| 2025 | ACL | Dynamic Personality in LLM Agents: A Framework for Evolutionary Modeling and Behavioral Analysis in the Prisoner's Dilemma. | Weiqi Zeng, Bo Wang, Dongming Zhao, Zongfeng Qu, Ruifang He, Yuexian Hou, Qinghua Hu |
| 2025 | ACL | Explicit vs. Implicit: Investigating Social Bias in Large Language Models through Self-Reflection. | Yachao Zhao, Bo Wang, Yan Wang, Dongming Zhao, Ruifang He, Yuexian Hou |
| 2025 | CIKM | Hyperspherical Dynamic Multi-Prototype with Arguments Dependencies and Role Consistency for Event Argument Extraction. | Xiaojia Huang, Ruifang He, Fei Huang, Bo Wang, Sen Yao, Xiaohong Li |
| 2025 | COLING | RoleBreak: Character Hallucination as a Jailbreak Attack in Role-Playing Systems. | Yihong Tang, Bo Wang, Xu Wang, Dongming Zhao, Jing Liu, Ruifang He, Yuexian Hou |
| 2025 | COLING | ECC: Synergizing Emotion, Cause and Commonsense for Empathetic Dialogue Generation. | Xu Wang, Bo Wang, Yihong Tang, Dongming Zhao, Jing Liu, Ruifang He, Yuexian Hou |
| 2025 | ICASSP | Dual-level AMR Injection for Prompt-based Event Argument Extraction. | Xiaojia Huang, Ruifang He, Fei Huang |
| 2025 | ICASSP | Conditional-Balanced Adversarial Delta Tuning for Cross-Domain Implicit Discourse Relation Recognition. | Chang Liu, Haowen Sun, Haodong Zhao, Ruifang He, Xu He, Bo Wang |
| 2025 | SIGIR | Balancing Precision and Generalization: Dynamic Instruction Generation for Model Adaptive Zero-Shot Reasoning in LLMs. | Ruihan Zhu, Bo Wang, Dongming Zhao, Jing Liu, Ruifang He, Yuexian Hou |
| 2024 | AAAI | Quantum Interference Model for Semantic Biases of Glosses in Word Sense Disambiguation. | Junwei Zhang, Ruifang He, Fengyu Guo, Chang Liu |
| 2024 | AAAI | MultiSum: A Multi-Facet Approach for Extractive Social Summarization Utilizing Semantic and Sociological Relationships. | Tanglong Zhao, Ruifang He, Jing Xu, Bo Wang |
| 2024 | COLING | Emotion Recognition in Conversation via Dynamic Personality. | Yan Wang, Bo Wang, Yachao Zhao, Dongming Zhao, Xiaojia Jin, Jijun Zhang, Ruifang He, Yuexian Hou |
| 2024 | COLING | Continuous Relational Diffusion Driven Topic Model with Multi-grained Text for Microblog. | Chenhao Wu, Ruifang He, Chang Liu, Bo Wang |
| 2024 | COLING | Global and Local Hierarchical Prompt Tuning Framework for Multi-level Implicit Discourse Relation Recognition. | Lei Zeng, Ruifang He, Haowen Sun, Jing Xu, Chang Liu, Bo Wang |
| 2024 | COLING | Representation Degeneration Problem in Prompt-based Models for Natural Language Understanding. | Qingyan Zhao, Ruifang He, Jinpeng Zhang, Chang Liu, Bo Wang |
| 2024 | COLING | A Comparative Study of Explicit and Implicit Gender Biases in Large Language Models via Self-evaluation. | Yachao Zhao, Bo Wang, Yan Wang, Dongming Zhao, Xiaojia Jin, Jijun Zhang, Ruifang He, Yuexian Hou |
| 2024 | EMNLP | MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space. | Yihong Tang, Bo Wang, Dongming Zhao, Jinxiaojia Jinxiaojia, Zhangjijun Zhangjijun, Ruifang He, Yuexian Hou |
| 2023 | AAAI | Quantum-Inspired Representation for Long-Tail Senses of Word Sense Disambiguation. | Junwei Zhang, Ruifang He, Fengyu Guo |
| 2023 | ACL | MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns. | Anqi Liu, Bo Wang, Yue Tan, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2023 | ACL | Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona. | Yihong Tang, Bo Wang, Miao Fang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2023 | ACL | Guiding Dialogue Agents to Complex Semantic Targets by Dynamically Completing Knowledge Graph. | Yue Tan, Bo Wang, Anqi Liu, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2023 | ACL | Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition. | Haodong Zhao, Ruifang He, Mengnan Xiao, Jing Xu |
| 2023 | DASFAA | Unleashing Pre-trained Masked Language Model Knowledge for Label Signal Guided Event Detection. | Mengnan Xiao, Ruifang He, Junwei Zhang, Jinsong Ma, Haodong Zhao |
| 2023 | ECAI | Grafting Fine-Tuning and Reinforcement Learning for Empathetic Emotion Elicitation in Dialog Generation. | Ying Zhu, Bo Wang, Dongming Zhao, Kun Huang, Zhuoxuan Jiang, Ruifang He, Yuexian Hou |
| 2023 | ICONIP | User Multi-preferences Fusion for Conversational Recommender Systems. | Yi Zhang, Dongming Zhao, Bo Wang, Kun Huang, Ruifang He, Yuexian Hou |
| 2023 | IJCNN | Interactive Capsule Networks with a Novel Dynamic Routing Mechanism for Implicit Discourse Relation Recognition. | Jing Xu, Ruifang He, Haodong Zhao |
| 2022 | CIKM | Disentangled Representation for Long-tail Senses of Word Sense Disambiguation. | Junwei Zhang, Ruifang He, Fengyu Guo, Jinsong Ma, Mengnan Xiao |
| 2022 | COLING | TopKG: Target-oriented Dialog via Global Planning on Knowledge Graph. | Zhitong Yang, Bo Wang, Jinfeng Zhou, Yue Tan, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2022 | COLING | CR-GIS: Improving Conversational Recommendation via Goal-aware Interest Sequence Modeling. | Jinfeng Zhou, Bo Wang, Zhitong Yang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2022 | EMNLP | Aligning Recommendation and Conversation via Dual Imitation. | Jinfeng Zhou, Bo Wang, Minlie Huang, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou |
| 2022 | IJCNN | Topic Model on Microblog with Dual-Streams Graph Convolution Networks. | Haocheng Wang, Ruifang He, Huanyu Liu, Chenhao Wu, Bo Wang |
| 2021 | CIKM | SCMGR: Using Social Context and Multi-Granularity Relations for Unsupervised Social Summarization. | Huanyu Liu, Ruifang He, Liangliang Zhao, Haocheng Wang, Ruifang Wang |
| 2021 | DASFAA | SCHC: Incorporating Social Contagion and Hashtag Consistency for Topic-Oriented Social Summarization. | Ruifang He, Huanyu Liu, Liangliang Zhao |
| 2021 | EMNLP | CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs. | Jinfeng Zhou, Bo Wang, Ruifang He, Yuexian Hou |
| 2021 | IJCNN | Quantum Correlation Revealed by Bell State for Classification Tasks. | Junwei Zhang, Ruifang He, Zhao Li, Ji Zhang, Biao Wang, Zhaolin Li, Tianyuan Niu |
| 2021 | IJCNN | Interactive Quantum Classifier Inspired by Quantum Open System Theory. | Junwei Zhang, Zhao Li, Ruifang He, Ji Zhang, Biao Wang, Zhaolin Li, Tianyuan Niu |
| 2021 | PRICAI | LoCo-VAE: Modeling Short-Term Preference as Joint Effect of Long-Term Preference and Context-Aware Impact in Recommendation. | Jianping Liu, Bo Wang, Ruifang He, Bin Wu, Shuo Zhang, Yuexian Hou, Qinxue Jiang |
| 2021 | SIGIR | Social Recommendation with Implicit Social Influence. | Changhao Song, Bo Wang, Qinxue Jiang, Yehua Zhang, Ruifang He, Yuexian Hou |
| 2020 | AAAI | Working Memory-Driven Neural Networks with a Novel Knowledge Enhancement Paradigm for Implicit Discourse Relation Recognition. | Fengyu Guo, Ruifang He, Jianwu Dang, Jian Wang |
| 2020 | ACL | TransS-Driven Joint Learning Architecture for Implicit Discourse Relation Recognition. | Ruifang He, Jian Wang, Fengyu Guo, Yugui Han |
| 2020 | CIKM | Fusing Parallel Social Contexts within Flexible-Order Proximity for Microblog Topic Detection. | Hongyu Liu, Ruifang He, Haocheng Wang, Bo Wang |
| 2020 | COLING | TWEETSUM: Event oriented Social Summarization Dataset. | Ruifang He, Liangliang Zhao, Huanyu Liu |
| 2020 | ICANN | Mental Imagery-Driven Neural Network to Enhance Representation for Implicit Discourse Relation Recognition. | Jian Wang, Ruifang He, Fengyu Guo, Yugui Han |
| 2020 | ICONIP | Hierarchical Interactive Matching Network for Multi-turn Response Selection in Retrieval-Based Chatbots. | Ting Yang, Ruifang He, Longbiao Wang, Xiangyu Zhao, Jiangwu Dang |
| 2020 | WWW | Multiple Knowledge Syncretic Transformer for Natural Dialogue Generation. | Xiangyu Zhao, Longbiao Wang, Ruifang He, Ting Yang, Jinxin Chang, Ruifang Wang |
| 2019 | EMNLP | A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation. | Jinxin Chang, Ruifang He, Longbiao Wang, Xiangyu Zhao, Ting Yang, Ruifang Wang |
| 2019 | ICDM | NVSRN: A Neural Variational Scaling Reasoning Network for Initiative Response Generation. | Jinxin Chang, Ruifang He, Haiyang Xu, Kun Han, Longbiao Wang, Xiangang Li, Jianwu Dang |
| 2018 | AAAI | Twitter Summarization Based on Social Network and Sparse Reconstruction. | Ruifang He, Xingyi Duan |
| 2018 | AAAI | Robust Detection of Link Communities in Large Social Networks by Exploiting Link Semantics. | Di Jin, Xiaobao Wang, Ruifang He, Dongxiao He, Jianwu Dang, Weixiong Zhang |
| 2018 | COLING | Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning. | Fengyu Guo, Ruifang He, Di Jin, Jianwu Dang, Longbiao Wang, Xiangang Li |
| 2018 | COLING | Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention. | Ruifang He, Xuefei Zhang, Di Jin, Longbiao Wang, Jianwu Dang, Xiangang Li |
| 2018 | KSEM | Graphical Models with Content Relevance for Crucial Date Detection in Social Media Event. | Ruifang He, Dongtai Ding |
| 2018 | KSEM | Topic Extraction of Events on Social Media Using Reinforced Knowledge. | Xuefei Zhang, Ruifang He |
| 2017 | IJCNLP | Exploiting Document Level Information to Improve Event Detection via Recurrent Neural Networks. | Shaoyang Duan, Ruifang He, Wenli Zhao |