Junhao Liu, Haonan Yu, Zhenyu Yan, and Xin Zhang. (2026). "Focus-LIME: Surgical Interpretation of Long-Context Large Language Models via Proxy-Based Neighborhood Selection." IJCAI-ECAI 2026.
Haonan Yu, Junhao Liu and Xin Zhang et al. (2026). "MAnchors: Memorization-Based Acceleration of Anchors via Rule Reuse and Transformation." International Conference on Machine Learning (ICML).
Junhao Liu, Haonan Yu, Zhenyu Yan, and Xin Zhang. (2026). "Revitalizing Black-Box Interpretability: Actionable Interpretability for LLMs via Proxy Models." Annual Meeting of the Association for Computational Linguistics (ACL).
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA