Binyu Yan — accepted AI-conference papers

2025

BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks

Weihong Du, Wenrui Liao, Binyu Yan, Hongru Liang, Anthony G Cohn, Wenqiang Lei

ACL 2025finding

Large language model (LLM) based agents have shown great potential in following human instructions and automatically completing various tasks. To complete a task, the agent needs to decompose it into easily executed steps by planning. Existing studies mainly conduct the planning by inferring what st…

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2025

MIND: Towards Immersive Psychological Healing with Multi-Agent Inner Dialogue

Yujia Chen, Changsong Li, Yiming Wang, Tianjie Ju, Qingqing Xiao, Nan Zhang +3

EMNLP 2025

Mental health issues are worsening in today’s competitive society, such as depression and anxiety. Traditional healings like counseling and chatbots fail to engage effectively, they often provide generic responses lacking emotional depth. Although large language models (LLMs) have the potential to c

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