Author

Jia-He Liu

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#natural language process... Preprint Sep 2026

Steering the Compass: Aligning Dynamic Psychological Counseling Conversations with Cognitive Behavioral Therapy Strategies

Recent advancements in large language models have revolutionized the field of psychological counseling, especially in the context of Cognitive Behavioral Therapy (CBT). While the success of CBT relies heavily on dynamic decision-making informed by the client's real-time mental state, this aspect has often been overlook...

Zi-Mu Wang, Yi-Wen Jiang, Xiang-Yu Zhao et al. · 0 citations

#natural language process... Apr 2026

Do No Harm: Exposing Hidden Vulnerabilities of LLMs via Persona-based Client Simulation Attack in Psychological Counseling

This work introduces Personality-based Client Simulation Attack (PCSA), the first red-teaming framework that simulates clients in psychological counseling through coherent, persona-driven client dialogues to expose vulnerabilities in psychological safety alignment.

Qing-Yang Xu, Ya-Ling Shen, Stephanie Fong et al. · arXiv.org · 4 citations