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Tao Chen

Fudan University, School of Information Science and Technology, Shanghai, China

40 papers at tracked venues · 32 at CORE A* · active 2024–2026

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Venues

NeurIPS ×11CVPR ×7AAAI ×5ECCV ×3ICCV ×3ICLR ×3ACL ×2IJCAI ×2ACM MM ×1EMNLP ×1ICRA ×1MICCAI ×1

Frequent coauthors

Shengji Tang
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Chong Yu
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Chongjun Tu
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Jingyi Zhou
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Jiakang Yuan
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Mingsheng Li
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Sijin Chen
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Hancheng Ye
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Pengtao Chen
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Haonan He
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Xiaohui Wang
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Biao Jiang
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Papers

  1. A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
    ACL 2026 ·
    Shengji Tang
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  2. Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
    AAAI 2026 ·
    Chongjun Tu
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  3. Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers
    AAAI 2026 ·
    Pengtao Chen
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  4. All-in-One: Transferring Vision Foundation Models into Stereo Matching
    AAAI 2025 ·
    Jingyi Zhou
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  5. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
    EMNLP 2025 ·
    Haonan He
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  6. Boost Embodied AI Models with Robust Compression Boundary
    IJCAI 2025 ·
    Chong Yu
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  7. Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
    NeurIPS 2025 ·
    Xiaohui Wang
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  8. Causal Motion Tokenizer for Streaming Motion Generation
    ICCV 2025 ·
    Biao Jiang
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  9. Chimera: Improving Generalist Model with Domain-Specific Experts
    ICCV 2025 ·
    Tianshuo Peng
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  10. Consistency-aware Self-Training for Iterative-based Stereo Matching
    CVPR 2025 ·
    Jingyi Zhou
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  11. Cross-Modal Graph Learning for Perivascular Spaces Segmentation
    MICCAI 2025 · Tao Chen
  12. DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
    CVPR 2025 ·
    Yongqi Huang
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  13. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    ACL 2025 ·
    Jiakang Yuan
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  14. DreamFrame: Enhancing Video Understanding via Automatically Generated QA and Style-Consistent Keyframes
    ACM MM 2025 ·
    Zhende Song
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  15. FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
    NeurIPS 2025 ·
    Chongjun Tu
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  16. GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
    ICLR 2025 ·
    Renqiu Xia
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  17. HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
    ICLR 2025 ·
    Shengji Tang
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  18. Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants
    CVPR 2025 ·
    Chong Yu
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  19. PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
    NeurIPS 2025 ·
    Xinzhe Zheng
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  20. PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
    NeurIPS 2025 ·
    Kangcong Li
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  21. Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning
    CVPR 2025 ·
    Maosen Zhao
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  22. SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning
    ICCV 2025 ·
    Lin Zhang
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  23. 3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
    NeurIPS 2024 ·
    Mingsheng Li
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  24. Bifröst: 3D-Aware Image Compositing with Language Instructions
    NeurIPS 2024 ·
    Lingxiao Li
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  25. Boosting Residual Networks with Group Knowledge
    AAAI 2024 ·
    Shengji Tang
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  26. EMR-Merging: Tuning-Free High-Performance Model Merging
    NeurIPS 2024 ·
    Chenyu Huang
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  27. Enhanced Sparsification via Stimulative Training
    ECCV 2024 ·
    Shengji Tang
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  28. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    NeurIPS 2024 ·
    Kun Chen
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  29. LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning
    CVPR 2024 ·
    Sijin Chen
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  30. M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions
    ECCV 2024 ·
    Mingsheng Li
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  31. MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
    CVPR 2024 ·
    Jianjian Cao
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  32. MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
    NeurIPS 2024 ·
    Sijin Chen
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  33. Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
    CVPR 2024 ·
    Hancheng Ye
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  34. PM-INR: Prior-Rich Multi-Modal Implicit Large-Scale Scene Neural Representation
    AAAI 2024 ·
    Yiying Yang
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  35. ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
    ICLR 2024 ·
    Bo Zhang
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  36. Reg-TTA3D: Better Regression Makes Better Test-Time Adaptive 3D Object Detection
    ECCV 2024 ·
    Jiakang Yuan
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  37. S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
    NeurIPS 2024 ·
    Weihao Lin
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  38. Spear: Evaluate the Adversarial Robustness of Compressed Neural Models
    IJCAI 2024 ·
    Chong Yu
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  39. Through the Real World Haze Scenes: Navigating the Synthetic-to-Real Gap in Challenging Image Dehazing
    ICRA 2024 ·
    Shijie Chen
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  40. Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
    NeurIPS 2024 ·
    Hancheng Ye
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