Xinfeng Li

Researcher, CCDS, Nanyang Technological University

Joined

April 2023

Names

Xinfeng Li (Preferred)

Xavier Li

Emails

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

****@gmail.com (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Researcher

CCDS, Nanyang Technological University (ntu.edu.sg)

2024 – Present

PhD student

Electrical Engineering, Zhejiang University (zju.edu.cn)

2019 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

Trustworthy AI

2019 – Present

CPS/IoT

2019 – Present

Publications

Safety in Embodied AI: A Survey of Risks, Attacks, and Defenses
Xiao Li, Xiang Zheng, Yifeng Gao, Xinyu Xia, Yixu Wang, Xin Wang, Ye Sun, Yunhan Zhao, Ming Wen, Jiayu Li, Zixing Chen, Xun Gong, Yi Liu, Yige Li, Yutao Wu, Cong Wang, Jun Sun, Yixin Cao, Zhineng Chen, Jingjing Chen et al. (18 additional authors not shown)
- Preprint, 2026
- Readers: Everyone
Enchtable: unified safety alignment transfer in fine-tuned large language models
Jialin Wu, Kecen Li, Zhicong Huang, Xinfeng Li, XiaoFeng Wang, Cheng Hong
- OpenReview Archive Direct Upload
- Readers: Everyone
When Memory Becomes a Vulnerability: Towards Multi-turn Jailbreak Attacks against Text-to-Image Generation Systems
Shiqian Zhao, Jiayang Liu, Yiming Li, Runyi Hu, Xiaojun Jia, Wenshu Fan, Xiaobao Wu, Xinfeng Li, Jie Zhang, Wei Dong, Tianwei Zhang, Anh Tuan Luu
- USENIX Security 2026
- Readers: Everyone
AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel Z. WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI et al. (14 additional authors not shown)
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
Learning to Rank Chain-of-Thought: Using a Small Model
Eric Hanchen Jiang, Haozheng Luo, Shengyuan Pang, Xiaomin Li, Zhenting Qi, Hengli Li, Cheng-Fu Yang, Zongyu Lin, Xinfeng Li, Hao Xu, Kai-Wei Chang, Ying Nian Wu
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
MedSentry: Understanding and Mitigating Safety Risks in Medical LLM Multi-Agent Systems
Kai Chen, Taihang Zhen, Hewei Wang, Kailai Liu, Xinfeng Li, Jing Huo, Tianpei Yang, Jinfeng Xu, Wei Dong, Yang Gao
- Submitted to ICLR 2026
- Readers: Everyone
GTD: Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
Eric Hanchen Jiang, Guancheng Wan, Sophia Yin, Mengting Li, Yuchen Wu, Xiao Liang, Xinfeng Li, Yizhou Sun, Wei Wang, Kai-Wei Chang, Ying Nian Wu
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Energy-Driven Steering: Reducing False Refusals in Large Language Models
Eric Hanchen Jiang, Weixuan Ou, Run Liu, Shengyuan Pang, Guancheng Wan, Ranjie Duan, Wei Dong, Kai-Wei Chang, XiaoFeng Wang, Ying Nian Wu, Xinfeng Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AudioTrust: Benchmarking The Multifaceted Trustworthiness of Audio Large Language Models
Kai Li, Can Shen, Yile Liu, Jirui Han, Kelong zheng, Xuechao Zou, Lionel Z. WANG, Shun Zhang, Xingjian Du, Hanjun Luo, Yingbin Jin, Xinxin Xing, Ziyang Ma, Yue Liu, YiFan Zhang, Junfeng Fang, Kun Wang, Yibo Yan, Gelei Deng, Haoyang LI et al. (14 additional authors not shown)
- ICLR 2026 Poster
- Readers: Everyone
A-MemGuard: A Proactive Defense Framework for LLM-Based Agent Memory
Qianshan Wei, Tengchao Yang, Yaochen Wang, Xinfeng Li, Lijun Li, Zhenfei Yin, Yi Zhan, Thorsten Holz, Zhiqiang Lin, XiaoFeng Wang
- Submitted to ICLR 2026
- Readers: Everyone

View all 52 publications

Co-Authors

View all 281 co-authors