A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression. - Mingming Sun 001; Wenyue Hua; Zoey Liu; Xin Wang 017; Kangjie Zheng; Ping Li 001 (EMNLP (1), 2020)

Learning Input Strictly Local Functions From Their Composition. - Wenyue Hua; Adam Jardine (ICGI, 2021)

System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning. - Wenyue Hua; Yongfeng Zhang (EMNLP (Findings), 2022)

EntQA: Entity Linking as Question Answering. - Wenzheng Zhang 003; Wenyue Hua; Karl Stratos (ICLR, 2022)

Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing. - Wenyue Hua; Lifeng Jin; Linfeng Song; Haitao Mi; Yongfeng Zhang; Dong Yu 001 (CoRR, 2022)

LegalRelectra: Mixed-domain Language Modeling for Long-range Legal Text Comprehension. - Wenyue Hua; Yuchen Zhang; Zhe Chen; Josie Li; Melanie Weber 001 (CoRR, 2022)

OpenAGI: When LLM Meets Domain Experts. - Yingqiang Ge; Wenyue Hua; Kai Mei; Jianchao Ji; Juntao Tan; Shuyuan Xu; Zelong Li; Yongfeng Zhang (NeurIPS, 2023)

Tutorial on Large Language Models for Recommendation. - Wenyue Hua; Lei Li 042; Shuyuan Xu; Li Chen 009; Yongfeng Zhang (RecSys, 2023)

How to Index Item IDs for Recommendation Foundation Models. - Wenyue Hua; Shuyuan Xu; Yingqiang Ge; Yongfeng Zhang (SIGIR-AP, 2023)

UP5: Unbiased Foundation Model for Fairness-aware Recommendation. - Wenyue Hua; Yingqiang Ge; Shuyuan Xu; Jianchao Ji; Yongfeng Zhang (CoRR, 2023)

OpenP5: Benchmarking Foundation Models for Recommendation. - Shuyuan Xu; Wenyue Hua; Yongfeng Zhang (CoRR, 2023)

War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars. - Wenyue Hua; Lizhou Fan; Lingyao Li; Kai Mei; Jianchao Ji; Yingqiang Ge; Libby Hemphill; Yongfeng Zhang (CoRR, 2023)

LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem. - Yingqiang Ge; Yujie Ren; Wenyue Hua; Shuyuan Xu; Juntao Tan; Yongfeng Zhang (CoRR, 2023)

Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. - Wenyue Hua; Lifeng Jin; Linfeng Song; Haitao Mi; Yongfeng Zhang; Dong Yu 001 (Trans. Assoc. Comput. Linguistics, 2023)

NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes. - Lizhou Fan; Wenyue Hua; Lingyao Li; Haoyang Ling; Yongfeng Zhang (ACL (1), 2024)

Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. - Wenyue Hua; Jiang Guo; Mingwen Dong; Henghui Zhu; Patrick Ng; Zhiguo Wang (ACL (Findings), 2024)

The Impact of Reasoning Step Length on Large Language Models. - Mingyu Jin; Qinkai Yu; Dong Shu; Haiyan Zhao 003; Wenyue Hua; Yanda Meng; Yongfeng Zhang; Mengnan Du (ACL (Findings), 2024)

UP5: Unbiased Foundation Model for Fairness-aware Recommendation. - Wenyue Hua; Yingqiang Ge; Shuyuan Xu; Jianchao Ji; Zelong Li; Yongfeng Zhang (EACL (1), 2024)

GenRec: Large Language Model for Generative Recommendation. - Jianchao Ji; Zelong Li; Shuyuan Xu; Wenyue Hua; Yingqiang Ge; Juntao Tan; Yongfeng Zhang (ECIR (3), 2024)

MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate. - Alfonso Amayuelas; Xianjun Yang; Antonis Antoniades; Wenyue Hua; Liangming Pan; William Yang Wang (EMNLP (Findings), 2024)

TrustAgent: Towards Safe and Trustworthy LLM-based Agents. - Wenyue Hua; Xianjun Yang; Mingyu Jin; Zelong Li; Wei Cheng 002; Ruixiang Tang; Yongfeng Zhang (EMNLP (Findings), 2024)

IDGenRec: LLM-RecSys Alignment with Textual ID Learning. - Juntao Tan; Shuyuan Xu; Wenyue Hua; Yingqiang Ge; Zelong Li; Yongfeng Zhang (SIGIR, 2024)

OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems. - Shuyuan Xu; Wenyue Hua; Yongfeng Zhang (SIGIR, 2024)

PAP-REC: Personalized Automatic Prompt for Recommendation Language Model. - Zelong Li; Jianchao Ji; Yingqiang Ge; Wenyue Hua; Yongfeng Zhang (CoRR, 2024)

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System. - Mingyu Jin; Qinkai Yu; Dong Shu; Chong Zhang 006; Lizhou Fan; Wenyue Hua; Suiyuan Zhu; Yanda Meng; Zhenting Wang; Mengnan Du; Yongfeng Zhang; Yanda Meng (CoRR, 2024)

Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents. - Zelong Li; Wenyue Hua; Hao Wang; He Zhu; Yongfeng Zhang (CoRR, 2024)

TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution. - Wenyue Hua; Xianjun Yang; Zelong Li; Wei Cheng 002; Yongfeng Zhang (CoRR, 2024)

EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models. - Guo Lin; Wenyue Hua; Yongfeng Zhang (CoRR, 2024)

What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents. - Mingyu Jin; Beichen Wang; Zhaoqian Xue; Suiyuan Zhu; Wenyue Hua; Hua Tang; Kai Mei; Mengnan Du; Yongfeng Zhang (CoRR, 2024)

NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models. - Lizhou Fan; Wenyue Hua; Xiang Li; Kaijie Zhu; Mingyu Jin; Lingyao Li; Haoyang Ling; Jinkui Chi; Jindong Wang 001; Xin Ma; Yongfeng Zhang (CoRR, 2024)

Large Language Models in Biomedical and Health Informatics: A Bibliometric Review. - Huizi Yu; Lizhou Fan; Lingyao Li; Jiayan Zhou; Zihui Ma; Lu Xian; Wenyue Hua; Sijia He; Mingyu Jin; Yongfeng Zhang; Ashvin Gandhi; Xin Ma (CoRR, 2024)

Towards LLM-RecSys Alignment with Textual ID Learning. - Juntao Tan; Shuyuan Xu; Wenyue Hua; Yingqiang Ge; Zelong Li; Yongfeng Zhang (CoRR, 2024)

Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? - Mingyu Jin; Qinkai Yu; Jingyuan Huang; Qingcheng Zeng; Zhenting Wang; Wenyue Hua; Haiyan Zhao 003; Kai Mei; Yanda Meng; Kaize Ding; Fan Yang 023; Mengnan Du; et al. (CoRR, 2024)

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis. - Shuhang Lin; Wenyue Hua; Lingyao Li; Che-Jui Chang; Lizhou Fan; Jianchao Ji; Hang Hua; Mingyu Jin; Jiebo Luo 001; Yongfeng Zhang (CoRR, 2024)

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs). - Lingyao Li; Jiayan Zhou; Zhenxiang Gao; Wenyue Hua; Lizhou Fan; Huizi Yu; Loni Hagen; Yongfeng Zhang; Themistocles L. Assimes; Libby Hemphill; Siyuan Ma (CoRR, 2024)

Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models. - Qingcheng Zeng; Mingyu Jin; Qinkai Yu; Zhenting Wang; Wenyue Hua; Zihao Zhou; Guangyan Sun; Yanda Meng; Shiqing Ma; Qifan Wang 001; Felix Juefei-Xu; Kaize Ding; et al. (CoRR, 2024)

AutoFlow: Automated Workflow Generation for Large Language Model Agents. - Zelong Li; Shuyuan Xu; Kai Mei; Wenyue Hua; Balaji Rama; Om Raheja; Hao Wang; He Zhu; Yongfeng Zhang (CoRR, 2024)

When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments. - Chong Zhang 006; Xinyi Liu; Mingyu Jin; Zhongmou Zhang; Lingyao Li; Zhenting Wang; Wenyue Hua; Dong Shu; Suiyuan Zhu; Xiaobo Jin; Sujian Li; Mengnan Du; et al. (CoRR, 2024)

AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow. - Huizi Yu; Jiayan Zhou; Lingyao Li; Shan Chen 004; Jack Gallifant; Anye Shi; Xiang Li; Wenyue Hua; Mingyu Jin; Guang Chen; Yang Zhou; Zhao Li; et al. (CoRR, 2024)

Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface. - Wenyue Hua; Mengting Wan; Shashank Vadrevu; Ryan Nadel; Yongfeng Zhang; Chi Wang (CoRR, 2024)

Game-theoretic LLM: Agent Workflow for Negotiation Games. - Wenyue Hua; Ollie Liu; Lingyao Li; Alfonso Amayuelas; Julie Chen; Lucas Jiang; Mingyu Jin; Lizhou Fan; Fei Sun; William Wang 001; Xintong Wang; Yongfeng Zhang (CoRR, 2024)

Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis. - Huizi Yu; Lizhou Fan; Lingyao Li; Jiayan Zhou; Zihui Ma; Lu Xian; Wenyue Hua; Sijia He; Mingyu Jin; Yongfeng Zhang; Ashvin Gandhi; Xin Ma (J. Heal. Informatics Res., 2024)

Towards a Design Guideline for RPA Evaluation: A Survey of Large Language Model-Based Role-Playing Agents. - Chaoran Chen; Bingsheng Yao; Ruishi Zou; Wenyue Hua; Weimin Lyu; Toby Jia-Jun Li; Dakuo Wang (ACL (Findings), 2025)

REALM: A Dataset of Real-World LLM Use Cases. - Jingwen Cheng; Kshitish Ghate; Wenyue Hua; William Yang Wang; Hong Shen 004; Fei Fang 001 (ACL (Findings), 2025)

InductionBench: LLMs Fail in the Simplest Complexity Class. - Wenyue Hua; Tyler Wong; Fei Sun; Liangming Pan; Adam Jardine; William Yang Wang (ACL (1), 2025)

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities. - Wenyue Hua; Kaijie Zhu; Lingyao Li; Lizhou Fan; Mingyu Jin; Shuhang Lin; Haochen Xue; Zelong Li; Jindong Wang 001; Yongfeng Zhang (ACL (Findings), 2025)

Disentangling Memory and Reasoning Ability in Large Language Models. - Mingyu Jin; Weidi Luo; Sitao Cheng; Xinyi Wang 003; Wenyue Hua; Ruixiang Tang; William Yang Wang; Yongfeng Zhang (ACL (1), 2025)

ADO: Automatic Data Optimization for Inputs in LLM Prompts. - Sam Lin; Wenyue Hua; Lingyao Li; Zhenting Wang; Yongfeng Zhang (ACL (Findings), 2025)

RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios. - Ruiwen Zhou; Wenyue Hua; Liangming Pan; Sitao Cheng; Xiaobao Wu; En Yu; William Yang Wang (ACL (1), 2025)

Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? - Mingyu Jin; Qinkai Yu; Jingyuan Huang; Qingcheng Zeng; Zhenting Wang; Wenyue Hua; Haiyan Zhao 003; Kai Mei; Yanda Meng; Kaize Ding; Fan Yang 023; Mengnan Du; et al. (COLING, 2025)

Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface. - Wenyue Hua; Mengting Wan; Jagannath Shashank Subramanya Sai Vadrevu; Ryan Nadel; Yongfeng Zhang; Chi Wang (ICLR, 2025)

From Commands to Prompts: LLM-based Semantic File System for AIOS. - Zeru Shi; Kai Mei; Mingyu Jin; Yongye Su; Chaoji Zuo; Wenyue Hua; Wujiang Xu; Yujie Ren; Zirui Liu 001; Mengnan Du; Dong Deng 001; Yongfeng Zhang (ICLR, 2025)

EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs. - Sam Lin; Wenyue Hua; Zhenting Wang; Mingyu Jin; Lizhou Fan; Yongfeng Zhang (NAACL (Long Papers), 2025)

Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense. - Yang Ouyang; Hengrui Gu 002; Shuhang Lin; Wenyue Hua; Jie Peng 002; Bhavya Kailkhura; Meijun Gao; Tianlong Chen 001; Kaixiong Zhou (NAACL (Long Papers), 2025)

Layer-Level Self-Exposure and Patch: Affirmative Token Mitigation for Jailbreak Attack Defense. - Yang Ouyang; Hengrui Gu 002; Shuhang Lin; Wenyue Hua; Jie Peng 002; Bhavya Kailkhura; Tianlong Chen 001; Kaixiong Zhou (CoRR, 2025)

Toward Equitable Access: Leveraging Crowdsourced Reviews to Investigate Public Perceptions of Health Resource Accessibility. - Zhaoqian Xue; Guanhong Liu; Kai Wei; Chong Zhang 006; Qingcheng Zeng; Songhua Hu; Wenyue Hua; Lizhou Fan; Yongfeng Zhang; Lingyao Li (CoRR, 2025)

Understanding Dynamic Diffusion Process of LLM-based Agents under Information Asymmetry. - Yiwen Zhang; Yifu Wu; Wenyue Hua; Xuming Hu (CoRR, 2025)

InductionBench: LLMs Fail in the Simplest Complexity Class. - Wenyue Hua; Tyler Wong; Sun Fei; Liangming Pan; Adam Jardine; William Yang Wang (CoRR, 2025)

AgentOrca: A Dual-System Framework to Evaluate Language Agents on Operational Routine and Constraint Adherence. - Zekun Li 008; Shinda Huang; Jiangtian Wang; Nathan Zhang; Antonis Antoniades; Wenyue Hua; Kaijie Zhu; Sirui Zeng; William Yang Wang; Xifeng Yan (CoRR, 2025)

THOUGHTTERMINATOR: Benchmarking, Calibrating, and Mitigating Overthinking in Reasoning Models. - Xiao Pu 010; Michael Saxon; Wenyue Hua; William Yang Wang (CoRR, 2025)

A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation. - Zihui Ma; Lingyao Li; Juan Li; Wenyue Hua; Jingxiao Liu; Qingyuan Feng; Yuki Miura (CoRR, 2025)

Semantic Scheduling for LLM Inference. - Wenyue Hua; Dujian Ding; Yile Gu; Yujie Ren; Kai Mei; Minghua Ma; William Yang Wang (CoRR, 2025)

MAGPIE: A dataset for Multi-AGent contextual PrIvacy Evaluation. - Gurusha Juneja; Alon Albalak; Wenyue Hua; William Yang Wang (CoRR, 2025)

MoralBench: Moral Evaluation of LLMs. - Jianchao Ji; Yutong Chen; Mingyu Jin; Wujiang Xu; Wenyue Hua; Yongfeng Zhang (SIGKDD Explor., 2025)

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence. - Huan-ang Gao; Jiayi Geng; Wenyue Hua; Mengkang Hu; Xinzhe Juan; Hongzhang Liu; Shilong Liu; Jiahao Qiu; Xuan Qi; Yiran Wu; Hongru Wang 003; Han Xiao; et al. (CoRR, 2025)