| 2026 | AAAI | MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization. | Lanxue Zhang, Yuqiang Xie, Fang Fang, Fanglong Dong, Rui Liu, Yanan Cao |
| 2026 | ACL | Cognitive Analysis Graph-Guided Multi-Turn Safety Enhancement for Large Language Models. | Lanxue Zhang, Yuqiang Xie, Fang Fang, Yubing Ren, Xuebin Wang, Yanan Cao |
| 2025 | ACL | MAGI: Multi-Agent Guided Interview for Psychiatric Assessment. | Guanqun Bi, Zhuang Chen, Zhoufu Liu, Hongkai Wang, Xiyao Xiao, Yuqiang Xie, Wen Zhang, Yongkang Huang, Yuxuan Chen, Libiao Peng, Minlie Huang |
| 2025 | ACL | Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models. | Lanxue Zhang, Yanan Cao, Yuqiang Xie, Fang Fang, Yangxi Li |
| 2025 | EMNLP | A Group Fairness Lens for Large Language Models. | Guanqun Bi, Yuqiang Xie, Lei Shen, Yanan Cao |
| 2023 | AAAI | Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation. | Yunpeng Li, Yue Hu, Yajing Sun, Luxi Xing, Ping Guo, Yuqiang Xie, Wei Peng |
| 2023 | ACL | DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. | Guanqun Bi, Lei Shen, Yanan Cao, Meng Chen, Yuqiang Xie, Zheng Lin, Xiaodong He |
| 2023 | ICASSP | Seri: Sketching-Reasoning-Integrating Progressive Workflow for Empathetic Response Generation. | Guanqun Bi, Yanan Cao, Piji Li, Yuqiang Xie, Fang Fang, Zheng Lin |
| 2023 | ICASSP | Think Before You Speak: Concept-Guided Explicit Persona Reasoning for Personalized Dialogue Generation. | Yunpeng Li, Yue Hu, Wei Peng, Yuqiang Xie |
| 2023 | ICASSP | Learning to Balance the Global Coherence and Informativeness in Knowledge-Grounded Dialogue Generation. | Chenxu Niu, Yue Hu, Wei Peng, Yuqiang Xie |
| 2023 | KSEM | Importance-Based Neuron Selective Distillation for Interference Mitigation in Multilingual Neural Machine Translation. | Jiarui Zhang, Heyan Huang, Yue Hu, Ping Guo, Yuqiang Xie |
| 2022 | CEC | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. | Wei Peng, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun |
| 2022 | COLING | RotateCT: Knowledge Graph Embedding by Rotation and Coordinate Transformation in Complex Space. | Yao Dong, Lei Wang, Ji Xiang, Xiaobo Guo, Yuqiang Xie |
| 2022 | COLING | COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities. | Yuqiang Xie, Yue Hu, Wei Peng, Guanqun Bi, Luxi Xing |
| 2022 | COLING | Psychology-guided Controllable Story Generation. | Yuqiang Xie, Yue Hu, Yunpeng Li, Guanqun Bi, Luxi Xing, Wei Peng |
| 2022 | EMNLP | Guiding Neural Machine Translation with Semantic Kernels. | Ping Guo, Yue Hu, Xiangpeng Wei, Yubing Ren, Yunpeng Li, Luxi Xing, Yuqiang Xie |
| 2022 | ICASSP | Modeling Intention, Emotion and External World in Dialogue Systems. | Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Xingsheng Zhang, Yajing Sun |
| 2022 | ICASSP | CLseg: Contrastive Learning of Story Ending Generation. | Yuqiang Xie, Yue Hu, Luxi Xing, Yunpeng Li, Wei Peng, Ping Guo |
| 2022 | IJCAI | Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation. | Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, Yunpeng Li |
| 2022 | IJCNN | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. | Wei Peng, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun |
| 2022 | IJCNN | KC2UM: Knowledge-Conversation Cyclic Utilization Mechanism for Knowledge-Grounded Dialogue Generation. | Yajing Sun, Yue Hu, Luxi Xing, Wei Peng, Yuqiang Xie, Xingsheng Zhang |
| 2022 | IJCNN | Exploiting Semantic and Syntactic Diversity for Diverse Task-oriented Dialogue. | Yajing Sun, Yue Hu, Luxi Xing, Yuqiang Xie, Wei Peng, Yunpeng Li |
| 2022 | IJCNN | Calibration of the Multiple Choice Machine Reading Comprehension. | Luxi Xing, Yue Hu, Yuqiang Xie, Wei Peng, Yajing Sun, Chen Zhang |
| 2022 | KSEM | Document-Level Multi-event Extraction via Event Ontology Guiding. | Xingsheng Zhang, Yue Hu, Yajing Sun, Luxi Xing, Yuqiang Xie, Yunpeng Li, Wei Peng |
| 2021 | ICASSP | MCR-NET: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension. | Wei Peng, Yue Hu, Jing Yu, Luxi Xing, Yuqiang Xie, Zihao Zhu, Yajing Sun |
| 2021 | ICASSP | Coarse-To-Careful: Seeking Semantic-Related Knowledge for Open-Domain Commonsense Question Answering. | Luxi Xing, Yue Hu, Jing Yu, Yuqiang Xie, Wei Peng |
| 2020 | AAAI | History-Adaption Knowledge Incorporation Mechanism for Multi-Turn Dialogue System. | Yajing Sun, Yue Hu, Luxi Xing, Jing Yu, Yuqiang Xie |
| 2020 | COLING | Bi-directional CognitiveThinking Network for Machine Reading Comprehension. | Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu, Yajing Sun, Xiangpeng Wei |
| 2020 | KSEM | Enhancing Pre-trained Language Models by Self-supervised Learning for Story Cloze Test. | Yuqiang Xie, Yue Hu, Luxi Xing, Chunhui Wang, Yong Hu, Xiangpeng Wei, Yajing Sun |
| 2020 | KSEM | A Matching-Integration-Verification Model for Multiple-Choice Reading Comprehension. | Luxi Xing, Yue Hu, Yuqiang Xie, Chunhui Wang, Yong Hu |
| 2019 | KSEM | Dynamic Task-Specific Factors for Meta-Embedding. | Yuqiang Xie, Yue Hu, Luxi Xing, Xiangpeng Wei |