1 citations · 1 across the 4 of their papers we have counts for
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EduVerse: A User-Defined Multi-Agent Simulation Space for Education Scenario
Yiping Ma, Shiyu Hu, Buyuan Zhu +4
Reproducing cognitive development, group interaction, and long-term evolution in virtual classrooms remains a core challenge for educational AI, as real classrooms integrate open-e…
EduPersona: Benchmarking Subjective Ability Boundaries of Virtual Student Agents
Buyuan Zhu, Shiyu Hu, Yiping Ma +2
As large language models are increasingly integrated into education, virtual student agents are becoming vital for classroom simulation and teacher training. Yet their classroom-or…
SOI is the Root of All Evil: Quantifying and Breaking Similar Object Interference in Single Object Tracking
Yipei Wang, Shiyu Hu, Shukun Jia +6
In this paper, we present the first systematic investigation and quantification of Similar Object Interference (SOI), a long-overlooked yet critical bottleneck in Single Object Tra…
When LLMs Learn to be Students: The SOEI Framework for Modeling and Evaluating Virtual Student Agents in Educational Interaction
Yiping Ma, Shiyu Hu, Xuchen Li +4
Recent advances in large language models (LLMs) have enabled intelligent tutoring systems, yet the development of LLM-based Virtual Student Agents (LVSAs) remains underexplored. Su…