Weihua Du

According to our database, Weihua Du authored at least 22 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Reinforcing Human Behavior Simulation via Verbal Feedback.

Weiwei Sun, Xuhui Zhou, Jiarui Liu, Weihua Du, Haojia Sun, Yiqing Xie, Qianou Ma, Sihao Chen, Mengting Wan, Longqi Yang, Pei Zhou, Sherry Wu, Sean Welleck, Graham Neubig, Yiming Yang, Maarten Sap

CoRR, May, 2026

Why Search When You Can Transfer? Amortized Agentic Workflow Design from Structural Priors.

Shiyi Du, Jiayuan Liu, Weihua Du, Yue Huang, Jiayi Li, Yingtao Luo, Xiangliang Zhang, Vincent Conitzer, Carl Kingsford

CoRR, April, 2026

The Consensus Trap: Rescuing Multi-Agent LLMs from Adversarial Majorities via Token-Level Collaboration.

Jiayuan Liu, Shiyi Du, Weihua Du, Mingyu Guo, Vincent Conitzer

CoRR, April, 2026

AdaExplore: Failure-Driven Adaptation and Diversity-Preserving Search for Efficient Kernel Generation.

Weihua Du, Jingming Zhuo, Yixin Dong, Andre Wang He, Weiwei Sun, Zeyu Zheng, Manupa Karunaratne, Ivan Fox, Tim Dettmers, Tianqi Chen, Yiming Yang, Sean Welleck

CoRR, April, 2026

Mind the Sim2Real Gap in User Simulation for Agentic Tasks.

Xuhui Zhou, Weiwei Sun, Qianou Ma, Yiqing Xie, Jiarui Liu, Weihua Du, Sean Welleck, Yiming Yang, Graham Neubig, Sherry Tongshuang Wu, Maarten Sap

CoRR, March, 2026

GradAlign: Gradient-Aligned Data Selection for LLM Reinforcement Learning.

Ningyuan Yang, Weihua Du, Weiwei Sun, Sean Welleck, Yiming Yang

CoRR, February, 2026

2025

Training Proactive and Personalized LLM Agents.

Weiwei Sun, Xuhui Zhou, Weihua Du, Xingyao Wang, Sean Welleck, Graham Neubig, Maarten Sap, Yiming Yang

CoRR, November, 2025

Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management.

Miao Lu, Weiwei Sun, Weihua Du, Zhan Ling, Xuesong Yao, Kang Liu, Jiecao Chen

CoRR, October, 2025

Generalizable End-to-End Tool-Use RL with Synthetic CodeGym.

Weihua Du, Hailei Gong, Zhan Ling, Kang Liu, Lingfeng Shen, Xuesong Yao, Yufei Xu, Dingyuan Shi, Yiming Yang, Jiecao Chen

CoRR, September, 2025

Optimizing Temperature for Language Models with Multi-Sample Inference.

Weihua Du, Yiming Yang, Sean Welleck

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Agentic-R1: Distilled Dual-Strategy Reasoning.

Weihua Du, Pranjal Aggarwal, Sean Welleck, Yiming Yang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge.

Weihua Du, Qiushi Lyu, Jiaming Shan, Zhenting Qi, Hongxin Zhang, Sunli Chen, Andi Peng, Tianmin Shu, Kwonjoon Lee, Behzad Dariush, Chuang Gan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments.

Qinhong Zhou, Sunli Chen, Yisong Wang, Haozhe Xu, Weihua Du, Hongxin Zhang, Yilun Du, Joshua B. Tenenbaum, Chuang Gan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Building Cooperative Embodied Agents Modularly with Large Language Models.

Hongxin Zhang, Weihua Du, Jiaming Shan, Qinhong Zhou, Yilun Du, Joshua B. Tenenbaum, Tianmin Shu, Chuang Gan

Proceedings of the Twelfth International Conference on Learning Representations, 2024

T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step.

Zehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen, Feng Zhao

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Improving Span-Based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge.

Lingcong Feng, Biqing Zeng, Lewei He, Mayi Xu, Huimin Deng, Pengfei Chen, Zipeng Huang, Weihua Du

Neural Process. Lett., October, 2023

T-Eval: Evaluating the Tool Utilization Capability Step by Step.

Zehui Chen, Weihua Du, Wenwei Zhang, Kuikun Liu, Jiangning Liu, Miao Zheng, Jingming Zhuo, Songyang Zhang, Dahua Lin, Kai Chen, Feng Zhao

CoRR, 2023

Iteratively Learn Diverse Strategies with State Distance Information.

Wei Fu, Weihua Du, Jingwei Li, Sunli Chen, Jingzhao Zhang, Yi Wu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Automatic Truss Design with Reinforcement Learning.

Weihua Du, Jinglun Zhao, Chao Yu, Xingcheng Yao, Zimeng Song, Siyang Wu, Ruifeng Luo, Zhiyuan Liu, Xianzhong Zhao, Yi Wu

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2020

Mobile Phone Usage Habits of Chinese Graduate Students and the Training of MTI Interpreters.

Weihua Du

Proceedings of the Human Interaction, Emerging Technologies and Future Applications III, 2020

Distance Education and MOOCs for Language Learning in China.

Weihua Du, Shili Ge

Proceedings of the Learning Technologies and Systems, 2020

2018

Website and Literature Teaching: Teaching Experiment of Literary Texts at the Beginning of German Studies in China.

Weihua Du

Proceedings of the Emerging Technologies for Education - Third International Symposium, 2018