Huaiyuan Yao

According to our database, Huaiyuan Yao authored at least 10 papers between 2025 and 2026.

Collaborative distances:

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

2026

LangMARL: Natural Language Multi-Agent Reinforcement Learning.

Huaiyuan Yao, Longchao Da, Xiaoou Liu, Charles Fleming, Tianlong Chen, Hua Wei

CoRR, April, 2026

RULERS: Locked Rubrics and Evidence-Anchored Scoring for Robust LLM Evaluation.

Yihan Hong, Huaiyuan Yao, Bolin Shen, Wanpeng Xu, Hua Wei, Yushun Dong

CoRR, January, 2026

Instructional Agents: Reducing Teaching Faculty Workload through Multi-Agent Instructional Design.

Huaiyuan Yao, Wanpeng Xu, Justin Turnau, Nadia Kellam, Hua Wei

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

Every Response Counts: Quantifying Uncertainty of LLM-based Multi-Agent Systems through Tensor Decomposition.

Tiejin Chen, Huaiyuan Yao, Jia Chen, Evangelos E. Papalexakis, Hua Wei

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Instructional Agents: LLM Agents on Automated Course Material Generation for Teaching Faculties.

Huaiyuan Yao, Wanpeng Xu, Justin Turnau, Nadia Kellam, Hua Wei

CoRR, August, 2025

Autonomous Multi-Modal LLM Agents for Treatment Planning in Focused Ultrasound Ablation Surgery.

Lina Zhao, Jiaxing Bai, Zihao Bian, Qingyue Chen, Yafang Li, Guangbo Li, Min He, Huaiyuan Yao, Zongjiu Zhang

CoRR, May, 2025

LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios.

Huaiyuan Yao, Pengfei Li, Bu Jin, Yupeng Zheng, An Liu, Lisen Mu, Qing Su, Qian Zhang, Yilun Chen, Peng Li

CoRR, May, 2025

Generative AI in Transportation Planning: A Survey.

Longchao Da, Tiejin Chen, Zhuoheng Li, Shreyas Bachiraju, Huaiyuan Yao, Li Li, Yushun Dong, Xiyang Hu, Zhengzhong Tu, Dongjie Wang, Yue Zhao, Xuanyu Zhou, Ram Pendyala, Benjamin Stabler, Yezhou Yang, Xuesong Zhou, Hua Wei

CoRR, March, 2025

CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic.

Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei

Proceedings of the 2025 SIAM International Conference on Data Mining, 2025

How Effective is In-Context Learning with Large Language Models for Rare Cell Identification in Single-Cell Expression Data?

Huaiyuan Yao, Zhenxiao Cao, Zhongman Wang, Xiewei Ni, Jinyan Dong, Hongyi Cai, Yuqiang Han, Xiao Luo

Proceedings of the IEEE International Conference on Data Mining, 2025