 ·
    Hanxue Zhang
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  11. Fast-in-Slow: A Dual-System VLA Model Unifying Fast Manipulation within Slow Reasoning
    NeurIPS 2025 ·
    Hao Chen
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  12. From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
    ICCV 2025 ·
    Le Zhuo
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  13. LLaVA-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
    ICLR 2025 ·
    Feng Li
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  14. Let's Verify and Reinforce Image Generation Step by Step
    CVPR 2025 · Renrui Zhang
  15. LiDAR-LLM: Exploring the Potential of Large Language Models for 3D LiDAR Understanding
    AAAI 2025 ·
    Senqiao Yang
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  16. Lift3D Policy: Lifting 2D Foundation Models for Robust 3D Robotic Manipulation
    CVPR 2025 ·
    Yueru Jia
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  17. Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
    ICLR 2025 ·
    Peng Gao
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  18. MAVIS: Mathematical Visual Instruction Tuning with an Automatic Data Engine
    ICLR 2025 · Renrui Zhang
  19. MINT-CoT: Enabling Interleaved Visual Tokens in Mathematical Chain-of-Thought Reasoning
    NeurIPS 2025 ·
    Xinyan Chen
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  20. MM-Mixing: Multi-Modal Mixing Alignment for 3D Understanding
    AAAI 2025 ·
    Jiaze Wang
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  21. MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
    ICML 2025 ·
    Dongzhi Jiang
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  22. MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
    ICLR 2025 ·
    Dongzhi Jiang
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  23. Perceive Anything: Recognize, Explain, Caption, and Segment Anything in Images and Videos
    NeurIPS 2025 ·
    Weifeng Lin
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  24. PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
    ICLR 2025 ·
    Weifeng Lin
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  25. SciVerse: Unveiling the Knowledge Comprehension and Visual Reasoning of LMMs on Multi-modal Scientific Problems
    ACL 2025 ·
    Ziyu Guo
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  26. T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
    NeurIPS 2025 ·
    Dongzhi Jiang
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  27. TAR3D: Creating High-Quality 3D Assets Via Next-Part Prediction
    ICCV 2025 ·
    Xuying Zhang
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  28. UniCTokens: Boosting Personalized Understanding and Generation via Unified Concept Tokens
    NeurIPS 2025 ·
    Ruichuan An
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  29. Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis
    CVPR 2025 ·
    Chaoyou Fu
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  30. What We Miss Matters: Learning from the Overlooked in Point Cloud Transformers
    NeurIPS 2025 ·
    Yi Wang
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  31. Cloud-Device Collaborative Learning for Multimodal Large Language Models
    CVPR 2024 ·
    Guanqun Wang
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  32. CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching
    NeurIPS 2024 ·
    Dongzhi Jiang
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  33. Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation
    CVPR 2024 ·
    Jiaming Liu
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  34. FM-OV3D: Foundation Model-Based Cross-Modal Knowledge Blending for Open-Vocabulary 3D Detection
    AAAI 2024 ·
    Dongmei Zhang
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  35. Gradient-based Parameter Selection for Efficient Fine-Tuning
    CVPR 2024 ·
    Zhi Zhang
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  36. LLaMA-Adapter: Efficient Fine-tuning of Large Language Models with Zero-initialized Attention
    ICLR 2024 · Renrui Zhang
  37. MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems?
    ECCV 2024 · Renrui Zhang
  38. MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI
    ICML 2024 ·
    Kaining Ying
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  39. ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation
    CVPR 2024 ·
    Xiaoqi Li
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  40. MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
    ICLR 2024 ·
    Ke Wang
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  41. NTO3D: Neural Target Object 3D Reconstruction with Segment Anything
    CVPR 2024 ·
    Xiaobao Wei
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  42. No Time to Train: Empowering Non-Parametric Networks for Few-Shot 3D Scene Segmentation
    CVPR 2024 ·
    Xiangyang Zhu
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  43. OneTracker: Unifying Visual Object Tracking with Foundation Models and Efficient Tuning
    CVPR 2024 ·
    Lingyi Hong
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  44. PanoVOS: Bridging Non-panoramic and Panoramic Views with Transformer for Video Segmentation
    ECCV 2024 ·
    Shilin Yan
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  45. Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency
    AAAI 2024 ·
    Fuhao Li
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  46. Personalize Segment Anything Model with One Shot
    ICLR 2024 · Renrui Zhang
  47. Referred by Multi-Modality: A Unified Temporal Transformer for Video Object Segmentation
    AAAI 2024 ·
    Shilin Yan
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  48. RenderOcc: Vision-Centric 3D Occupancy Prediction with 2D Rendering Supervision
    ICRA 2024 ·
    Mingjie Pan
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  49. RoboMamba: Efficient Vision-Language-Action Model for Robotic Reasoning and Manipulation
    NeurIPS 2024 ·
    Jiaming Liu
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  50. SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
    ICML 2024 ·
    Dongyang Liu
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  51. SPHINX: A Mixer of Weights, Visual Embeddings and Image Scales for Multi-modal Large Language Models
    ECCV 2024 ·
    Ziyi Lin
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  52. SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models
    ICML 2024 ·
    Xudong Lu
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  53. Unleashing the Potentials of Likelihood Composition for Multi-modal Language Models
    EMNLP 2024 ·
    Shitian Zhao
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  54. ViDA: Homeostatic Visual Domain Adapter for Continual Test Time Adaptation
    ICLR 2024 ·
    Jiaming Liu
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