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2020 – today
- 2025
[c17]Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang:
Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers? COLING 2025: 558-573- 2024
- [j2]Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma:
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis. J. Heal. Informatics Res. 8(4): 658-711 (2024) - [c16]Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du:
The Impact of Reasoning Step Length on Large Language Models. ACL (Findings) 2024: 1830-1842 - [c15]Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang:
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes. ACL (1) 2024: 4092-4114 - [c14]Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang:
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. ACL (Findings) 2024: 12503-12525 - [c13]Wenyue Hua, Yingqiang Ge, Shuyuan Xu, Jianchao Ji, Zelong Li, Yongfeng Zhang:
UP5: Unbiased Foundation Model for Fairness-aware Recommendation. EACL (1) 2024: 1899-1912 - [c12]Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang:
GenRec: Large Language Model for Generative Recommendation. ECIR (3) 2024: 494-502 - [c11]Alfonso Amayuelas, Xianjun Yang, Antonis Antoniades, Wenyue Hua, Liangming Pan, William Yang Wang:
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate. EMNLP (Findings) 2024: 6929-6948 - [c10]Wenyue Hua, Xianjun Yang, Mingyu Jin, Zelong Li, Wei Cheng, Ruixiang Tang, Yongfeng Zhang:
TrustAgent: Towards Safe and Trustworthy LLM-based Agents. EMNLP (Findings) 2024: 10000-10016 - [c9]Juntao Tan
, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang:
IDGenRec: LLM-RecSys Alignment with Textual ID Learning. SIGIR 2024: 355-364 - [c8]Shuyuan Xu, Wenyue Hua, Yongfeng Zhang:
OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems. SIGIR 2024: 386-394 - [i37]Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du:
The Impact of Reasoning Step Length on Large Language Models. CoRR abs/2401.04925 (2024) - [i36]Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang:
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks. CoRR abs/2401.17585 (2024) - [i35]Zelong Li, Jianchao Ji, Yingqiang Ge, Wenyue Hua, Yongfeng Zhang:
PAP-REC: Personalized Automatic Prompt for Recommendation Language Model. CoRR abs/2402.00284 (2024) - [i34]Mingyu Jin, Qinkai Yu, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang, Yanda Meng:
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System. CoRR abs/2402.00746 (2024) - [i33]Zelong Li, Wenyue Hua, Hao Wang, He Zhu, Yongfeng Zhang:
Formal-LLM: Integrating Formal Language and Natural Language for Controllable LLM-based Agents. CoRR abs/2402.00798 (2024) - [i32]Wenyue Hua, Xianjun Yang, Zelong Li, Wei Cheng, Yongfeng Zhang:
TrustAgent: Towards Safe and Trustworthy LLM-based Agents through Agent Constitution. CoRR abs/2402.01586 (2024) - [i31]Guo Lin, Wenyue Hua, Yongfeng Zhang:
EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models. CoRR abs/2402.05868 (2024) - [i30]Mingyu Jin, Beichen Wang, Zhaoqian Xue, Suiyuan Zhu, Wenyue Hua, Hua Tang, Kai Mei, Mengnan Du, Yongfeng Zhang:
What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents. CoRR abs/2402.13184 (2024) - [i29]Lizhou Fan, Wenyue Hua, Xiang Li, Kaijie Zhu, Mingyu Jin, Lingyao Li, Haoyang Ling, Jinkui Chi, Jindong Wang, Xin Ma, Yongfeng Zhang:
NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models. CoRR abs/2403.01777 (2024) - [i28]Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma:
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review. CoRR abs/2403.16303 (2024) - [i27]Juntao Tan, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Zelong Li, Yongfeng Zhang:
Towards LLM-RecSys Alignment with Textual ID Learning. CoRR abs/2403.19021 (2024) - [i26]Mingyu Jin, Qinkai Yu, Jingyuan Huang, Qingcheng Zeng, Zhenting Wang, Wenyue Hua, Haiyan Zhao, Kai Mei, Yanda Meng, Kaize Ding, Fan Yang, Mengnan Du, Yongfeng Zhang:
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? CoRR abs/2404.07066 (2024) - [i25]Shuhang Lin, Wenyue Hua, Lingyao Li, Che-Jui Chang, Lizhou Fan, Jianchao Ji, Hang Hua, Mingyu Jin, Jiebo Luo, Yongdong Zhang:
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis. CoRR abs/2404.15532 (2024) - [i24]Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma:
A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs). CoRR abs/2405.03066 (2024) - [i23]Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Shuhang Lin, Mingyu Jin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang:
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities. CoRR abs/2406.02787 (2024) - [i22]Jianchao Ji, Yutong Chen, Mingyu Jin, Wujiang Xu, Wenyue Hua, Yongfeng Zhang:
MoralBench: Moral Evaluation of LLMs. CoRR abs/2406.04428 (2024) - [i21]Alfonso Amayuelas, Xianjun Yang, Antonis Antoniades, Wenyue Hua, Liangming Pan, William Wang:
MultiAgent Collaboration Attack: Investigating Adversarial Attacks in Large Language Model Collaborations via Debate. CoRR abs/2406.14711 (2024) - [i20]Qingcheng Zeng, Mingyu Jin, Qinkai Yu, Zhenting Wang, Wenyue Hua, Zihao Zhou, Guangyan Sun, Yanda Meng, Shiqing Ma, Qifan Wang, Felix Juefei-Xu, Kaize Ding, Fan Yang, Ruixiang Tang, Yongfeng Zhang:
Uncertainty is Fragile: Manipulating Uncertainty in Large Language Models. CoRR abs/2407.11282 (2024) - [i19]Zelong Li, Shuyuan Xu, Kai Mei, Wenyue Hua, Balaji Rama, Om Raheja, Hao Wang, He Zhu, Yongfeng Zhang:
AutoFlow: Automated Workflow Generation for Large Language Model Agents. CoRR abs/2407.12821 (2024) - [i18]Chong Zhang, Xinyi Liu, Mingyu Jin, Zhongmou Zhang, Lingyao Li, Zhenting Wang, Wenyue Hua, Dong Shu, Suiyuan Zhu, Xiaobo Jin, Sujian Li, Mengnan Du, Yongfeng Zhang:
When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments. CoRR abs/2407.18957 (2024) - [i17]Huizi Yu, Jiayan Zhou, Lingyao Li, Shan Chen, Jack Gallifant, Anye Shi, Xiang Li, Wenyue Hua, Mingyu Jin, Guang Chen, Yang Zhou, Zhao Li, Trisha Gupte, Ming-Li Chen, Zahra Azizi, Yongfeng Zhang, Themistocles L. Assimes, Xin Ma, Danielle S. Bitterman, Lin Lu, Lizhou Fan:
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow. CoRR abs/2409.18924 (2024) - [i16]Wenyue Hua, Mengting Wan, Shashank Vadrevu, Ryan Nadel, Yongfeng Zhang, Chi Wang:
Interactive Speculative Planning: Enhance Agent Efficiency through Co-design of System and User Interface. CoRR abs/2410.00079 (2024) - [i15]Zeru Shi, Kai Mei, Mingyu Jin, Yongye Su, Chaoji Zuo, Wenyue Hua, Wujiang Xu, Yujie Ren, Zirui Liu, Mengnan Du, Dong Deng, Yongfeng Zhang:
From Commands to Prompts: LLM-based Semantic File System for AIOS. CoRR abs/2410.11843 (2024) - [i14]Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang:
Game-theoretic LLM: Agent Workflow for Negotiation Games. CoRR abs/2411.05990 (2024) - [i13]Mingyu Jin, Weidi Luo, Sitao Cheng, Xinyi Wang, Wenyue Hua, Ruixiang Tang, William Yang Wang, Yongdong Zhang:
Disentangling Memory and Reasoning Ability in Large Language Models. CoRR abs/2411.13504 (2024) - [i12]Ruiwen Zhou, Wenyue Hua, Liangming Pan, Sitao Cheng, Xiaobao Wu, En Yu, William Yang Wang:
RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios. CoRR abs/2412.08972 (2024) - 2023
- [j1]Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explain, Improve: An Automatic Slice Detection Benchmark for Natural Language Processing. Trans. Assoc. Comput. Linguistics 11: 1537-1552 (2023) - [c7]Yingqiang Ge, Wenyue Hua, Kai Mei, Jianchao Ji, Juntao Tan, Shuyuan Xu, Zelong Li, Yongfeng Zhang:
OpenAGI: When LLM Meets Domain Experts. NeurIPS 2023 - [c6]Wenyue Hua, Lei Li, Shuyuan Xu, Li Chen, Yongfeng Zhang:
Tutorial on Large Language Models for Recommendation. RecSys 2023: 1281-1283 - [c5]Wenyue Hua, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang:
How to Index Item IDs for Recommendation Foundation Models. SIGIR-AP 2023: 195-204 - [i11]Yingqiang Ge, Wenyue Hua, Jianchao Ji, Juntao Tan, Shuyuan Xu, Yongfeng Zhang:
OpenAGI: When LLM Meets Domain Experts. CoRR abs/2304.04370 (2023) - [i10]Wenyue Hua, Shuyuan Xu, Yingqiang Ge, Yongfeng Zhang:
How to Index Item IDs for Recommendation Foundation Models. CoRR abs/2305.06569 (2023) - [i9]Wenyue Hua, Yingqiang Ge, Shuyuan Xu, Jianchao Ji, Yongfeng Zhang:
UP5: Unbiased Foundation Model for Fairness-aware Recommendation. CoRR abs/2305.12090 (2023) - [i8]Shuyuan Xu, Wenyue Hua, Yongfeng Zhang:
OpenP5: Benchmarking Foundation Models for Recommendation. CoRR abs/2306.11134 (2023) - [i7]Jianchao Ji, Zelong Li, Shuyuan Xu, Wenyue Hua, Yingqiang Ge, Juntao Tan, Yongfeng Zhang:
GenRec: Large Language Model for Generative Recommendation. CoRR abs/2307.00457 (2023) - [i6]Wenyue Hua, Lizhou Fan, Lingyao Li, Kai Mei, Jianchao Ji, Yingqiang Ge, Libby Hemphill, Yongfeng Zhang:
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars. CoRR abs/2311.17227 (2023) - [i5]Yingqiang Ge, Yujie Ren, Wenyue Hua, Shuyuan Xu, Juntao Tan, Yongfeng Zhang:
LLM as OS, Agents as Apps: Envisioning AIOS, Agents and the AIOS-Agent Ecosystem. CoRR abs/2312.03815 (2023) - [i4]Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang:
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes. CoRR abs/2312.14890 (2023) - 2022
- [c4]Wenyue Hua, Yongfeng Zhang:
System 1 + System 2 = Better World: Neural-Symbolic Chain of Logic Reasoning. EMNLP (Findings) 2022: 601-612 - [c3]Wenzheng Zhang, Wenyue Hua, Karl Stratos:
EntQA: Entity Linking as Question Answering. ICLR 2022 - [i3]Wenyue Hua, Lifeng Jin, Linfeng Song, Haitao Mi, Yongfeng Zhang, Dong Yu:
Discover, Explanation, Improvement: Automatic Slice Detection Framework for Natural Language Processing. CoRR abs/2211.04476 (2022) - [i2]Wenyue Hua, Yuchen Zhang, Zhe Chen, Josie Li, Melanie Weber:
LegalRelectra: Mixed-domain Language Modeling for Long-range Legal Text Comprehension. CoRR abs/2212.08204 (2022) - 2021
- [c2]Wenyue Hua, Adam Jardine:
Learning Input Strictly Local Functions From Their Composition. ICGI 2021: 47-65 - [i1]Wenzheng Zhang, Wenyue Hua, Karl Stratos:
EntQA: Entity Linking as Question Answering. CoRR abs/2110.02369 (2021) - 2020
- [c1]Mingming Sun, Wenyue Hua, Zoey Liu, Xin Wang, Kangjie Zheng, Ping Li:
A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression. EMNLP (1) 2020: 2140-2150
Coauthor Index
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