Zheye Deng

1. From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
   2025/05/19 by Tianshi Zheng, Zheng, Tianshi, Zheye Deng +11 · 1 voice · 23 citations
   Computer Science · Decision Sciences · Materials Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Scientific Computing and Data Management #cs.CL
2. Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
   2024/04/22 by Zheye Deng, Deng, Zheye, Chunkit Chan +13 · 16 citations
   Computer Science · #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Advanced Text Analysis Techniques
3. NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
   2024/04/21 by Chunkit Chan, Chan, Chunkit, Jiayang, Cheng +16 · 12 citations
   Psychology · Neuroscience · #Action Observation and Synchronization #Neural and Behavioral Psychology Studies
4. GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
   2024/06/17 by Wei Fan, Haoran Li, Fan, Wei +7 · 11 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Privacy, Security, and Data Protection
5. Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information
   2024/08/05 by Yauwai Yim, Yim, Yauwai, Chunkit Chan +10 · 4 citations
   Computer Science · #Artificial Intelligence in Games
6. Neural Correction Model for Open-Domain Named Entity Recognition
   2019/09/13 by Mengdi Zhu, Zheye Deng, Zhu, Mengdi +9 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
7. Top Ten Challenges Towards Agentic Neural Graph Databases
   2025/01/24 by Jiaxin Bai, Bai, Jiaxin, Zihao Wang +32 · 3 citations
   Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)