CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. - Zhuoran Jin; Tianyi Men; Hongbang Yuan; Zhitao He 001; Dianbo Sui; Chenhao Wang 004; Zhipeng Xue; Yubo Chen 001; Jun Zhao 001 (ACL (demo), 2022)

LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation. - Zhitao He 001; Pengfei Cao; Yubo Chen 001; Kang Liu 001; Ruopeng Li; Mengshu Sun; Jun Zhao 001 (EMNLP (Findings), 2023)

Alignment Precedes Fusion: Open-Vocabulary Named Entity Recognition as Context-Type Semantic Matching. - Zhuoran Jin; Pengfei Cao; Zhitao He 001; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2023)

CogNet2: A Multi-Level Frame Organized Knowledge Base Integrating Linguistic, World and Commonsense Knowledge. - Chenhao Wang 004; Shaoru Guo; Zhitao He 001; Zhipeng Xue; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (ISWC (Posters/Demos/Industry), 2023)

Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning. - Zhitao He 001; Pengfei Cao; Zhuoran Jin; Yubo Chen 001; Kang Liu 001; Zhiqiang Zhang; Mengshu Sun; Jun Zhao 001 (LREC/COLING, 2024)

AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation. - Zhitao He 001; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Jiexin Xu; Huaijun Li; Kang Liu 001; Jun Zhao 001 (EMNLP (Findings), 2024)

RWKU: Benchmarking Real-World Knowledge Unlearning for Large Language Models. - Zhuoran Jin; Pengfei Cao; Chenhao Wang 004; Zhitao He 001; Hongbang Yuan; Jiachun Li; Yubo Chen 001; Kang Liu 001; Jun Zhao 001 (NeurIPS, 2024)

SimuCourt: Building Judicial Decision-Making Agents with Real-world Judgement Documents. - Zhitao He 001; Pengfei Cao; Chenhao Wang 004; Zhuoran Jin; Yubo Chen 001; Jiexin Xu; Huaijun Li; Xiaojian Jiang; Kang Liu 001; Jun Zhao 001 (CoRR, 2024)

MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration. - Zhitao He 001; Sandeep Polisetty; Zhiyuan Fan; Yuchen Huang; Shujin Wu; Yi R. Fung 001 (ACL (1), 2025)

Enhancing Language Multi-Agent Learning with Multi-Agent Credit Re-Assignment for Interactive Environment Generalization. - Zhitao He 001; Zijun Liu; Peng Li 030; May Fung; Ming Yan 008; Ji Zhang 011; Fei Huang 002; Yang Liu 005 (CoRR, 2025)

MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness. - Junsheng Huang; Zhitao He 001; Sandeep Polisetty; Qingyun Wang 005; May Fung (CoRR, 2025)

MedEBench: Revisiting Text-instructed Image Editing on Medical Domain. - Minghao Liu; Zhitao He 001; Zhiyuan Fan; Qingyun Wang 005; Yi R. Fung 001 (CoRR, 2025)

MATP-BENCH: Can MLLM Be a Good Automated Theorem Prover for Multimodal Problems? - Zhitao He 001; Zongwei Lyu; Dazhong Chen; Dadi Guo; Yi R. Fung 001 (CoRR, 2025)

Mathematical Proof as a Litmus Test: Revealing Failure Modes of Advanced Large Reasoning Models. - Dadi Guo; Jiayu Liu; Zhiyuan Fan; Zhitao He 001; Haoran Li; Yumeng Wang 010; Yi R. Fung 001 (CoRR, 2025)

CultureCLIP: Empowering CLIP with Cultural Awareness through Synthetic Images and Contextualized Captions. - Yuchen Huang; Zhiyuan Fan; Zhitao He 001; Sandeep Polisetty; Wenyan Li; Yi R. Fung 001 (CoRR, 2025)

Lean4Physics: Comprehensive Reasoning Framework for College-level Physics in Lean4. - Yuxin Li; Minghao Liu; Ruida Wang; Wenzhao Ji; Zhitao He 001; Rui Pan 002; Junming Huang; Tong Zhang 001; Yi R. Fung 001 (CoRR, 2025)

Reasoning Path Divergence: A New Metric and Curation Strategy to Unlock LLM Diverse Thinking. - Feng Ju; Zeyu Qin; Rui Min; Zhitao He 001; Lingpeng Kong; Yi R. Fung 001 (CoRR, 2025)

MARS-SQL: A multi-agent reinforcement learning framework for Text-to-SQL. - Haolin Yang; Jipeng Zhang; Zhitao He 001; Yi R. Fung 001 (CoRR, 2025)

SELF-REDRAFT: Eliciting Intrinsic Exploration-Exploitation Balance in Test-Time Scaling for Code Generation. - Yixiang Chen; Tianshi Zheng; Shijue Huang; Zhitao He 001; Yi R. Fung 001 (CoRR, 2025)