Towards Open-Domain Named Entity Recognition via Neural Correction Models. - Mengdi Zhu; Zheye Deng; Wenhan Xiong; Mo Yu; Ming Zhang 004; William Yang Wang (CoRR, 2019)

MegTaiChi: dynamic tensor-based memory management optimization for DNN training. - Zhongzhe Hu; Junmin Xiao; Zheye Deng; Mingyi Li; Kewei Zhang; Xiaoyang Zhang; Ke Meng; Ninghui Sun; Guangming Tan (ICS, 2022)

Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection. - Zheye Deng; Weiqi Wang 001; Zhaowei Wang 003; Xin Liu 039; Yangqiu Song (EMNLP (Findings), 2023)

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)

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory. - Wei Fan 001; Haoran Li 003; Zheye Deng; Weiqi Wang 001; Yangqiu Song (EMNLP, 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)

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)

Enhancing Transformers for Generalizable First-Order Logical Entailment. - Tianshi Zheng; Jiazheng Wang; Zihao Wang 001; Jiaxin Bai; Hang Yin 008; Zheye Deng; Yangqiu Song; Jianxin Li 002 (ACL (1), 2025)

Top Ten Challenges Towards Agentic Neural Graph Databases. - Jiaxin Bai; Zihao Wang 001; Yukun Zhou; Hang Yin 008; Weizhi Fei; Qi Hu; Zheye Deng; Jiayang Cheng; Tianshi Zheng; Hong Ting Tsang; Yisen Gao; Zhongwei Xie; et al. (IEEE Data Eng. Bull., 2025)

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery. - Tianshi Zheng; Zheye Deng; Hong Ting Tsang; Weiqi Wang 001; Jiaxin Bai; Zihao Wang 001; Yangqiu Song (CoRR, 2025)

Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents. - Wei Fan 001; Tianshi Zheng; Yiran Hu; Zheye Deng; Weiqi Wang 001; Baixuan Xu; Chunyang Li; Haoran Li 003; Weixing Shen; Yangqiu Song (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)

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)