📝 Recent Publications
🧑🎨 Trustworthiness
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Nature Computational Science 2025Evaluating and mitigating bias in AI-based medical text generation, Xiuying Chen, Tairan Wang, Juexiao Zhou, Zirui Song, Xin Gao, Xiangliang Zhang -
ACL 2025Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models, Lang Gao, Jiahui Geng, Xiangliang Zhang, Preslav Nakov, Xiuying Chen, -
ACL 2025Flipping Knowledge Distillation: Leveraging Small Models’ Expertise to Enhance LLMs in Text Matching, Mingzhe Li, Jing Xiang, Qishen Zhang, Kaiyang Wan, Xiuying Chen, -
NAACL 2025Hazards in Daily Life? Enabling Robots to Proactively Detect and Resolve Anomalies, Zirui Song, Guangxian Ouyang, …, Xiuying Chen -
COLING 2025Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks, Chenxi Wang, Zongfang Liu, Dequan Yang, Xiuying Chen
🎙 Personalization
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ACM MM 2025From Individuals to Crowds: Dual-Level Public Response Prediction in Social Media, Jinghui Zhang, Kaiyang Wan, Longwei Xu, Ao Li, Zongfang Liu, Xiuying Chen -
ACL finding 2025Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs, Zixiao Wang, Duzhen Zhang, Ishita Agrawal, Shen Gao, Le Song, Xiuying Chen
📒 Survey
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IJCAI survey track 2024Large language model based multi-agents: A survey of progress and challenges, Taicheng Guo, Xiuying Chen, Yaqi Wang, Ruidi Chang, Shichao Pei, Nitesh V Chawla, Olaf Wiest, Xiangliang Zhang. -
arxiv 2025Injecting domain-specific knowledge into large language models: a comprehensive survey, Zirui Song, Bin Yan, Yuhan Liu, Miao Fang, Mingzhe Li, Rui Yan, Xiuying Chen