| 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 | AAAI | CultureRL: Internalizing Cultural Principles in Large Language Models via Norm-Driven Reinforcement Learning. | Weixiang Zhao, Haozhen Li, Yanyan Zhao, Haixiao Liu, Biye Li, Ting Liu, Bing Qin |
| 2026 | AAAI | Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities. | Weixiang Zhao, Xingyu Sui, Jiahe Guo, Yulin Hu, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Ting Liu, Bing Qin |
| 2026 | ACL | ENPMR-Bench: Benchmarking Proactive Memory Retrieval for Emotional Support Agents. | Xing Fu, Yulin Hu, Mengtong Ji, Haozhen Li, Yixin Sun, Weixiang Zhao, Yanyan Zhao, Bing Qin |
| 2026 | ACL | When Personalization Legitimizes Risks: Uncovering Safety Vulnerabilities in Personalized Dialogue Agents. | Jiahe Guo, Xiangran Guo, Yulin Hu, Zimo Long, Xingyu Sui, Xuda Zhi, Yongbo Huang, Hao He, Weixiang Zhao, Yanyan Zhao, Bing Qin |
| 2026 | ACL | TEA-Bench: A Systematic Benchmarking of Tool-enhanced Emotional Support Dialogue Agent. | Xingyu Sui, Yanyan Zhao, Yulin Hu, Jiahe Guo, Weixiang Zhao, 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 |
| 2026 | ACL | On Safety Risks in Experience-Driven Self-Evolving Agents. | Weixiang Zhao, Yichen Zhang, Yingshuo Wang, Yang Deng, Yanyan Zhao, Xuda Zhi, Yongbo Huang, Hao He, Wanxiang Che, Bing Qin, Ting Liu |
| 2025 | ACL | Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation. | Mingzhe Li, Xin Lu, Yanyan Zhao |
| 2025 | ACL | Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models. | Di Wu, Xin Lu, Yanyan Zhao, Bing Qin |
| 2025 | ACL | Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs. | Weixiang Zhao, Yulin Hu, Yang Deng, Jiahe Guo, Xingyu Sui, Xinyang Han, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu |
| 2025 | ACL | MPO: Multilingual Safety Alignment via Reward Gap Optimization. | Weixiang Zhao, Yulin Hu, Yang Deng, Tongtong Wu, Wenxuan Zhang, Jiahe Guo, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu |
| 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 | EMNLP | AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender. | Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu |
| 2025 | EMNLP | Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter. | Weixiang Zhao, Xingyu Sui, Xinyang Han, Yang Deng, Yulin Hu, Jiahe Guo, Libo Qin, Qianyun Du, Shijin Wang, Yanyan Zhao, Bing Qin, Ting Liu |
| 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 | ACL | Both Matter: Enhancing the Emotional Intelligence of Large Language Models without Compromising the General Intelligence. | Weixiang Zhao, Zhuojun Li, Shilong Wang, Yang Wang, Yulin Hu, Yanyan Zhao, Chen Wei, Bing Qin |
| 2024 | ACL | SAPT: A Shared Attention Framework for Parameter-Efficient Continual Learning of Large Language Models. | Weixiang Zhao, Shilong Wang, Yulin Hu, Yanyan Zhao, Bing Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che |
| 2024 | COLING | ESDM: Early Sensing Depression Model in Social Media Streams. | Bichen Wang, Yuzhe Zi, Yanyan Zhao, Pengfei Deng, Bing Qin |
| 2024 | EMNLP | Infrared-LLaVA: Enhancing Understanding of Infrared Images in Multi-Modal Large Language Models. | Shixin Jiang, Zerui Chen, Jiafeng Liang, Yanyan Zhao, Ming Liu, 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 | AAAI | Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment. | Weixiang Zhao, Yanyan Zhao, Zhuojun Li, Bing Qin |
| 2023 | ACL | Don't Lose Yourself! Empathetic Response Generation via Explicit Self-Other Awareness. | Weixiang Zhao, Yanyan Zhao, Xin Lu, Bing Qin |
| 2023 | ACL | TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition. | Weixiang Zhao, Yanyan Zhao, Shilong Wang, 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 |
| 2023 | ICASSP | A Topic-Enhanced Approach for Emotion Distribution Forecasting in Conversations. | Xin Lu, Weixiang Zhao, Yanyan Zhao, Bing Qin, Zhentao Zhang, Junjie Wen |
| 2022 | ACL | Sentiment Word Aware Multimodal Refinement for Multimodal Sentiment Analysis with ASR Errors. | Yang Wu, Yanyan Zhao, Hao Yang, Song Chen, Bing Qin, Xiaohuan Cao, Wenting Zhao |
| 2022 | COLING | SSR: Utilizing Simplified Stance Reasoning Process for Robust Stance Detection. | Jianhua Yuan, Yanyan Zhao, Yanyue Lu, Bing Qin |
| 2022 | COLING | MuCDN: Mutual Conversational Detachment Network for Emotion Recognition in Multi-Party Conversations. | Weixiang Zhao, Yanyan Zhao, Bing Qin |
| 2022 | EMNLP | Face-Sensitive Image-to-Emotional-Text Cross-modal Translation for Multimodal Aspect-based Sentiment Analysis. | Hao Yang, Yanyan Zhao, Bing Qin |
| 2022 | IJCAI | CauAIN: Causal Aware Interaction Network for Emotion Recognition in Conversations. | Weixiang Zhao, Yanyan Zhao, Xin Lu |
| 2021 | ACL | A Text-Centered Shared-Private Framework via Cross-Modal Prediction for Multimodal Sentiment Analysis. | Yang Wu, Zijie Lin, Yanyan Zhao, Bing Qin, Li-Nan Zhu |
| 2021 | EMNLP | Retrieve, Discriminate and Rewrite: A Simple and Effective Framework for Obtaining Affective Response in Retrieval-Based Chatbots. | Xin Lu, Yijian Tian, Yanyan Zhao, Bing Qin |
| 2021 | IJCAI | Exploring Periodicity and Interactivity in Multi-Interest Framework for Sequential Recommendation. | Gaode Chen, Xinghua Zhang, Yanyan Zhao, Cong Xue, Ji Xiang |
| 2021 | IJCNN | Hierarchical and Multi-Resolution Preference Modeling for Next POI Recommendation. | Yanyan Zhao, Jingyi Liu, Daren Zha, Kai Liu |
| 2021 | ICTAI | FRAGAN-VSR: Frame-Recurrent Attention Generative Adversarial Network for Video Super-Resolution. | Yuzhen Zhang, Guanqun Liu, Yanyan Zhao, Daren Zha, Xin Wang, Lin Zhao, Lei Wang |
| 2021 | KSEM | Exploring Sequential and Collaborative Contexts for Next Point-of-Interest Recommendation. | Jingyi Liu, Yanyan Zhao, Limin Liu, Shijie Jia |
| 2020 | COLING | An Iterative Emotion Interaction Network for Emotion Recognition in Conversations. | Xin Lu, Yanyan Zhao, Yang Wu, Yijian Tian, Huipeng Chen, Bing Qin |
| 2019 | AAAI | Exploring Answer Stance Detection with Recurrent Conditional Attention. | Jianhua Yuan, Yanyan Zhao, Jingfang Xu, Bing Qin |
| 2017 | ACL | Benben: A Chinese Intelligent Conversational Robot. | Weinan Zhang, Ting Liu, Bing Qin, Yu Zhang, Wanxiang Che, Yanyan Zhao, Xiao Ding |
| 2015 | ICAISC | An Improved Magnetotactic Bacteria Moment Migration Optimization Algorithm. | Hongwei Mo, Jingwen Ma, Yanyan Zhao |
| 2014 | COLING | Sentence Compression for Target-Polarity Word Collocation Extraction. | Yanyan Zhao, Wanxiang Che, Honglei Guo, Bing Qin, Zhong Su, Ting Liu |
| 2012 | EMNLP | Collocation Polarity Disambiguation Using Web-based Pseudo Contexts. | Yanyan Zhao, Bing Qin, Ting Liu |
| 2010 | NAACL | Generalizing Syntactic Structures for Product Attribute Candidate Extraction. | Yanyan Zhao, Bing Qin, Shen Hu, Ting Liu |