Publications

(* denotes equal contribution)

2026

  1. arXiv
    Nodule-Aligned Latent Space Learning with LLM-Driven Multimodal Diffusion for Longitudinal Lung LDCT Prediction
    James Song*, Yifan Wang*, Chuan Zhou, and Liyue Shen
    2026
    In submission.
    arXiv Code

2025

  1. ACL 2026
    attack_pipeline.png
    When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
    Yibo Peng*, James Song*, Lei Li*, Xinyu Yang, Mihai Christodorescu, Ravi Mangal, Corina Pasareanu, Haizhong Zheng, and Beidi Chen
    2025
    arXiv Code Website