Xinting Huang

Email: xhuang [æt] lst.uni-saarland.de

myphoto.jpg

I’m a PhD student at Saarland University, advised by Michael Hahn. I’m part of Language, Computation, and Cognition Lab (LaCoCo). During my PhD, I also spent time at Tencent as a research intern. Before that, I obtained my Master’s degree in IT and Cognition at University of Copenhagen, and Bachelor’s degree in Intelligence Science and Technology at Sun Yat-sen University.

My research focuses on understanding how language models work through mechanistic interpretability and theoretical analysis. During my PhD, I have developed methods for interpreting neural representations and uncovering the algorithms learned by transformers. More recently, I have also explored reinforcement learning for language model reasoning.

Publications

  1. Xinting Huang*, Aleksandra Bakalova* , Satwik Bhattamishra , William Merrill , and Michael Hahn
    Forty-Third International Conference on Machine Learning (ICML), 2026
  2. Xinting Huang, and Michael Hahn
    The Fourteenth International Conference on Learning Representations (ICLR), 2026
  3. Soyoung Oh , Xinting Huang, Mathis Pink , Michael Hahn , and Vera Demberg
    19th Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2026
  4. Aleksandra Bakalova , Yana Veitsman , Xinting Huang, and Michael Hahn
    Conference on Language Modeling (COLM), 2025
  5. Alireza Amiri , Xinting Huang, Mark Rofin , and Michael Hahn
    Forty-Second International Conference on Machine Learning (ICML), 2025
  6. Xinting Huang*, Andy Yang* , Satwik Bhattamishra , Yash Sarrof , Andreas Krebs , Hattie Zhou , Preetum Nakkiran , and Michael Hahn
    The Thirteenth International Conference on Learning Representations (ICLR), 2025
  7. Xinting Huang, Madhur Panwar , Navin Goyal , and Michael Hahn
    Annual Conference on Neural Information Processing Systems (NeurIPS 2024); Previously: Mechanistic Interpretability Workshop at ICML 2024 (oral, Second Place Prize), 2024
  8. Xinting Huang, and Nora Hollenstein
    In Findings of the Association for Computational Linguistics: EMNLP , 2023
  9. Xinting Huang*, Jiajing Wan* , Ioannis Kritikos , and Nora Hollenstein
    arXiv preprint arXiv:2311.00159, 2023
  10. Jiajing Wan* , and Xinting Huang*
    In Proceedings of the Fourteenth Workshop on Semantic Evaluation , 2020

Teaching

Seminar, Interpreting and Analyzing Neural Language Models , Winter term 2026/27
Seminar, Probing and Analyzing Neural Language Models , Summer term 2024
Guest lecture, Foundations of Mathematics , Nov. 2023; Dec. 2024