| 2026 | AAAI | CARE-Bench: A Benchmark of Diverse Client Simulations Guided by Expert Principles for Evaluating LLMs in Psychological Counseling. | Bichen Wang, Yixin Sun, Junzhe Wang, Hao Yang, Xing Fu, Yanyan Zhao, Si Wei, Shijin Wang, Bing Qin |
| 2026 | ACL | Psychological Counseling Cannot Be Achieved Overnight: Automated Psychological Counseling Through Multi-Session Conversations. | Bichen Wang, Junzhe Wang, Yixin Sun, Xing Fu, Yanyan Zhao, Bing Qin |
| 2025 | COLING | Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits. | Bohan Li, Jiannan Guan, Longxu Dou, Yunlong Feng, Dingzirui Wang, Yang Xu, Enbo Wang, Qiguang Chen, Bichen Wang, Xiao Xu, Yimeng Zhang, Libo Qin, Yanyan Zhao, Qingfu Zhu, Wanxiang Che |
| 2025 | EMNLP | Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support. | Xing Fu, Haozhen Li, Bichen Wang, Hao Yang, Yanyan Zhao, Bing Qin |
| 2025 | EMNLP | End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media. | Bichen Wang, Yuzhe Zi, Yixin Sun, Hao Yang, Yanyan Zhao, Bing Qin |
| 2025 | ICNP | Copo: Joint Cost and Performance Optimization for Task Placement in Geo-Distributed Clouds. | Bichen Wang, Jingzhou Wang, Yu-E Sun, He Huang |
| 2025 | NAACL | Balancing Forget Quality and Model Utility: A Reverse KL-Divergence Knowledge Distillation Approach for Better Unlearning in LLMs. | Bichen Wang, Yuzhe Zi, Yixin Sun, Yanyan Zhao, Bing Qin |
| 2024 | COLING | ESDM: Early Sensing Depression Model in Social Media Streams. | Bichen Wang, Yuzhe Zi, Yanyan Zhao, Pengfei Deng, Bing Qin |
| 2024 | ICWSM | Leveraging Psychiatric Scale for Suicide Risk Detection on Social Media. | Bichen Wang, Pengfei Deng, Song Chen, Yanyan Zhao, Bing Qin |
| 2023 | EMNLP | C2D2 Dataset: A Resource for the Cognitive Distortion Analysis and Its Impact on Mental Health. | Bichen Wang, Pengfei Deng, Yanyan Zhao, Bing Qin |