Yuwen Ji

Yuwen Ji

My research focuses on multimodal learning, particularly on developing AI systems that integrate language, vision, human motion, embodied action, and structured reasoning.

Education
Currently pursuing a doctoral degree in Computer Science and Technology at Zhejiang University, with joint training support from Westlake University
Master's degree in Electronic Information, Beihang University
Bachelor's degree in Applied Mathematics, Beihang University
Supervision
Professor Yue Zhang , ACL Fellow, Westlake University
Professor Donglin Wang , Founder of Westlake Robotics and MiLAB, Westlake University
Professor Lei Shi , IEEE Senior Member, Beihang University

Primary Research

  1. ICML 2026

    Zero-Shot Text-to-Motion Evaluation using Video Language Models

    Yuwen Ji, Donglin Wang, Yue Zhang

    Code

  2. NIPS 2025

    Learning to Rank for In-Context Example Retrieval

    Yuwen Ji, Luodan Zhang, Ambyerhan, Haoran Que, Lei Shi, Wang Chao, Yue Zhang

    Code

  3. AAAI 2025

    Unaligned Message-Passing and Contextualized-Pretraining for Robust Geo-Entity Resolution

    Yuwen Ji, Wenbo Xie, Jiaqi Zhang, Chao Wang, Ning Guo, Lei Shi, Yue Zhang

    Code

  4. AAAI 2024

    Stratified GNN Explanations through Sufficient Expansion

    Yuwen Ji, Lei Shi, Zhimeng Liu, Ge Wang

    Code