Publications

• MedGUIDE: Benchmarking Clinical Decision-Making in Large Language Models
  Xiaomin Li*, Mingye Gao*, Yuexing Hao, Taoran Li, Guangya Wan, Zihan Wang, Yijun Wang.
  NeurIPS GenAI4Health Workshop 2025

• SoK: Understanding (New) Security Issues Across AI4Code Use Cases
  Qilong Wu*, Taoran Li*, Tianyang Zhou*, Varun Chandrasekaran.
  Under review at Network and Distributed System Security Symposium 2026

• The Erasure Illusion: Stress-Testing the Generalization of LLM Forgetting Evaluation
  Hengrui Jia, Taoran Li, Jonas Guan, Varun Chandrasekaran.
  Under review at ACM Conference on Computer and Communications Security 2026

• Layer-Targeted Multilingual Knowledge Erasure in Large Language Models
  Taoran Li, Varun Chandrasekaran, Zhiyuan Yu.
  Under review at 43rd International Conference on Machine Learning (ICML 2026)