Publications | Wenyue Hua's Homepage

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

Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Shuhang Lin, Mingyu Jin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang (2024). Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.

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

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

Wenyue Hua, Jiang Guo, Mingwen Dong, Henghui Zhu, Patrick Ng, Zhiguo Wang (2023). Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks.

Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang, Libby Hemphill (2023). NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.

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

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

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

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

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

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

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

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

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

Wenzheng Zhang, Wenyue Hua, Karl Stratos (2021). EntQA: Entity linking as question answering.

Wenyue Hua, Adam Jardine, Huteng Dai (2020). Learning Underlying Representations and Input-Strictly-Local Functions.

Wenyue Hua, Adam Jardine (2020). Learning input strictly local functions from their composition.

Wenyue Hua (2019). Free choice disjunction of propositions in generic sentences.

Mingming Sun, Wenyue Hua, Zoey Liu, Xin Wang, Kangjie Zheng, Ping Li (2019). A Predicate-Function-Argument Annotation of Natural Language for Open-Domain Information eXpression.