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Author

Zheye Deng

Observed name: Deng, Zheye
ORCID: 0009-0003-9840-9700
Observed ORCID: 0009-0003-9840-9700
OpenAlex ID: A5087403875
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
2025 · Tianshi Zheng, Zheye Deng, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 21
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MegTaiChi
2022 · Zhongzhe Hu, Junmin Xiao, et al. · International Conference on Supercomputing · 11
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Evaluating and Enhancing LLMs Agent Based on Theory of Mind in Guandan: A Multi-Player Cooperative Game Under Imperfect Information
2024 · Yauwai Yim, Chunkit Chan, et al. · IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) · 10
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GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
2024 · Wei Fan, Haoran Li, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 10
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Gold: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection
2023 · Zheye Deng, Weiqi Wang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 7
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Towards Open-Domain Named Entity Recognition via Neural Correction Models.
2019 · Mengdi Zhu, Zheye Deng, et al. · arXiv (Cornell University) · 6
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
2024 · Chunkit Chan, Cheng Jiayang, et al. · Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP) · 4
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Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
2024 · Chunkit Chan, Jiayang Cheng, et al. · Frontiers in artificial intelligence and applications · 2
Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
2024 · Zheye Deng, Chunkit Chan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2
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AlphaQuanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading
2026 · Zheye Deng, Weixiang Yan, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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Top Ten Challenges Towards Agentic Neural Graph Databases
2025 · Jiaxin Bai, Zihao Wang, et al. · Qeios · 1
Enhancing Transformers for Generalizable First-Order Logical Entailment
2025 · Tianshi Zheng, Jiazheng Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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Neural Correction Model for Open-Domain Named Entity Recognition
2019 · Zhu, Mengdi, Deng, Zheye, et al. · arXiv (Cornell University) · 1
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Beyond the Verdict: Agentic Code Judging with Verifiable Feedback
2026 · Deng, Zheye, Li, Sha, et al. · arXiv (Cornell University)
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From Scaling to Structured Expressivity: Rethinking Transformers for CTR Prediction
2026 · Bencheng Yan, Yuejie Lei, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
XToM: Exploring the Multilingual Theory of Mind for Large Language Models
2026 · Association for Computational Linguistics 2026, Ao, Yuzhuo, et al. · Underline Science Inc.
AlphaQuanter: An End-to-End Tool-Augmented Agentic Reinforcement Learning Framework for Stock Trading
2026 · Association for Computational Linguistics 2026, Deng, Zheye, et al. · Underline Science Inc.
Legal Rule Induction: Towards Generalizable Principle Discovery from Analogous Judicial Precedents
2026 · Wei Fan, Tianshi Zheng, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)
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XToM: Exploring the Multilingual Theory of Mind for Large Language Models
2026 · Chunkit Chan, Yauwai Yim, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting
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XToM: Exploring the Multilingual Theory of Mind for Large Language Models
2026 · Chan, Chunkit, Yim, Yauwai, et al. · Rare & Special e-Zone (The Hong Kong University of Science and Technology)
SessionIntentBench: A Multi-task Inter-session Intention-shift Modeling Benchmark for E-commerce Customer Behavior Understanding
2026 · Yuqi Yang, Weiqi Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)
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From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
2025 · Association for Computational Linguistics 2025, Bai, Jiaxin, et al. · Underline Science Inc.
Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework
2025 · Deng, Zheye, Chan, Chunkit, et al. · arXiv (Cornell University)
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Enhancing Transformers for Generalizable First-Order Logical Entailment
2025 · Zheng, Tianshi, Wang, Jiazheng, et al. · arXiv (Cornell University)
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Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
2024 · Chan, Chunkit, Jiayang, Cheng, et al. · arXiv (Cornell University)
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Works count: 31
Citation count: 77
H-index: 6
I10-index: 4
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