| 2025 | Searching Society Over Large Heterogeneous Information Networks. | Xuan Liu, Lu Chen, Chengfei Liu, Rui Zhou |
| 2025 | Adaptive Data and Task Joint Scheduling for Multi-Task Learning. | Zeyu Liu, Heyan Chai, Chaoyang Li, Lingzhi Wang, Qing Liao |
| 2025 | Personalized Multi-Interest Modeling for Cross-Domain Recommendation to Cold-Start Users. | Xiaodong Li, Jiawei Sheng, Jiangxia Cao, Xinghua Zhang, Wenyuan Zhang, Yong Sun, Shirui Pan, Zhihong Tian, Tingwen Liu |
| 2025 | UMGAD: Unsupervised Multiplex Graph Anomaly Detection. | Xiang Li, Jianpeng Qi, Zhongying Zhao, Guanjie Zheng, Lei Cao, Junyu Dong, Yanwei Yu |
| 2025 | BGAE: Auto-encoding Multi-view Bipartite Graph Clustering (Extended Abstract). | Liang Li, Yuangang Pan, Jie Liu, Yue Liu, Xinwang Liu, Kenli Li, Ivor W. Tsang, Keqin Li |
| 2025 | Querying Templatized Document Collections with Large Language Models. | Yiming Lin, Madelon Hulsebos, Ruiying Ma, Shreya Shankar, Sepanta Zeighami, Aditya G. Parameswaran, Eugene Wu |
| 2025 | Structured Retrieval-Augmented Generation for Multi-Entity Question Answering over Heterogeneous Sources. | Teng Lin |
| 2025 | Simplifying Data Integration: SLM-Driven Systems for Unified Semantic Queries Across Heterogeneous Databases. | Teng Lin |
| 2025 | UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities. | Yangning Li, Qingsong Lv, Tianyu Yu, Yinghui Li, Xuming Hu, Wenhao Jiang, Haitao Zheng, Hui Wang |
| 2025 | Triangle Counting Over Signed Graphs with Differential Privacy. | Zening Li, Rong-Hua Li, Fusheng Jin |
| 2025 | A Novel Key Point based MLCS Algorithm for Big Sequences Mining (Extended Abstract). | Yanni Li, Bing Liu, Tihua Duan, Zhi Wang, Hui Li, Jiangtao Cui |
| 2025 | Effective Task Assignment in Mobility Prediction-Aware Spatial Crowdsourcing. | Huiling Li, Yafei Li, Wei Chen, Shuo He, Mingliang Xu, Jianliang Xu |
| 2025 | HC-SpMM: Accelerating Sparse Matrix-Matrix Multiplication for Graphs with Hybrid GPU Cores. | Zhonggen Li, Xiangyu Ke, Yifan Zhu, Yunjun Gao, Yaofeng Tu |
| 2025 | Efficient Integration of Multi-View Attributed Graphs for Clustering and Embedding. | Yiran Li, Gongyao Guo, Jieming Shi, Sibo Wang, Qing Li |
| 2025 | A Bilateral Perspective for Modeling Real-Time Traffic Trends in Live-Streaming Recommendation. | Rui Li, Pengyuan Gao, Haihan Li, Ling Chai, Shaohao Huang, Ting Xie |
| 2025 | Characterizing Submanifold Region for Out-of-Distribution Detection: (Extended Abstract). | Xuhui Li, Zhen Fang, Yonggang Zhang, Ning Ma, Jiajun Bu, Bo Han, Haishuai Wang |
| 2025 | leSAX Index: A Learned SAX Representation Index for Time Series Similarity Search. | Guozhong Li, Byron Choi, Rundong Zuo, Sourav S. Bhowmick, Jianliang Xu |
| 2025 | AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation. | Xiuwen Li, Qifeng Cai, Yang Shu, Chenjuan Guo, Bin Yang |
| 2025 | Ratel: Optimizing Holistic Data Movement to Fine-tune 100B Model on a Consumer GPU. | Changyue Liao, Mo Sun, Zihan Yang, Jun Xie, Kaiqi Chen, Binhang Yuan, Fei Wu, Zeke Wang |
| 2025 | Accelerating D-Core Maintenance over Dynamic Directed Graphs. | Xuankun Liao, Qing Liu, Jiaxin Jiang, Byron Choi, Bingsheng He, Jianliang Xu |
| 2025 | Training Data Distribution Estimation for Optimized Pre-training Data Management. | Hao Liang, Keshi Zhao, Yajie Yang, Bin Cui, Zenan Zhou, Wentao Zhang |
| 2025 | FedEcover: Fast and Stable Converging Model-Heterogeneous Federated Learning with Efficient-Coverage Submodel Extraction. | Juntao Liang, Lan Zhang, Xiangmou Qu, Jun Wang |
| 2025 | Training-Free Heterogeneous Graph Condensation via Data Selection. | Yuxuan Liang, Wentao Zhang, Xinyi Gao, Ling Yang, Chong Chen, Hongzhi Yin, Yunhai Tong, Bin Cui |
| 2025 | Tailoring the Shapley Value for In-Context Example Selection Towards Data Wrangling. | Zheng Liang, Hongzhi Wang, Xiaoou Ding, Zhiyu Liang, Chen Liang, Yafeng Tang, Jianzhong Qi |
| 2025 | Many Hands Make Light Work: Accelerating Edge Inference via Multi-Client Collaborative Caching. | Wenyi Liang, Jianchun Liu, Hongli Xu, Chunming Qiao, Liusheng Huang |