CoLLiE: Collaborative Training of Large Language Models in an Efficient Way. - Kai Lv 001; Shuo Zhang 022; Tianle Gu; Shuhao Xing; Jiawei Hong; Keyu Chen; Xiaoran Liu; Yuqing Yang 004; Honglin Guo; Tengxiao Liu; Yu Sun 031; Qipeng Guo; et al. (EMNLP (Demos), 2023)

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models. - Haiquan Zhao 002; Lingyu Li; Shisong Chen; Shuqi Kong; Jiaan Wang; Kexin Huang; Tianle Gu; Yixu Wang; Jian Wang; Dandan Liang; Zhixu Li; Yan Teng 002; et al. (EMNLP, 2024)

MLLMGuard: A Multi-dimensional Safety Evaluation Suite for Multimodal Large Language Models. - Tianle Gu; Zeyang Zhou; Kexin Huang; Dandan Liang; Yixu Wang; Haiquan Zhao 002; Yuanqi Yao; Xingge Qiao; Keqing Wang; Yujiu Yang; Yan Teng 002; Yu Qiao 001; et al. (NeurIPS, 2024)

Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion. - Ruilin Luo; Tianle Gu; Haoling Li; Junzhe Li; Zicheng Lin; Jiayi Li 002; Yujiu Yang (CoRR, 2024)

ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models. - Haiquan Zhao 002; Lingyu Li; Shisong Chen; Shuqi Kong; Jiaan Wang; Kexin Huang; Tianle Gu; Yixu Wang; Dandan Liang; Zhixu Li; Yan Teng 002; Yanghua Xiao; et al. (CoRR, 2024)

MEOW: MEMOry Supervised LLM Unlearning Via Inverted Facts. - Tianle Gu; Kexin Huang; Ruilin Luo; Yuanqi Yao; Yujiu Yang; Yan Teng 002; Yingchun Wang (CoRR, 2024)

HoneypotNet: Backdoor Attacks Against Model Extraction. - Yixu Wang; Tianle Gu; Yan Teng 002; Yingchun Wang; Xingjun Ma (AAAI, 2025)

Word Form Matters: LLMs' Semantic Reconstruction under Typoglycemia. - Chenxi Wang 001; Tianle Gu; Zhongyu Wei; Lang Gao; Zirui Song; Xiuying Chen (ACL (Findings), 2025)

From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs. - Tianle Gu; Kexin Huang; Ruilin Luo; Yuanqi Yao; Xiuying Chen; Yujiu Yang; Yan Teng; Yingchun Wang (ACL (Findings), 2025)

A Cognitive Writing Perspective for Constrained Long-Form Text Generation. - Kaiyang Wan; Honglin Mu; Rui Hao; Haoran Luo 001; Tianle Gu; Xiuying Chen (ACL (Findings), 2025)

MorphMark: Flexible Adaptive Watermarking for Large Language Models. - Zongqi Wang; Tianle Gu; Baoyuan Wu; Yujiu Yang (ACL (1), 2025)

Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation. - Simin Chen; Yiming Chen 010; Zexin Li 001; Yifan Jiang; Zhongwei Wan; Yixin He 002; Dezhi Ran; Tianle Gu; Haizhou Li 001; Tao Xie 001; Baishakhi Ray (CoRR, 2025)

From Rankings to Insights: Evaluation Should Shift Focus from Leaderboard to Feedback. - Zongqi Wang; Tianle Gu; Chen Gong; Xin Tian; Siqi Bao; Yujiu Yang (CoRR, 2025)

Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking. - Tianle Gu; Zongqi Wang; Kexin Huang; Yuanqi Yao; Xiangliang Zhang 001; Yujiu Yang; Xiuying Chen (CoRR, 2025)

Argus Inspection: Do Multimodal Large Language Models Possess the Eye of Panoptes? - Yang Yao; Lingyu Li; Jiaxin Song; Chiyu Chen; Zhenqi He; Yixu Wang; Xin Wang 119; Tianle Gu; Jie Li; Yan Teng 002; Yingchun Wang (CoRR, 2025)

Probing the Robustness of Large Language Models Safety to Latent Perturbations. - Tianle Gu; Kexin Huang; Zongqi Wang; Yixu Wang; Jie Li; Yuanqi Yao; Yang Yao; Yujiu Yang; Yan Teng 002; Yingchun Wang (CoRR, 2025)

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45° Law. - Yicheng Bao; Guanxu Chen; Mingkang Chen; Yunhao Chen; Chiyu Chen; Lingjie Chen; Sirui Chen; Xinquan Chen; Jie Cheng; Yu Cheng 001; Dengke Deng; Yizhuo Ding; et al. (CoRR, 2025)

LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models. - Zhiyuan Ning; Tianle Gu; Jiaxin Song; Shixin Hong; Lingyu Li; Huacan Liu; Jie Li; Yixu Wang; Lingyu Meng; Yan Teng 002; Yingchun Wang (CoRR, 2025)