Xueluan Gong

Postdoc, Nanyang Technological University

Joined

May 2021

Names

Xueluan Gong (Preferred)

Emails

****@qq.com (Confirmed)

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

Nanyang Technological University (ntu.edu.sg)

2024 – Present

PhD student

Wuhan University (whu.edu.cn)

2020 – 2023

MS student

Wuhan University (whu.edu.cn)

2018 – 2020

Undergrad student

Hunan University (hnu.edu.cn)

2014 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Qian Wang

2020 – 2023

Expertise

AI security

Present

LLM security

Present

Privacy preserving

Present

Publications

B3: Backdoor Attacks against Black-box Machine Learning Models.
Xueluan Gong, Yanjiao Chen, Wenbin Yang, Huayang Huang, Qian Wang 0002
- ACM Trans. Priv. Secur. 2023
- Readers: Everyone
Megatron: Evasive Clean-Label Backdoor Attacks Against Vision Transformer
Xueluan Gong, Bowei Tian, Meng Xue, Shuaike Li, Yanjiao Chen, Qian Wang
- IEEE Trans. Dependable Secur. Comput. 2026
- Readers: Everyone
Beyond Max Tokens: Stealthy Resource Amplification via Tool Calling Chains in LLM Agents
Kaiyu Zhou, Yongsen Zheng, Yicheng He, Meng Xue, Xueluan Gong, Yuji Wang, Kwok-Yan Lam
- CoRR 2026
- Readers: Everyone
The Shadow Self: Intrinsic Value Misalignment in Large Language Model Agents
Chen Chen, Kim Young Il, Yuan Yang, Wenhao Su, Yilin Zhang, Xueluan Gong, Qian Wang, Yongsen Zheng, Ziyao Liu, Kwok-Yan Lam
- CoRR 2026
- Readers: Everyone
An Effective and Resilient Backdoor Attack Framework Against Deep Neural Networks and Vision Transformers
Xueluan Gong, Bowei Tian, Meng Xue, Yuan Wu, Yanjiao Chen, Qian Wang
- IEEE Trans. Dependable Secur. Comput. 2025
- Readers: Everyone
Evaluating and Mitigating LLM-as-a-judge Bias in Communication Systems
Jiaxin Gao, Chen Chen, Yanwen Jia, Xueluan Gong, Kwok-Yan Lam, Qian Wang
- CoRR 2025
- Readers: Everyone
Lethe: Purifying Backdoored Large Language Models with Knowledge Dilution
Chen Chen, Yuchen Sun, Jiaxin Gao, Xueluan Gong, Qian Wang, Ziyao Wang, Yongsen Zheng, Kwok-Yan Lam
- CoRR 2025
- Readers: Everyone
LLMs Cannot Reliably Judge (Yet?): A Comprehensive Assessment on the Robustness of LLM-as-a-Judge
Songze Li, Chuokun Xu, Jiaying Wang, Xueluan Gong, Chen Chen, Jirui Zhang, Jun Wang, Kwok-Yan Lam, Shouling Ji
- CoRR 2025
- Readers: Everyone
TrojanDam: Detection-Free Backdoor Defense in Federated Learning through Proactive Model Robustification utilizing OOD Data
Yanbo Dai, Songze Li, Zihan Gan, Xueluan Gong
- CoRR 2025
- Readers: Everyone
Artemis: Defending Against Backdoor Attacks via Distribution Shift
Meng Xue, Zhixian Wang, Qian Zhang, Xueluan Gong, Zhihang Liu, Yanjiao Chen
- IEEE Trans. Dependable Secur. Comput. 2025
- Readers: Everyone

View all 70 publications

Co-Authors

View all 88 co-authors