Publications

In reversed chronological order.

2025

  1. ACL 2025
    Findings
    Blessing of Multilinguality: A Systematic Analysis of Multilingual In-Context Learning
    Yilei Tu, Andrew Xue, and Freda Shi
    Findings of the Association for Computational Linguistics: ACL 2025, 2025
  2. ICML 2025
    Do Vision-Language Models Really Understand Visual Language?
    Yifan Hou, Buse Giledereli, Yilei Tu, and Mrinmaya Sachan
    Proceedings of the 42nd International Conference on Machine Learning, 2025
  3. Manuscript
    Knowledge-Enhanced Academic Recommender: Harnessing Large Language Models and Knowledge Graphs
    Noah Mamié*, Yilei Tu*, Prakhar Bhandari, Susie Xi Rao, and Peter Egger
    2025

2023

  1. Manuscript
    Complex Probes are Favored: A Revisit of Probe Complexity
    Yilei TuJiaoda Li, and Ryan Cotterell
    2023
  2. IJCNLP 2023
    SAINE: Scientific Annotation and Inference Engine of Scientific Research
    Susie Xi RaoYilei Tu, and Peter H. Egger
    IJCNLP-AACL 2023: System Demonstrations, Nov 2023
  3. IEEE TASE
    Reinforcement-Learning-Informed Prescriptive Analytics for Air Traffic Flow Management
    Yuan Wang, Weilin Cai, Yilei Tu, and Jianfeng Mao
    IEEE Transactions on Automation Science and Engineering, Nov 2023
  4. TRC
    Prediction of estimated time of arrival for multi-airport systems via “Bubble” mechanism
    Lechen WangJianfeng Mao, Lishuai Li, Xuechun Li, and Yilei Tu
    Transportation Research Part C: Emerging Technologies, Sep 2023