| 2026 | AAAI | CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning. | Zechen Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Qiaoming Zhu |
| 2026 | ACL | IS-CoT: Breaking the Long-form Generation Collapse via Interleaved Structural Thinking. | Zechen Sun, Yuyang Sun, Zecheng Tang, Juntao Li, Wenpeng Hu, Wenliang Chen, Zhunchen Luo, Guotong Geng, Min Zhang |
| 2026 | ACL | When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval. | Mingxu Tao, Jiawei Hu, Xian Zhou, Wenpeng Hu, Jiajun Cheng, Yunbo Cao, Zhunchen Luo, Guotong Geng |
| 2025 | ACL | Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models. | Yisheng Xiao, Juntao Li, Wenpeng Hu, Zhunchen Luo, Min Zhang |
| 2025 | CVPR | AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation. | Jingyi Xie, Jintao Yang, Zhunchen Luo, Yunbo Cao, Qiang Gao, Mengyuan Zhang, Wenpeng Hu |
| 2025 | IJCNN | Leveraging Statistical Machine Learning to Boost Large Language Models. | Zhiyu Ding, Wenpeng Hu, Jianyong Duan, Jiaxin Bai, Minghao Hu, Xian Zhou, Zhunchen Luo, Wei Luo |
| 2025 | IJCNN | Knowledge-Optimized Multi-Agent Dynamics Framework for Zero-Shot Relation Triplet Extraction. | Yu Tian, Minghao Hu, Jianyong Duan, Wenpeng Hu, Zhunchen Luo, Wei Luo |
| 2025 | IJCNN | Are Task-Specific Datasets the Be-All and End-All for LLM Performance? | Jintao Yang, Yushan Tan, Wenpeng Hu, Junyao Zhou, Zonghao Yang, Zhunchen Luo, Wei Luo |
| 2025 | IJCNN | TRRD: Enabling Accurate and Reliable Retrieval of Time-sensitive Information. | Junyao Zhou, Yushan Tan, ZiBo Yi, Xian Zhou, Ruiqing Du, Wenpeng Hu |
| 2024 | ICANN | REM: A Ranking-Based Automatic Evaluation Method for LLMs. | Jintao Yang, Yushan Tan, Wenpeng Hu, Zonghao Yang, Xian Zhou, Zhunchen Luo, Wei Luo |
| 2024 | IJCNN | Exploring Instruction Feature Adaptation for Event Argument Extraction in Large Language Models. | Zonghao Yang, Jintao Yang, Yushan Tan, Changhai Tian, Junyao Zhou, Jun Ma, Wenpeng Hu, Zhunchen Luo, Wei Luo |
| 2023 | EMNLP | Improved Training of Deep Text Clustering. | Zonghao Yang, Wenpeng Hu, Yushan Tan, Zhunchen Luo |
| 2022 | AAAI | Adaptive Orthogonal Projection for Batch and Online Continual Learning. | Yiduo Guo, Wenpeng Hu, Dongyan Zhao, Bing Liu |
| 2021 | AAAI | Predictive Adversarial Learning from Positive and Unlabeled Data. | Wenpeng Hu, Ran Le, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2021 | AAAI | Continual Learning by Using Information of Each Class Holistically. | Wenpeng Hu, Qi Qin, Mengyu Wang, Jinwen Ma, Bing Liu |
| 2020 | ACL | Feature Projection for Improved Text Classification. | Qi Qin, Wenpeng Hu, Bing Liu |
| 2020 | COLING | Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. | Wenpeng Hu, Ran Le, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2020 | COLING | Transformation of Dense and Sparse Text Representations. | Wenpeng Hu, Mengyu Wang, Bing Liu, Feng Ji, Jinwen Ma, Dongyan Zhao |
| 2020 | EMNLP | Using the Past Knowledge to Improve Sentiment Classification. | Qi Qin, Wenpeng Hu, Bing Liu |
| 2019 | ACL | One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues. | Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan |
| 2019 | CIKM | Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce. | Zhenxin Fu, Feng Ji, Wenpeng Hu, Wei Zhou, Dongyan Zhao, Haiqing Chen, Rui Yan |
| 2019 | CIKM | Towards Effective and Interpretable Person-Job Fitting. | Ran Le, Wenpeng Hu, Yang Song, Tao Zhang, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders. | Zhangming Chan, Juntao Li, Xiaopeng Yang, Xiuying Chen, Wenpeng Hu, Dongyan Zhao, Rui Yan |
| 2019 | EMNLP | Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations. | Ran Le, Wenpeng Hu, Mingyue Shang, Zhenjun You, Lidong Bing, Dongyan Zhao, Rui Yan |
| 2019 | ICLR | Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. | Wenpeng Hu, Zhou Lin, Bing Liu, Chongyang Tao, Zhengwei Tao, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2019 | IJCAI | GSN: A Graph-Structured Network for Multi-Party Dialogues. | Wenpeng Hu, Zhangming Chan, Bing Liu, Dongyan Zhao, Jinwen Ma, Rui Yan |
| 2019 | WSDM | Multi-Representation Fusion Network for Multi-Turn Response Selection in Retrieval-Based Chatbots. | Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan |
| 2018 | ICLR | Aspect-based Question Generation. | Wenpeng Hu, Bing Liu, Jinwen Ma, Dongyan Zhao, Rui Yan |
| 2017 | ACL | Neural System Combination for Machine Translation. | Long Zhou, Wenpeng Hu, Jiajun Zhang, Chengqing Zong |
| 2016 | COLING | Different Contexts Lead to Different Word Embeddings. | Wenpeng Hu, Jiajun Zhang, Nan Zheng |