I am a third-year undergraduate student at North China Electric Power University (NCEPU), majoring in Computer Science and Technology.

My research interests focus on Multimodal Large Language Models (MLLMs). I am dedicated to exploring feasible pathways for advancing model intelligence amidst the diminishing returns of scaling. Specifically, I focus on extending the capability boundaries of models under data-scarce conditions, aiming to achieve robust self-evolution without heavy reliance on external supervision.

  • Apr 2026: We released OneResearchClaw, a project for fully autonomous, skill-driven research synthesis from heterogeneous inputs, on GitHub.
  • Mar 2026: One paper on dynamic prognostic prediction for colorectal cancer liver metastasis was accepted to IEEE ICME 2026.
  • Nov 2025: Our work on self-empowering VLMs via self-elicited knowledge distillation was released on arXiv.
  • Jul 2025: One paper on flexible multi-modal HER2 expression prediction was accepted to ACM Multimedia 2025.
Wei Yang*, Yiming Zhao*, Yu Zeng*, Zhen Fang*, Wenxuan Huang, Ziao Zhang, Kou Shi, Qing Miao, Jiayin Cai, Jiawei Zhao, Xikun Bao, Lin Chen, Zehui Chen, Feng Zhao
Open-source project, Apr 2026
Wei Yang*, Yiran Zhu*, Yan Su, Zesheng Li, Chengchang Pan, Honggang Qi
IEEE International Conference on Multimedia and Expo (ICME) 2026
Wei Yang*, Yiran Zhu*, Zilin Li, Xunjia Zhang, Hongtao Wang
arXiv preprint arXiv:2511.18415
Jie Qin*, Wei Yang*, Yan Su, Yiran Zhu, Weizhen Li, Yunyue Pan, Chengchang Pan, Honggang Qi
ACM Multimedia (ACM MM) 2025
  • 2023.09 – 2027.06, B.Eng. in Computer Science and Technology, North China Electric Power University (Baoding), China.