Zhenhong Zhou

PhD student, Nanyang Technological University

Joined

June 2023

Names

Zhenhong Zhou (Preferred)

Emails

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

****@alibaba-inc.com (Confirmed)

****@e.ntu.edu.sg (Confirmed)

Personal Links

Career & Education History

PhD student

Nanyang Technological University (ntu.edu.sg)

2025 – 2029

MS student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2022 – 2025

Undergrad student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2018 – 2022

Advisors, Relations & Conflicts

PhD Advisor

Yang Liu

2025 – 2029

Advisor

Sen Su

2022 – 2025

Expertise

No areas of expertise listed

Publications

Jailbreaking Large Language Diffusion Models: Revealing Hidden Safety Flaws in Diffusion-Based Text Generation
Yuanhe Zhang, Fangzhou Xie, Zhenhong Zhou, Zherui Li, Hao Chen, Kun Wang, Yufei Guo
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
Zherui Li, Zheng Nie, Zhenhong Zhou, Yufei Guo, Yue Liu, Yitong Zhang, Yu Cheng, Qingsong Wen, Kun Wang, Jiaheng Zhang
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Backdoor Attribution: Elucidating and Controlling Backdoor in Language Models
Miao Yu, Zhenhong Zhou, Moayad Aloqaily, Kun Wang, Biwei Huang, Stephen Wang, Yueming Jin, Qingsong Wen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Resource Consumption Red-Teaming for Large Vision-Language Models
Haoran Gao, Yuanhe Zhang, Zhenhong Zhou, Lei Jiang, Fanyu Meng, Yujia Xiao, Li Sun, Kun Wang, Yang Liu, Junlan Feng
- Submitted to ICLR 2026
- Readers: Everyone
Goal-Aware Identification and Rectification of Misinformation in Multi-Agent Systems
Zherui Li, Yan Mi, Zhenhong Zhou, Houcheng Jiang, Guibin Zhang, Kun Wang, Junfeng Fang
- ICLR 2026 Poster
- Readers: Everyone
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models
Zherui Li, Zheng Nie, Zhenhong Zhou, Yue Liu, Yitong Zhang, Yu Cheng, Qingsong Wen, Kun Wang, Yufei Guo, Jiaheng Zhang
- ICLR 2026 Poster
- Readers: Everyone
BACKDOOR COLLAPSE: ELIMINATING UNKNOWN THREATS VIA KNOWN BACKDOOR AGGREGATION IN LANGUAGE MODELS
Liang Lin, Miao Yu, Moayad Aloqaily, Zhenhong Zhou, Kun Wang, Linsey Pang, Prakhar Mehrotra, Qingsong Wen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
LIFEBENCH: Evaluating Length Instruction Following in Large Language Models
Wei Zhang, Zhenhong Zhou, Kun Wang, Junfeng Fang, Rongwu Xu, Yuanhe Zhang, Rui Wang, Ge Zhang, Xinfeng Li, Li Sun, Lingjuan Lyu, Yang Liu, Sen Su
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Reinforced Lifelong Editing for Language Models
Zherui Li, Houcheng Jiang, Hao Chen, Baolong Bi, Zhenhong Zhou, Fei Sun, Junfeng Fang, Xiang Wang
- ICML 2025 poster
- Readers: Everyone
On the Role of Attention Heads in Large Language Model Safety
Zhenhong Zhou, Haiyang Yu, Xinghua Zhang, Rongwu Xu, Fei Huang, Kun Wang, Yang Liu, Junfeng Fang, Yongbin Li
- ICLR 2025 Oral
- Readers: Everyone

View all 22 publications

Co-Authors

View all 61 co-authors