YUANCHEN
  

Yuanchen Wu
Shanghai University

School of Computer Engineering and Science, Shanghai University
Shanghai, 200444, P.R.China

Email: yuanchenwu [at] shu.edu.cn

[Github] [Google Scholar]

I am currently a graduate student at Shanghai University, Shanghai, under the supervision of Prof. Xiaoqiang Li. Before that, I got my Bachelor's degree in Computer Science from College of Information Engineering, Shanghai Maritime University in June 2022.

Currently, I am a Research Intern at Tencent Youtu Lab, focusing on MLLMs (Post-training & Hallucination). My research interests include vision-language models, semi/weakly supervised learning, and representation learning.

News

  • 01/2025, one paper has been accepted by ICLR 2025!
  • 05/2024, one paper has been accepted by ACM MM 2024!
  • 02/2024, one paper has been accepted by CVPR 2024!
  • Publications

    Conference Papers

    1. ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts
      Yuanchen Wu; Junlong Du; Ke Yan; Shouhong Ding; Xiaoqiang Li
      ICLR 2025, Singapore | paper | project page

    2. DINO is Also a Semantic Guider: Exploiting Class-aware Affinity for Weakly Supervised Semantic Segmentation
      Yuanchen Wu; Xiaoqiang Li; Jide Li; Kequan Yang; Pinpin Zhu; Shaohua Zhang
      ACMMM 2024, Melbourne | paper | project page

    3. DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation
      Yuanchen Wu; Xichen Ye; Kequan Yang; Jide Li; Xiaoqiang Li
      CVPR 2024, Seattle | paper | project page

    4. Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation
      Yuanchen Wu; Xiaoqiang Li; Songmin Dai; Jide Li; Tong Liu; Shaorong Xie
      IJCAI 2023, Macao | paper | project page

    Journal Papers

    1. Uncertainty-aware representation calibration for semi-supervised medical imaging segmentation
      Yuanchen Wu; Xiaoqiang Li; Yue Zhou
      Neurocomputing 2024 | paper | project page

    2. Semi-supervised medical imaging segmentation with soft pseudo-label fusion
      Xiaoqiang Li; Yuanchen Wu; Songmin Dai
      Applied Intellgence 2023 | paper

    3. An Attention-Based 3D CNN With Multi-Scale Integration Block for Alzheimer's Disease Classification
      Yuanchen Wu; Yuan Zhou; Weiming Zeng; Qian Qian; Miao Song
      IEEE Journal of Biomedical and Health Informatics 2022 | paper

    4. Classification of patients with AD from healthy controls using entropy-based measures
      of causality brain networks

      Yuanchen Wu; Yuan Zhou; Miao Song
      Journal of Neuroscience Methods 2021 | paper

    Projects

  • Evacuation Dispatching System for Densely Populated Area Based on Load Balancing
  • Project Page | Key Words: YOLO v5; Vue.js; Flask; Axios

    Awards

  • 2021, Second Price in China College Student Computer Design Competition

  • 2020, First Price in Mathorcup National Mathematical Modeling Contest

  • 2020, First Price in Shanghai Computer Design Computer Application Competition

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