A Survey on In-context Learning. - Qingxiu Dong; Lei Li 039; Damai Dai; Ce Zheng; Jingyuan Ma; Rui Li 094; Heming Xia; Jingjing Xu 001; Zhiyong Wu 011; Baobao Chang; Xu Sun 001; Lei Li 005; et al. (EMNLP, 2024)

Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming. - Rui Li 094; Peiyi Wang; Jingyuan Ma; Di Zhang; Lei Sha; Zhifang Sui (EMNLP (Findings), 2024)

ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors. - Zhexin Zhang; Yida Lu; Jingyuan Ma; Di Zhang; Rui Li 094; Pei Ke; Hao Sun; Lei Sha; Zhifang Sui; Hongning Wang; Minlie Huang (EMNLP (Findings), 2024)

How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation. - Rui Li 094; Heming Xia; Xinfeng Yuan; Qingxiu Dong; Lei Sha; Wenjie Li 002; Zhifang Sui (ACL (Findings), 2025)

Towards Harmonized Uncertainty Estimation for Large Language Models. - Rui Li 094; Jing Long; Muge Qi; Heming Xia; Lei Sha; Peiyi Wang; Zhifang Sui (CoRR, 2025)

HauntAttack: When Attack Follows Reasoning as a Shadow. - Jingyuan Ma; Rui Li 094; Zheng Li; Junfeng Liu; Lei Sha; Zhifang Sui (CoRR, 2025)