| 2026 | AAAI | Multi-Label Classification with Incremental and Decremental Features. | Mingdie Jiang, Quanjiang Li, Tingjin Luo, Yiping Song, Chenping Hou |
| 2026 | AAAI | DPRM: A Dual Implicit Process Reward Model in Multi-Hop Question Answering. | Xinyi Wang, Yiping Song, Zhiliang Tian, Bo Liu, Tingjin Luo, Minlie Huang |
| 2026 | WWW | DG-MCTS: Dual-Guidance Monte Carlo Tree Search for Adaptive Emotional Support Dialogue Planning. | Benshuo Lin, Jiayu Ding, Yuelei Li, Peng Wu, Yun Xue, Yiping Song |
| 2025 | AAAI | RMath: A Logic Reasoning-Focused Datasets Toward Mathematical Multistep Reasoning Tasks. | Ziyi Hu, Jun Liu, Zhongzhi Liu, Yuzhong Liu, Zheng Xie, Yiping Song |
| 2025 | ACL | Advancing Collaborative Debates with Role Differentiation through Multi-Agent Reinforcement Learning. | Haoran Li, Ziyi Su, Yun Xue, Zhiliang Tian, Yiping Song, Minlie Huang |
| 2025 | ACL | DPGA-TextSyn: Differentially Private Genetic Algorithm for Synthetic Text Generation. | Zhonghao Sun, Zhiliang Tian, Yiping Song, Yuyi Si, Juhua Zhang, Minlie Huang, Kai Lu, Zeyu Xiong, Xinwang Liu, Dongsheng Li |
| 2025 | ACL | DYNTEXT: Semantic-Aware Dynamic Text Sanitization for Privacy-Preserving LLM Inference. | Juhua Zhang, Zhiliang Tian, Minghang Zhu, Yiping Song, Taishu Sheng, Siyi Yang, Qiunan Du, Xinwang Liu, Minlie Huang, Dongsheng Li |
| 2025 | COLING | MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models. | Jiayu Ding, Zhangkai Zheng, Benshuo Lin, Yun Xue, Yiping Song |
| 2025 | EMNLP | DCMKC: A Dual Consistency Matching Approach for Multi-hop Question Answering in LLMs. | Xinyi Wang, Yiping Song, Chang Liu, Tingjin Luo, Bo Liu, Zheng Xie, Minlie Huang |
| 2024 | COLING | StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer. | Kangchen Zhu, Zhiliang Tian, Jingyu Wei, Ruifeng Luo, Yiping Song, Xiaoguang Mao |
| 2024 | EMNLP | Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models. | Yuxuan Guo, Zhiliang Tian, Yiping Song, Tianlun Liu, Liang Ding, Dongsheng Li |
| 2023 | CIKM | Multi-scale Graph Pooling Approach with Adaptive Key Subgraph for Graph Representations. | Yiqin Lv, Zhiliang Tian, Zheng Xie, Yiping Song |
| 2023 | ICONIP | A Meta Learning-Based Training Algorithm for Robust Dialogue Generation. | Ziyi Hu, Yiping Song |
| 2023 | WWW | A Multi-view Meta-learning Approach for Multi-modal Response Generation. | Zhiliang Tian, Zheng Xie, Fuqiang Lin, Yiping Song |
| 2022 | AAAI | DisenCite: Graph-Based Disentangled Representation Learning for Context-Specific Citation Generation. | Yifan Wang, Yiping Song, Shuai Li, Chaoran Cheng, Wei Ju, Ming Zhang, Sheng Wang |
| 2022 | ACL | Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation. | Yingxiu Zhao, Zhiliang Tian, Huaxiu Yao, Yinhe Zheng, Dongkyu Lee, Yiping Song, Jian Sun, Nevin L. Zhang |
| 2022 | DASFAA | Emotion-Aware Multimodal Pre-training for Image-Grounded Emotional Response Generation. | Zhiliang Tian, Zhihua Wen, Zhenghao Wu, Yiping Song, Jintao Tang, Dongsheng Li, Nevin L. Zhang |
| 2022 | EMNLP | Empathetic and Emotionally Positive Conversation Systems with an Emotion-specific Query-Response Memory. | Zhiliang Tian, Yinliang Wang, Yiping Song, Chi Zhang, Dongkyu Lee, Yingxiu Zhao, Dongsheng Li, Nevin L. Zhang |
| 2022 | ICASSP | Retrieval Bias Aware Ensemble Model for Conditional Sentence Generation. | Yiping Song, Zheng Xie, Jianping Li, Luchen Liu, Ming Zhang, Zhiliang Tian |
| 2022 | ICONIP | Building Conversational Diagnosis Systems for Fine-Grained Diseases Using Few Annotated Data. | Yiping Song, Wei Ju, Zhiliang Tian, Luchen Liu, Ming Zhang, Zheng Xie |
| 2022 | IJCNN | HE-SNE: Heterogeneous Event Sequence-based Streaming Network Embedding for Dynamic Behaviors. | Yifan Wang, Jianhao Shen, Yiping Song, Sheng Wang, Ming Zhang |
| 2021 | AAAI | Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks. | Zhiliang Tian, Wei Bi, Zihan Zhang, Dongkyu Lee, Yiping Song, Nevin L. Zhang |
| 2020 | ACL | Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks. | Yiping Song, Zequn Liu, Wei Bi, Rui Yan, Ming Zhang |
| 2020 | ACL | Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation. | Zhiliang Tian, Wei Bi, Dongkyu Lee, Lanqing Xue, Yiping Song, Xiaojiang Liu, Nevin L. Zhang |
| 2020 | AMIA | Multi-task Learning via Adaptation to Similar Tasks for Mortality Prediction of Diverse Rare Diseases. | Luchen Liu, Zequn Liu, Haoxian Wu, Zichang Wang, Jianhao Shen, Yiping Song, Ming Zhang |
| 2018 | AAAI | Towards a Neural Conversation Model With Diversity Net Using Determinantal Point Processes. | Yiping Song, Rui Yan, Yansong Feng, Yaoyuan Zhang, Dongyan Zhao, Ming Zhang |
| 2018 | IJCAI | An Ensemble of Retrieval-Based and Generation-Based Human-Computer Conversation Systems. | Yiping Song, Cheng-Te Li, Jian-Yun Nie, Ming Zhang, Dongyan Zhao, Rui Yan |
| 2017 | ACL | How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models. | Zhiliang Tian, Rui Yan, Lili Mou, Yiping Song, Yansong Feng, Dongyan Zhao |
| 2017 | IJCNLP | Diversifying Neural Conversation Model with Maximal Marginal Relevance. | Yiping Song, Zhiliang Tian, Dongyan Zhao, Ming Zhang, Rui Yan |
| 2016 | CIKM | "Shall I Be Your Chat Companion?": Towards an Online Human-Computer Conversation System. | Rui Yan, Yiping Song, Xiangyang Zhou, Hua Wu |
| 2016 | COLING | Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation. | Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin |
| 2016 | Interspeech | Dialogue Session Segmentation by Embedding-Enhanced TextTiling. | Yiping Song, Lili Mou, Rui Yan, Li Yi, Zinan Zhu, Xiaohua Hu, Ming Zhang |
| 2016 | SIGIR | Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System. | Rui Yan, Yiping Song, Hua Wu |
| 2015 | IJCAI | Opportunities or Risks to Reduce Labor in Crowdsourcing Translation? Characterizing Cost versus Quality via a PageRank-HITS Hybrid Model. | Rui Yan, Yiping Song, Cheng-Te Li, Ming Zhang, Xiaohua Hu |