| 2026 | ACL | Bridging Reasoning and Action: Hybrid LLM-RL Framework for Efficient Cross-Domain Task-Oriented Dialogue. | Yangyang Zhao, Linfan Dai, Li Cai, Bowen Xing, Libo Qin |
| 2025 | ACL | Align²LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation. | Hongzhe Huang, Jiang Liu, Zhewen Yu, Li Cai, Dian Jiao, Wenqiao Zhang, Siliang Tang, Juncheng Li, Hao Jiang, Haoyuan Li, Yueting Zhuang |
| 2025 | DATE | A Two-level SLC Cache Hierarchy for Hybrid SSDs. | Li Cai, Zhibing Sha, Jun Li, Jiaojiao Wu, Huanhuan Tian, Zhigang Cai, Jianwei Liao |
| 2025 | NAACL | LSDC: An Efficient and Effective Large-Scale Data Compression Method for Supervised Fine-tuning of Large Language Models. | Zhaoguang Long, Yuhao Zhou, Shangqing Zhao, Yupei Ren, Li Cai, Chenghao Jia, Zhe Chen, Zhe Fang, Yuxiang Song, Man Lan |
| 2024 | ACL | Are U a Joke Master? Pun Generation via Multi-Stage Curriculum Learning towards a Humor LLM. | Yang Chen, Chong Yang, Tu Hu, Xinhao Chen, Man Lan, Li Cai, Xinlin Zhuang, Xuan Lin, Xin Lu, Aimin Zhou |
| 2024 | EMNLP | Towards Explainable Chinese Native Learner Essay Fluency Assessment: Dataset, Tasks, and Method. | Xinshu Shen, Hongyi Wu, Yadong Zhang, Man Lan, Xiaopeng Bai, Shaoguang Mao, Yuanbin Wu, Xinlin Zhuang, Li Cai |
| 2023 | ACL | Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints. | Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao |
| 2023 | ACL | Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network. | Yao Xu, Shizhu He, Li Cai, Kang Liu, Jun Zhao |
| 2023 | EMNLP | Query2Triple: Unified Query Encoding for Answering Diverse Complex Queries over Knowledge Graphs. | Yao Xu, Shizhu He, Cunguang Wang, Li Cai, Kang Liu, Jun Zhao |
| 2023 | ICASSP | Learning to Build Reasoning Chains by Reliable Path Retrieval. | Minjun Zhu, Yixuan Weng, Shizhu He, Cunguang Wang, Kang Liu, Li Cai, Jun Zhao |
| 2023 | IJCAI | An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation. | Li Cai, Xin Mao, Youshao Xiao, Changxu Wu, Man Lan |
| 2023 | IECON | Online Fault Detection Based on Kernel Perceptron for Evolving Features. | Dandan Zhao, Peng Zhang, Jiajun Chen, Li Cai, Renpeng Mo |
| 2022 | COLING | A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs. | Li Cai, Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, Man Lan |
| 2021 | HPCC | Attention-based F-UNet for Remote Sensing Image Fusion. | Pingfan Zhang, Qian Jiang, Li Cai, Ruxin Wang, Puming Wang, Xin Jin |
| 2021 | ICWSM | How Medical Crowdfunding Helps People? A Large-scale Case Study on the Waterdrop Fundraising. | Junjie Huang, Huawei Shen, Qi Cao, Li Cai, Xueqi Cheng |
| 2013 | PIMRC | Game theory based relay vehicle selection for VANET. | Bin Yang, Xiao Sun, Rong Chai, Li Cai, Xizhe Yang |
| 2012 | CIKM | Exploring the existing category hierarchy to automatically label the newly-arising topics in cQA. | Guangyou Zhou, Li Cai, Kang Liu, Jun Zhao |
| 2012 | DCAI | A Classification Method of Knowledge Cards in Japanese and Chinese by Using Domain-Specific Dictionary. | Xiaopeng Liu, Li Cai, Masanori Akiyoshi, Norihisa Komoda |
| 2011 | ACL | Phrase-Based Translation Model for Question Retrieval in Community Question Answer Archives. | Guangyou Zhou, Li Cai, Jun Zhao, Kang Liu |
| 2011 | ACL | Exploiting Web-Derived Selectional Preference to Improve Statistical Dependency Parsing. | Guangyou Zhou, Jun Zhao, Kang Liu, Li Cai |
| 2011 | CIKM | Large-scale question classification in cQA by leveraging Wikipedia semantic knowledge. | Li Cai, Guangyou Zhou, Kang Liu, Jun Zhao |
| 2011 | IJCNLP | Learning the Latent Topics for Question Retrieval in Community QA. | Li Cai, Guangyou Zhou, Kang Liu, Jun Zhao |
| 2011 | IJCNLP | Improving Dependency Parsing with Fined-Grained Features. | Guangyou Zhou, Li Cai, Kang Liu, Jun Zhao |