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Hao He

3 papers indexed

arxivcs.AI2026-07-16

InCarEmo: A Multimodal Dataset for In-Cabin Emotion Recognition and Driver State Monitoring

Hao Yang, Yanyan Zhao, Kewei Zhao, Hongbo Zhang, Tian Zheng, Yusheng Liu, et al.

Understanding driver emotion and state is critical for the next generation of intelligent in-cabin systems that ensure safety and enhance human-vehicle interaction. However, existing public datasets for in-cabin affective computing are largely limited to visual modalities and rar…

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arxivcs.AIcs.SI2026-07-16

Collaborative Spatial Learning with Multi-LLM Agents in Networked Social Experiments

Hao He, Chris J. Kuhlman, Xinwei Deng

Collective problem solving often requires that group members consider the tradeoff between exploitation of known solutions and exploration for new ones, where information of known solutions can be disseminated among individual members through communication networks. The Mason--Wa…

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arxivstat.MEcs.AI2026-07-07

An Experimental Design Approach to Evaluating Agentic AI's Autonomous Model Discovery

Hao He, Xueying Liu, Chris J. Kuhlman, Xinwei Deng

Large language model coding agents increasingly perform open-ended data modeling and analysis. These agents are stochastic and adaptive, and therefore their autonomous model discovery behavior cannot be adequately characterized by a single benchmark run. In this work, we propose…

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