Xinyue Lou

PhD student, Beijing Jiaotong University

Joined

February 2024

Names

Xinyue Lou (Preferred)

Emails

****@bjtu.edu.cn (Confirmed)

,

****@bjtu.edu.cn (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

PhD student

Beijing Jiaotong University (bjtu.edu.cn)

2024 – 2028

Undergrad student

Beijing Jiaotong University (bjtu.edu.cn)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2024 – 2028

Expertise

Large Language Models

Present

Publications

When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily Life
Xinyue Lou, Jinan Xu, Jingyi Yin, Xiaolong Wang, Zhaolu Kang, Youwei Liao, Yixuan Wang, Xiangyu Shi, Fengran Mo, Su Yao, Kaiyu Huang
- CoRR 2026
- Readers: Everyone
Think in Safety: Unveiling and Mitigating Safety Alignment Collapse in Multimodal Large Reasoning Model
Xinyue Lou, You Li, Jinan Xu, Xiangyu Shi, Chi Chen, Kaiyu Huang
- EMNLP 2025
- Readers: Everyone
MUCAR: Benchmarking Multilingual Cross-Modal Ambiguity Resolution for Multimodal Large Language Models
Xiaolong Wang, Zhaolu Kang, Wangyuxuan Zhai, Xinyue Lou, Yunghwei Lai, Ziyue Wang, Yawen Wang, Kaiyu Huang, Yile Wang, Peng Li, Yang Liu
- EMNLP 2025
- Readers: Everyone
TransportationGames: Benchmarking Transportation Knowledge of (Multimodal) Large Language Models
Xue Zhang, Xiangyu Shi, Xinyue Lou, Rui Qi, Yufeng Chen, Jinan Xu, Wenjuan Han
- CoRR 2024
- Readers: Everyone

Co-Authors

Chi Chen
Fengran Mo
Jinan Xu
Jingyi Yin
Kaiyu Huang
Peng Li
Rui Qi
Su Yao
Wangyuxuan Zhai
Wenjuan Han
Xiangyu Shi
Xiaolong Wang
Xue Zhang
Yang Liu
Yawen Wang
Yile Wang
Yixuan Wang
You Li
Youwei Liao
Yufeng Chen
Yunghwei Lai
Zhaolu Kang
Ziyue Wang