| 2025 | VF-FD: Feature Deduplication for Vertical Federated Learning. | Ziyi Li, Xiao Yan, Yuanyuan Zhu, Ruixuan Zhang, Hao Huang, Qinbo Zhang, Guojia Wan, Jiawei Jiang |
| 2025 | Enhancing Protein-Ligand Binding Affinity Prediction via Parameter-Efficient Fine-Tuning of Protein and Chemical Language Models. | Ruikang Li, Jiaxian Yan, Kai Zhang, Yanjiang Chen, Qi Liu, Min Gao, Enhong Chen |
| 2025 | Chain-of-Thought Prompting with Causal Intervention for Multimodal Aspect-Based Sentiment Analysis. | Maolin Li, Zhuopan Yang, Haoran Xie, Lap-Kei Lee, Fu Lee Wang, Yi Yu, Zhenguo Yang |
| 2025 | Bridging the Gap Between Sparse Matrix Reordering and Factorization: A Deep Learning Framework for Fill-in Reduction. | Ziwei Li, Tao Yuan, Shuzi Niu, Huiyuan Li |
| 2025 | Semantic Gaussian Mixture Variational Autoencoder for Sequential Recommendation. | Beibei Li, Tao Xiang, Beihong Jin, Yiyuan Zheng, Rui Zhao |
| 2025 | PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-Consistency. | Zhishuai Li, Xiang Wang, Jingjing Zhao, Sun Yang, Guoqing Du, Xiaoru Hu, Bin Zhang, Yuxiao Ye, Ziyue Li, Hangyu Mao, Rui Zhao |
| 2025 | Sketch-Based Poetry Retrieval with Unsupervised Vision-and-Language Pre-training. | Yuqing Li, Yuting Wei, Yangfu Zhu, Bin Wu |
| 2025 | Personalized Federated Multi-Center Medical Data Analysis with Local and Global Uncertainty. | Shengrong Li, Mingming Wang, Shuai Xu, Daoqiang Zhang, Qi Zhu |
| 2025 | JurisNexus [inline-graphic not available: see fulltext]: Enhancing Legal Judgment Prediction via Cross-Reasoning-Chain Representation Learning Mechanism. | Pengjie Liu, Xiaoqing Zhang, Yulong Ding, Shuang-Hua Yang |
| 2025 | OFTEN: Graph Invariant Learning via Soft Environment Inference. | Yang Liu, Zikun Zhang, Xiang Ao, Lingxiang Tian, Qing He |
| 2025 | CDIVR: Cognitive Dissonance-Aware Interactive Video Recommendation. | Sicong Liu, Ke Yan, Haojie Shi, Ming Jia |
| 2025 | Structural Entropy Based Spatio-Temporal Sequence Forecasting. | Daliang Liu, Kun Yue, Wenjie Liu, Xiang Chen, Liang Duan |
| 2025 | Mining Denoising Complementarity and Consistent Consensus for Unsupervised Multiplex Graph Representation Learning. | Chang Liu, Zengyi Wo, Minglai Shao, Wenjun Wang, Qin Tian |
| 2025 | Learning Accurate, Efficient, and Interpretable MLPs on Multiplex Graphs via Node-Wise Multi-view Ensemble Distillation. | Yunhui Liu, Zhen Tao, Xiang Zhao, Jianhua Zhao, Tao Zheng, Tieke He |
| 2025 | RasterPIP: Answering Point-in-Polygon Query with GPU-Native Transformation and Rasterization. | Ziang Liu, Hui Li, Yingfan Liu, Hua Tong, Zhenning Shi, Hui Zhang, Jiangtao Cui |
| 2025 | HierLLM: Hierarchical Large Language Model for Question Recommendation. | Yuxuan Liu, Haipeng Liu, Ting Long |
| 2025 | Personalized Education with Ranking Alignment Recommendation. | Haipeng Liu, Yuxuan Liu, Ting Long |
| 2025 | MoEPlan: A Lazy Learned Query-Selection Optimizer via Mixture of Optimizer Experts. | Suchen Liu, Jun Gao, Yinjun Han, Yang Lin |
| 2025 | Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation. | Yuting Liu, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang |
| 2025 | Structure-Aware Self-supervised Graph Representation Learning. | Lingwen Liu, Peng Cao, Guangqi Wen, Zhuolin Jia, Jinzhu Yang, Weiping Li, Osmar R. Zaane |
| 2025 | STSC-Net: Leveraging Spatial, Temporal, and Semantic Context for Road Network Trajectory Prediction. | Qingjie Liu, Meng Chen, Li Pan |
| 2025 | From Static to Dynamic: GNNs-Driven Clinical Decision-Making Assistance. | Shiyi Lin, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao, Jiachang Hao, Haifeng Sun |
| 2025 | CoANBR: A Collaborative Aggregation Model for Next Basket Recommendation with Time-Independent Sequence Modeling. | Li Lin, Kaiwen Xia, Haotian Shen, Shuai Wang |
| 2025 | Driver Recipient Selection for Traffic Safety Education via Uplift Modeling. | Mingqian Li, Mo Li, Panrong Tong, Zhongming Jin |
| 2025 | Rule Mining from Text: A Semantic-Relational Logic Approach. | Jingbin Li, Xueli Liu, Mingyu Gao, Jian Yu, Wenjun Wang |