DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition. - Chunkit Chan; Xin Liu 039; Jiayang Cheng; Zihan Li; Yangqiu Song; Ginny Y. Wong; Simon See (ACL (Findings), 2023)

StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding. - Cheng Jiayang; Lin Qiu; Tsz Ho Chan; Tianqing Fang; Weiqi Wang 001; Chunkit Chan; Dongyu Ru; Qipeng Guo; Hongming Zhang 009; Yangqiu Song; Yue Zhang 004; Zheng Zhang 001 (EMNLP, 2023)

Lion: Adversarial Distillation of Proprietary Large Language Models. - Yuxin Jiang; Chunkit Chan; Mingyang Chen; Wei Wang (EMNLP, 2023)

Discourse-Aware Prompt for Argument Impact Classification. - Chunkit Chan; Tsz Ho Chan (ICMLC, 2023)

Self-Consistent Narrative Prompts on Abductive Natural Language Inference. - Chunkit Chan; Xin Liu 039; Tsz Ho Chan; Jiayang Cheng; Yangqiu Song; Ginny Y. Wong; Simon See (IJCNLP (1), 2023)

ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. - Chunkit Chan; Jiayang Cheng; Weiqi Wang 001; Yuxin Jiang; Tianqing Fang; Xin Liu 039; Yangqiu Song (CoRR, 2023)

Lion: Adversarial Distillation of Closed-Source Large Language Model. - Yuxin Jiang; Chunkit Chan; Mingyang Chen; Wei Wang (CoRR, 2023)

Privacy in Large Language Models: Attacks, Defenses and Future Directions. - Haoran Li 003; Yulin Chen; Jinglong Luo; Yan Kang 001; Xiaojin Zhang 002; Qi Hu; Chunkit Chan; Yangqiu Song (CoRR, 2023)

P-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. - Haoran Li 003; Dadi Guo; Donghao Li; Wei Fan 001; Qi Hu; Xin Liu 039; Chunkit Chan; Duanyi Yao; Yangqiu Song (CoRR, 2023)

CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. - Weiqi Wang 001; Tianqing Fang; Chunyang Li; Haochen Shi; Wenxuan Ding 001; Baixuan Xu; Zhaowei Wang 003; Jiaxin Bai; Xin Liu 039; Cheng Jiayang; Chunkit Chan; Yangqiu Song (ACL (1), 2024)

PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models. - Haoran Li 003; Dadi Guo; Donghao Li; Wei Fan 001; Qi Hu; Xin Liu 039; Chunkit Chan; Duanyi Yao; Yuan Yao 001; Yangqiu Song (ACL (1), 2024)

EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs. - Cheng Jiayang; Lin Qiu; Chunkit Chan; Xin Liu 039; Yangqiu Song; Zheng Zhang 001 (LREC/COLING, 2024)

Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations. - Chunkit Chan; Cheng Jiayang; Weiqi Wang 001; Yuxin Jiang; Tianqing Fang; Xin Liu 039; Yangqiu Song (EACL (Findings), 2024)

Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate. - Chunkit Chan; Jiayang Cheng; Xin Liu 039; Yauwai Yim; Yuxin Jiang; Zheye Deng; Haoran Li 003; Yangqiu Song; Ginny Y. Wong; Simon See (ECAI, 2024)

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding. - Chunkit Chan; Cheng Jiayang; Yauwai Yim; Zheye Deng; Wei Fan 001; Haoran Li 003; Xin Liu 039; Hongming Zhang 009; Weiqi Wang 001; Yangqiu Song (EMNLP (Findings), 2024)

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction. - Zheye Deng; Chunkit Chan; Weiqi Wang 001; Yuxi Sun 010; Wei Fan 001; Tianshi Zheng; Yauwai Yim; Yangqiu Song (EMNLP, 2024)

ECON: On the Detection and Resolution of Evidence Conflicts. - Cheng Jiayang; Chunkit Chan; Qianqian Zhuang; Lin Qiu; Tianhang Zhang; Tengxiao Liu; Yangqiu Song; Yue Zhang 004; Pengfei Liu 003; Zheng Zhang 001 (EMNLP, 2024)

Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models. - Zizheng Lin; Chunkit Chan; Yangqiu Song; Xin Liu 039 (PRICAI (2), 2024)

Evaluating and Enhancing LLMs Agent Based on Theory of Mind in Guandan: A Multi-Player Cooperative Game Under Imperfect Information. - Yauwai Yim; Chunkit Chan; Tianyu Shi; Zheye Deng; Wei Fan 001; Tianshi Zheng; Yangqiu Song (WI/IAT, 2024)

Backdoor Removal for Generative Large Language Models. - Haoran Li 003; Yulin Chen; Zihao Zheng; Qi Hu; Chunkit Chan; Heshan Liu; Yangqiu Song (CoRR, 2024)

Persona Knowledge-Aligned Prompt Tuning Method for Online Debate. - Chunkit Chan; Cheng Jiayang; Xin Liu 039; Yauwai Yim; Yuxin Jiang; Zheye Deng; Haoran Li 003; Yangqiu Song; Ginny Y. Wong; Simon See (CoRR, 2024)

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models. - Haoran Li 003; Yulin Chen; Zihao Zheng; Qi Hu; Chunkit Chan; Heshan Liu; Yangqiu Song (AAAI, 2025)

INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling. - Haochen Shi; Tianshi Zheng; Weiqi Wang 001; Baixuan Xu; Chunyang Li; Chunkit Chan; Tao Fan 002; Yangqiu Song; Qiang Yang 001 (CoRR, 2025)

XToM: Exploring the Multilingual Theory of Mind for Large Language Models. - Chunkit Chan; Yauwai Yim; Hongchuan Zeng; Zhiying Zou; Xinyuan Cheng; Zhifan Sun; Zheye Deng; Kawai Chung; Yuzhuo Ao; Yixiang Fan; Cheng Jiayang; Ercong Nie; et al. (CoRR, 2025)

From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents. - Weizhi Zhang 001; Yangning Li; Yuanchen Bei; Junyu Luo 002; Guancheng Wan; Liangwei Yang; Chenxuan Xie; Yuyao Yang; Wei-Chieh Huang; Chunyu Miao; Henry Peng Zou; Xiao Luo 001; et al. (CoRR, 2025)

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs. - Yangning Li; Weizhi Zhang; Yuyao Yang; Wei-Chieh Huang; Yaozu Wu; Junyu Luo 002; Yuanchen Bei; Henry Peng Zou; Xiao Luo 001; Yusheng Zhao; Chunkit Chan; Yankai Chen 005; et al. (CoRR, 2025)

SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding. - Yuqi Yang; Weiqi Wang 001; Baixuan Xu; Wei Fan 001; Qing Zong; Chunkit Chan; Zheye Deng; Xin Liu 039; Yifan Gao 001; Changlong Yu; Chen Luo 003; Yang Li 055; et al. (CoRR, 2025)

Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework. - Zheye Deng; Chunkit Chan; Tianshi Zheng; Wei Fan 001; Weiqi Wang 001; Yangqiu Song (CoRR, 2025)