About me

Hi, I’m Xinyue Lou (娄馨月). I am currently a Ph.D. student at Beijing Jiaotong University (BJTU), where I am advised by Jinan Xu and Kaiyu Huang. My research interests lie broadly in Natural Language Processing, Multimodal Large Language Models and Trustworthy Large Language Models.

❗️ News

• [2025/08/21] Our paper TiS has been accepted by EMNLP 2025!

Publications

Full List is in Google Scholar

• Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang. Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model. In Proceedings of EMNLP 2025 (Oral) .

Education & Experience

• B.S., Computer Science and Technology & Economics, Beijing Jiaotong University, 09/2020-06/2024
• Ph.D., Computer Science and Technology, Beijing Jiaotong University, 09/2024-now