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Tianshi Zheng

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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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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AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
2026 · Jiaxin Bai, Wei Fan, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 7
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Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
2024 · Jiaxin Bai, Yicheng Wang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 6
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KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
2025 · Tianshi Zheng, Weihan Li, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 3
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KnowComp Submission for WMT23 Sign Language Translation Task
2023 · Baixuan Xu, Haochen Shi, et al. · Conference on Machine Translation (WMT) · 3
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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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TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining
2023 · Qing Zong, Zhaowei Wang, et al. · Workshop on Argument Mining (ArgMining) · 2
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AutoGraph-R1: End-to-End Reinforcement Learning for Knowledge Graph Construction
2026 · Hong Ting Tsang, Jiaxin Bai, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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The Curse of CoT: On the Limitations of Chain-of-Thought in In-Context Learning
2025 · Zheng, Tianshi, Chen, Yixiang, et al. · arXiv (Cornell University) · 1
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Top Ten Challenges Towards Agentic Neural Graph Databases
2025 · Jiaxin Bai, Zihao Wang, et al. · Qeios · 1
Patterns Over Principles: The Fragility of Inductive Reasoning in LLMs under Noisy Observations
2025 · Chunyang Li, Weiqi Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
2025 · Qing Zong, Zhaowei Wang, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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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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LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
2025 · Tianshi Zheng, Cheng Jiayang, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 1
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CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
2024 · Zheng, Tianshi, Bai, Jiaxin, et al. · arXiv (Cornell University) · 1
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SCI-AGENT-EXAM: Benchmarking Agents on Scientific Research Tasks
2026 · Zhong, Tianyun, Wang, Wei, et al. · arXiv (Cornell University)
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AdaExploreBench: Benchmarking LLM Agents for Proactive Exploration and Test-time Adaptation in Evolving Environments
2026 · Wang, Rui, Lai, Zishen, et al. · arXiv (Cornell University)
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CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents
2026 · Xie, Zhongwei, Du, Yiming, et al. · arXiv (Cornell University)
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SkillHorizon: Constructing Long-Horizon Agent Tasks through Skill Composition
2026 · Liu, Yuxuan, Su, Zhaochen, et al. · arXiv (Cornell University)
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When Should an In-Context Learner Expand Its Hypothesis Space?
2026 · Li, Weihan, Chen, Xinlei, et al. · arXiv (Cornell University)
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Erased, Rerouted, or Rescaled? Post-Training and the Causal Quotient of a Language Model's Belief State
2026 · Li, Weihan, Zheng, Tianshi, et al. · arXiv (Cornell University)
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ULTRADISCOVERY: Abductive Exploration in an Interconnected, Epistemically Open Universe
2026 · Li, Weihan, Zheng, Tianshi, et al. · arXiv (Cornell University)
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Same Outcome, Different Readout: What Does a Steerable Valence Direction in LLMs Represent?
2026 · Li, Weihan, Chen, Xinlei, et al. · arXiv (Cornell University)
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AgentIdeaBench: Benchmarking Scientific Ideation in the Agent Era
2026 · Mo, Yunxiang, Zheng, Tianshi, et al. · arXiv (Cornell University)
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Works count: 67
Citation count: 68
H-index: 5
I10-index: 2
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