Connectivity Patterns are Task Embeddings. - Zhiheng Xi; Rui Zheng; Yuansen Zhang; Xuanjing Huang 001; Zhongyu Wei; Minlong Peng; Mingming Sun 001; Qi Zhang 001; Tao Gui (ACL (Findings), 2023)

InstructUIE: Multi-task Instruction Tuning for Unified Information Extraction. - Xiao Wang 035; Weikang Zhou; Can Zu; Han Xia; Tianze Chen; Yuansen Zhang; Rui Zheng; Junjie Ye; Qi Zhang 001; Tao Gui; Jihua Kang; Jingsheng Yang; et al. (CoRR, 2023)

TRACE: A Comprehensive Benchmark for Continual Learning in Large Language Models. - Xiao Wang 001; Yuansen Zhang; Tianze Chen; Songyang Gao; Senjie Jin; Xianjun Yang; Zhiheng Xi; Rui Zheng; Yicheng Zou; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2023)

GumbelSoft: Diversified Language Model Watermarking via the GumbelMax-trick. - Jiayi Fu; Xuandong Zhao; Ruihan Yang; Yuansen Zhang; Jiangjie Chen; Yanghua Xiao (ACL (1), 2024)

P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization. - Yuansen Zhang; Xiao Wang; Tianze Chen; Jiayi Fu; Tao Gui; Qi Zhang 001 (ACL (Findings), 2024)

RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions. - Yuansen Zhang; Xiao Wang 001; Zhiheng Xi; Han Xia; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (LREC/COLING, 2024)

CodeChameleon: Personalized Encryption Framework for Jailbreaking Large Language Models. - Huijie Lv; Xiao Wang 001; Yuansen Zhang; Caishuang Huang; Shihan Dou; Junjie Ye; Tao Gui; Qi Zhang 001; Xuanjing Huang 001 (CoRR, 2024)

PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language Models. - Guangwei Li; Yuansen Zhang; Yinggui Wang; Shoumeng Yan; Lei Wang; Tao Wei 002 (CoRR, 2025)