Zhendong Liu

Researcher, Alibaba Group

Joined

January 2023

Names

Zhendong Liu (Preferred)

Liu Zhendong

Emails

****@smail.nju.edu.cn (Confirmed)

****@gmail.com (Confirmed)

****@taobao.com (Confirmed)

Personal Links

Homepage

Google Scholar

Semantic Scholar

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2024 – 2026

PhD student

Nanjing University (nju.edu.cn)

2020 – 2025

Undergrad student

Shanghai Jiaotong University (sjtu.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Chongjun Wang

Present

Coauthor

Wenyu Jiang

Present

Coauthor

Jiang Wenyu

Present

Expertise

Explainable AI

Present

AI Safety

Present

Safety Alignment

Present

Publications

Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models
Baihui Zheng, Boren Zheng, Kerui Cao, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang
- Submitted to ICLR 2026
- Readers: Everyone
USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models
Baolin Zheng, Guanlin Chen, Hongqiong Zhong, Qingyang Teng, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang, Huiyun Jing, Jincheng Wei
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mesa and Mask: A Benchmark for Detecting and Classifying Deceptive Behaviors in LLMs
Boren Zheng, Mengying Yuan, Kexin Chen, Baihui Zheng, Zhendong Liu, Boyuan Chen, Jiaming Ji, Yingshui Tan, Xiaoyong Zhu, Yaodong Yang, Bo Zheng
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Refusals: Fine-grained Safety Alignment for Reasoning LLMs
Zhendong Liu, Baihui Zheng, Hongqiong Zhong, Boren Zheng, Yingshui Tan, Xiaoyong Zhu, Bo Zheng
- Submitted to ICLR 2026
- Readers: Everyone
Towards Visualization-of-Thought Jailbreak Attack against Large Visual Language Models
Hongqiong Zhong, Qingyang Teng, Baolin Zheng, Guanlin Chen, Yingshui Tan, Zhendong Liu, Jiaheng Liu, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang
- NeurIPS 2025 poster
- Readers: Everyone
USB: A Comprehensive and Unified Safety Evaluation Benchmark for Multimodal Large Language Models
Baolin Zheng, Guanlin Chen, Hongqiong Zhong, Qingyang Teng, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Huiyun Jing, Jincheng Wei, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang
- CoRR 2025
- Readers: Everyone
Beyond Safe Answers: A Benchmark for Evaluating True Risk Awareness in Large Reasoning Models
Baihui Zheng, Boren Zheng, Kerui Cao, Yingshui Tan, Zhendong Liu, Weixun Wang, Jiaheng Liu, Jian Yang, Wenbo Su, Xiaoyong Zhu, Bo Zheng, Kaifu Zhang
- CoRR 2025
- Readers: Everyone
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks
Jiawei Wang, Yushen Zuo, Yuanjun Chai, Zhendong Liu, Yicheng Fu, Yichun Feng, Kin-Man Lam
- CoRR 2025
- Readers: Everyone
Safety Alignment for Vision Language Models
Zhendong Liu, Yuanbi Nie, Yingshui Tan, Xiangyu Yue, Qiushi Cui, Chongjun Wang, Xiaoyong Zhu, Bo Zheng
- CoRR 2024
- Readers: Everyone
COOD: Concept-based Zero-shot OOD Detection
Zhendong Liu, Yi Nian, Henry Peng Zou, Li Li, Xiyang Hu, Yue Zhao
- CoRR 2024
- Readers: Everyone

View all 19 publications

Co-Authors

View all 46 co-authors