Zicong Zhang

latest update: Dec 22th, 2025

Hi! I’m Zicong Zhang, a third-year student majoring in Computer Science, from John Hopcroft Class, Zhiyuan College, Shanghai Jiao Tong University. I’m currently a research intern at MSRA advised by Yifan Yang. And I was fortunate to be advised by Prof. Weiran Huang in SJTU MIFA Lab.


I’m broadly interested in building Versatile, Intelligent, Ever-Learning Agents that can continuously learn and reason across vision, language, and real-world environment. My research focuses now lies in but not limited to these mutually reinforcing themes:

  • Multimodal Understanding & Reasoning : unifying vision-language representations with chain-of-thought and tool-augmented reasoning

  • Tool-Integrated Learning : training models to acquire, compose and refine tool-use strategies in complicated, open-world settings

  • Continual & Transferable Learning : enabling agents to merge new knowledge with prior skills while mitigating forgetting, and to generalize zero-shot to novel tasks and human preferences


I’m looking for an on-site 26 summer research position !

news

Jul 17, 2025 I’m fortunate to join Microsoft Research Asia as a research intern, advised by Yifan Yang !
Mar 06, 2025 Co-first author paper Enhanced Continual Learning of Vision-Language Models With Model Fusion has been accepted by 13th ICLR SCOPE Workshop ! :sparkles:
Jul 01, 2024 I’m fortunate to join SJTU MIFA lab as a research intern, advised by Prof Weiran Huang !

selected publications

  1. ConDU.png
    Enhanced Continual Learning of Vision-Language Models with Model Fusion
    Haoyuan Gao*Zicong Zhang*, Yuqi Wei, and 5 more authors
    In Fisrt Workshop SCOPE The Thirteenth International Conference on Learning Representations, 2025
  2. Tracing the Dance of Embeddings: Visualizing High-Dimensional Sample-wise Trajectory for Training Analysis
    Yiming Liu*Zicong Zhang*, Yun Lin, and 4 more authors
    In Under Review, 2025