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Yige Li

Postdoc, Singapore Management University

2 papers at NeurIPS 2025

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Poster Session 5

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Memory Injection Attacks on LLM Agents via Query-Only Interaction

#1412 · Shen Dong, Shaochen Xu, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang

BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks and Defenses on Large Language Models

#1405 · Yige Li, Hanxun Huang, Yunhan Zhao, Xingjun Ma, Jun Sun

In this work, we introduce \textit{BackdoorLLM}, the first comprehensive benchmark for studying backdoor attacks and defenses on LLMs.