PPaperPicks

Tao Chen

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

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

DBLP profile ↗ORCID 0000-0002-0779-9818 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Peng Ye
×17
Wanli Ouyang
×10
Chong Yu
×10
Bo Zhang
×9
Gang Yu
×9
Jiakang Yuan
×9
Shengji Tang
×6
Botian Shi
×6
Weihao Lin
×5
Lei Bai
×5
Xianfang Zeng
×5
Xin Chen
×5

Papers

  1. A Scalable Multi-LLM Collaboration System with Retrieval-based Selection and Exploration-Exploitation-Driven Enhancement
    ACL 2026 ·
    Shengji Tang
    ,
    Jianjian Cao
    ,
    Weihao Lin
    ,
    Jiale Hong
    ,
    Bo Zhang
    ,
    Shuyue Hu
    ,
    Lei Bai
    , Tao Chen,
    Wanli Ouyang
    ,
    Peng Ye
  2. Mitigating Low-Quality Reasoning in MLLMs: Self-Driven Refined Multimodal CoT with Selective Thinking and Step-wise Visual Enhancement
    AAAI 2026 ·
    Chongjun Tu
    ,
    Peng Ye
    ,
    Dongzhan Zhou
    , Tao Chen,
    Wanli Ouyang
  3. Sparse-vDiT: Unleashing the Power of Sparse Attention to Accelerate Video Diffusion Transformers
    AAAI 2026 ·
    Pengtao Chen
    ,
    Xianfang Zeng
    ,
    Maosen Zhao
    ,
    Mingzhu Shen
    ,
    Wei Cheng
    ,
    Gang Yu
    , Tao Chen
  4. All-in-One: Transferring Vision Foundation Models into Stereo Matching
    AAAI 2025 ·
    Jingyi Zhou
    ,
    Haoyu Zhang
    ,
    Jiakang Yuan
    ,
    Peng Ye
    , Tao Chen,
    Hao Jiang
    ,
    Meiya Chen
    ,
    Yangyang Zhang
  5. Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models
    EMNLP 2025 ·
    Haonan He
    ,
    Yuchen Ren
    ,
    Yining Tang
    ,
    Ziyang Xu
    ,
    Junxian Li
    ,
    Minghao Yang
    ,
    Di Zhang
    ,
    Dong Yuan
    , Tao Chen,
    Shufei Zhang
    ,
    Yuqiang Li
    ,
    Nanqing Dong
    ,
    Wanli Ouyang
    ,
    Dongzhan Zhou
    ,
    Peng Ye
  6. Boost Embodied AI Models with Robust Compression Boundary
    IJCAI 2025 ·
    Chong Yu
    , Tao Chen,
    Zhongxue Gan
  7. Breaking the Compression Ceiling: Data-Free Pipeline for Ultra-Efficient Delta Compression
    NeurIPS 2025 ·
    Xiaohui Wang
    ,
    Peng Ye
    ,
    Chenyu Huang
    ,
    Shenghe Zheng
    ,
    Bo Zhang
    ,
    Lei Bai
    ,
    Wanli Ouyang
    , Tao Chen
  8. Causal Motion Tokenizer for Streaming Motion Generation
    ICCV 2025 ·
    Biao Jiang
    ,
    Xin Chen
    ,
    Ailing Zeng
    ,
    Xinru Sun
    ,
    Fukun Yin
    ,
    Xianfang Zeng
    ,
    Xuanyang Zhang
    ,
    Gang Yu
    , Tao Chen
  9. Chimera: Improving Generalist Model with Domain-Specific Experts
    ICCV 2025 ·
    Tianshuo Peng
    ,
    Mingsheng Li
    ,
    Jiakang Yuan
    ,
    Hongbin Zhou
    ,
    Renqiu Xia
    ,
    Renrui Zhang
    ,
    Lei Bai
    ,
    Song Mao
    ,
    Bin Wang
    ,
    Aojun Zhou
    ,
    Botian Shi
    , Tao Chen,
    Bo Zhang
    ,
    Xiangyu Yue
  10. Consistency-aware Self-Training for Iterative-based Stereo Matching
    CVPR 2025 ·
    Jingyi Zhou
    ,
    Peng Ye
    ,
    Haoyu Zhang
    ,
    Jiakang Yuan
    ,
    Rao Qiang
    ,
    Yangchenxu Liu
    ,
    Wu Cailin
    ,
    Feng Xu
    , Tao Chen
  11. Cross-Modal Graph Learning for Perivascular Spaces Segmentation
    MICCAI 2025 · Tao Chen,
    Dan Zhang
    ,
    Xi Long
    ,
    Marcel Breeuwer
    ,
    Sveta Zinger
    ,
    Peiyu Huang
    ,
    Jiong Zhang
  12. DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models
    CVPR 2025 ·
    Yongqi Huang
    ,
    Peng Ye
    ,
    Chenyu Huang
    ,
    Jianjian Cao
    ,
    Lin Zhang
    ,
    Baopu Li
    ,
    Gang Yu
    , Tao Chen
  13. Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback
    ACL 2025 ·
    Jiakang Yuan
    ,
    Xiangchao Yan
    ,
    Bo Zhang
    , Tao Chen,
    Botian Shi
    ,
    Wanli Ouyang
    ,
    Yu Qiao
    ,
    Lei Bai
    ,
    Bowen Zhou
  14. DreamFrame: Enhancing Video Understanding via Automatically Generated QA and Style-Consistent Keyframes
    ACM MM 2025 ·
    Zhende Song
    ,
    Chenchen Wang
    ,
    Jiamu Sheng
    ,
    Chi Zhang
    ,
    Shengji Tang
    ,
    Jiayuan Fan
    , Tao Chen
  15. FAVOR-Bench: A Comprehensive Benchmark for Fine-Grained Video Motion Understanding
    NeurIPS 2025 ·
    Chongjun Tu
    ,
    Lin Zhang
    ,
    Pengtao Chen
    ,
    Peng Ye
    ,
    Xianfang Zeng
    ,
    Wei Cheng
    ,
    Gang Yu
    , Tao Chen
  16. GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
    ICLR 2025 ·
    Renqiu Xia
    ,
    Mingsheng Li
    ,
    Hancheng Ye
    ,
    Wenjie Wu
    ,
    Hongbin Zhou
    ,
    Jiakang Yuan
    ,
    Tianshuo Peng
    ,
    Xinyu Cai
    ,
    Xiangchao Yan
    ,
    Bin Wang
    ,
    Conghui He
    ,
    Botian Shi
    , Tao Chen,
    Junchi Yan
    ,
    Bo Zhang
  17. HiSplat: Hierarchical 3D Gaussian Splatting for Generalizable Sparse-View Reconstruction
    ICLR 2025 ·
    Shengji Tang
    ,
    Weicai Ye
    ,
    Peng Ye
    ,
    Weihao Lin
    ,
    Yang Zhou
    , Tao Chen,
    Wanli Ouyang
  18. Once-Tuning-Multiple-Variants: Tuning Once and Expanded as Multiple Vision-Language Model Variants
    CVPR 2025 ·
    Chong Yu
    , Tao Chen,
    Zhongxue Gan
  19. PRING: Rethinking Protein-Protein Interaction Prediction from Pairs to Graphs
    NeurIPS 2025 ·
    Xinzhe Zheng
    ,
    Hao Du
    ,
    Fanding Xu
    ,
    Jinzhe Li
    ,
    Zhiyuan Liu
    ,
    Wenkang Wang
    , Tao Chen,
    Wanli Ouyang
    ,
    Stan Z. Li
    ,
    Yan Lu
    ,
    Nanqing Dong
    ,
    Yang Zhang
  20. PaceLLM: Brain-Inspired Large Language Models for Long-Context Understanding
    NeurIPS 2025 ·
    Kangcong Li
    ,
    Peng Ye
    ,
    Chongjun Tu
    ,
    Lin Zhang
    ,
    Chunfeng Song
    ,
    Jiamin Wu
    ,
    Tao Yang
    ,
    Qihao Zheng
    , Tao Chen
  21. Pioneering 4-Bit FP Quantization for Diffusion Models: Mixup-Sign Quantization and Timestep-Aware Fine-Tuning
    CVPR 2025 ·
    Maosen Zhao
    ,
    Pengtao Chen
    ,
    Chong Yu
    ,
    Yan Wen
    ,
    Xudong Tan
    , Tao Chen
  22. SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning
    ICCV 2025 ·
    Lin Zhang
    ,
    Xianfang Zeng
    ,
    Kangcong Li
    ,
    Gang Yu
    , Tao Chen
  23. 3DET-Mamba: Causal Sequence Modelling for End-to-End 3D Object Detection
    NeurIPS 2024 ·
    Mingsheng Li
    ,
    Jiakang Yuan
    ,
    Sijin Chen
    ,
    Lin Zhang
    ,
    Anyu Zhu
    ,
    Xin Chen
    , Tao Chen
  24. Bifröst: 3D-Aware Image Compositing with Language Instructions
    NeurIPS 2024 ·
    Lingxiao Li
    ,
    Kaixiong Gong
    ,
    Wei-Hong Li
    ,
    Xili Dai
    , Tao Chen,
    Xiaojun Yuan
    ,
    Xiangyu Yue
  25. Boosting Residual Networks with Group Knowledge
    AAAI 2024 ·
    Shengji Tang
    ,
    Peng Ye
    ,
    Baopu Li
    ,
    Weihao Lin
    , Tao Chen,
    Tong He
    ,
    Chong Yu
    ,
    Wanli Ouyang
  26. EMR-Merging: Tuning-Free High-Performance Model Merging
    NeurIPS 2024 ·
    Chenyu Huang
    ,
    Peng Ye
    , Tao Chen,
    Tong He
    ,
    Xiangyu Yue
    ,
    Wanli Ouyang
  27. Enhanced Sparsification via Stimulative Training
    ECCV 2024 ·
    Shengji Tang
    ,
    Weihao Lin
    ,
    Hancheng Ye
    ,
    Peng Ye
    ,
    Chong Yu
    ,
    Baopu Li
    , Tao Chen
  28. FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
    NeurIPS 2024 ·
    Kun Chen
    ,
    Peng Ye
    ,
    Hao Chen
    ,
    Kang Chen
    ,
    Tao Han
    ,
    Wanli Ouyang
    , Tao Chen,
    Lei Bai
  29. LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning
    CVPR 2024 ·
    Sijin Chen
    ,
    Xin Chen
    ,
    Chi Zhang
    ,
    Mingsheng Li
    ,
    Gang Yu
    ,
    Hao Fei
    ,
    Hongyuan Zhu
    ,
    Jiayuan Fan
    , Tao Chen
  30. M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions
    ECCV 2024 ·
    Mingsheng Li
    ,
    Xin Chen
    ,
    Chi Zhang
    ,
    Sijin Chen
    ,
    Hongyuan Zhu
    ,
    Fukun Yin
    ,
    Zhuoyuan Li
    ,
    Gang Yu
    , Tao Chen
  31. MADTP: Multimodal Alignment-Guided Dynamic Token Pruning for Accelerating Vision-Language Transformer
    CVPR 2024 ·
    Jianjian Cao
    ,
    Peng Ye
    ,
    Shengze Li
    ,
    Chong Yu
    ,
    Yansong Tang
    ,
    Jiwen Lu
    , Tao Chen
  32. MeshXL: Neural Coordinate Field for Generative 3D Foundation Models
    NeurIPS 2024 ·
    Sijin Chen
    ,
    Xin Chen
    ,
    Anqi Pang
    ,
    Xianfang Zeng
    ,
    Wei Cheng
    ,
    Yijun Fu
    ,
    Fukun Yin
    ,
    Billzb Wang
    ,
    Jingyi Yu
    ,
    Gang Yu
    ,
    Bin Fu
    , Tao Chen
  33. Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression
    CVPR 2024 ·
    Hancheng Ye
    ,
    Chong Yu
    ,
    Peng Ye
    ,
    Renqiu Xia
    ,
    Yansong Tang
    ,
    Jiwen Lu
    , Tao Chen,
    Bo Zhang
  34. PM-INR: Prior-Rich Multi-Modal Implicit Large-Scale Scene Neural Representation
    AAAI 2024 ·
    Yiying Yang
    ,
    Fukun Yin
    ,
    Wen Liu
    ,
    Jiayuan Fan
    ,
    Xin Chen
    ,
    Gang Yu
    , Tao Chen
  35. ReSimAD: Zero-Shot 3D Domain Transfer for Autonomous Driving with Source Reconstruction and Target Simulation
    ICLR 2024 ·
    Bo Zhang
    ,
    Xinyu Cai
    ,
    Jiakang Yuan
    ,
    Donglin Yang
    ,
    Jianfei Guo
    ,
    Xiangchao Yan
    ,
    Renqiu Xia
    ,
    Botian Shi
    ,
    Min Dou
    , Tao Chen,
    Si Liu
    ,
    Junchi Yan
    ,
    Yu Qiao
  36. Reg-TTA3D: Better Regression Makes Better Test-Time Adaptive 3D Object Detection
    ECCV 2024 ·
    Jiakang Yuan
    ,
    Bo Zhang
    ,
    Kaixiong Gong
    ,
    Xiangyu Yue
    ,
    Botian Shi
    ,
    Yu Qiao
    , Tao Chen
  37. S2HPruner: Soft-to-Hard Distillation Bridges the Discretization Gap in Pruning
    NeurIPS 2024 ·
    Weihao Lin
    ,
    Shengji Tang
    ,
    Chong Yu
    ,
    Peng Ye
    , Tao Chen
  38. Spear: Evaluate the Adversarial Robustness of Compressed Neural Models
    IJCAI 2024 ·
    Chong Yu
    , Tao Chen,
    Zhongxue Gan
    ,
    Jiayuan Fan
  39. Through the Real World Haze Scenes: Navigating the Synthetic-to-Real Gap in Challenging Image Dehazing
    ICRA 2024 ·
    Shijie Chen
    ,
    Mohammad Mahdizadeh
    ,
    Chong Yu
    ,
    Jiayuan Fan
    , Tao Chen
  40. Training-Free Adaptive Diffusion with Bounded Difference Approximation Strategy
    NeurIPS 2024 ·
    Hancheng Ye
    ,
    Jiakang Yuan
    ,
    Renqiu Xia
    ,
    Xiangchao Yan
    , Tao Chen,
    Junchi Yan
    ,
    Botian Shi
    ,
    Bo Zhang