研究领域：

论文成果：

• Towards Speaker-Unknown Emotion Recognition in Conversation Via Progressive Contrastive Deep Supervision .IEEE Transactions on Affective Computing .2025
• BC-PMJRS: A Brain Computing-inspired Predefined Multimodal Joint Representation Spaces for enhanced cross-modal learning .Neural Networks .2025 ,188 :107449
• Robust Dynamic Facial Expression Recognition .IEEE Transactions on Biometrics, Behavior, and Identity Science .2025
• A psychologically interpretable artificial intelligence framework for the screening of loneliness, depression, and anxiety .Applied Psychology: Health and Well-Being .2025 ,17 (1) :e12639
• OCC-PAD-OCEAN:An Quantitative Perceptible Modeling of Big Five Personality Based on Computational Affection .Proceedings of the 58th Hawaii International Conference on System Sciences .2025 :3218-2337
• The Ethical Security of Large Language Models : A Systematic Review .Frontiers of Engineering Management .2025
• AI in Mental Health: Innovations brought by AI Techniques in Stress Detection and Interventions of Building Resilience .Current Opinion in Behavioral Sciences .2024 ,60 :101452
• Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition .The 40th IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2023) :17958-17968
• OPO-FCM: A Computational Affection Based OCC-PAD-OCEAN Federation Cognitive Modeling Approach .IEEE Transactions on Computational Social Systems .2023 ,10 (4) :1813-1825

专利：

• 基于情感的OCC-PAD-OCEAN联邦认知建模方法 ,2025/02/21

科研项目：

• 增强普通人群情绪认知的理论、评估体系和原型系统研究, 省市自治区科技项目 -2024/08/31 , 已结项
• 基于深度学习的联邦认知建模量化方法及系统 -2023/06/01 , 已结题
• 社交焦虑的动态社会加工眼动机制及预测研究, 行为与心理健康北京市重点实验室 -2024/07/01 , 已结题