Yuanchen Zhou — accepted AI-conference papers

2026

CARE: COGNITIVE-REASONING AUGMENTED REINFORCEMENT FOR EMOTIONAL SUPPORT CONVERSATION

Jie Zhu, Yuanchen Zhou, Junhui Li, Lifan Guo, Fang Kong

ICASSP 2026poster

Emotional Support Conversation (ESC) plays a vital role in alleviating psychological stress and providing emotional value through dialogue. While recent studies have largely focused on data augmentation and synthetic corpus construction, they often overlook the deeper cognitive reasoning processes t…

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2026

Fin-PRM: A Domain-Specialized Process Reward Model for Financial Reasoning in Large Language Models

Jie Zhu, Yuanchen Zhou, Shuo Jiang, Junhui Li, Lifan Guo, Feng Chen +1

IJCAI 2026

Process Reward Models (PRMs) supervise intermediate reasoning steps in large language models (LLMs), but existing PRMs are mainly trained on general-domain data and struggle with the structured, symbolic, and fact-sensitive nature of financial reasoning. Financial tasks require not only correct fina

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