| 2025 | DataSculpt: A Holistic Data Management Framework for Long-Context LLMs Training. | Keer Lu, Xiaonan Nie, Zheng Liang, Da Pan, Shusen Zhang, Keshi Zhao, Weipeng Chen, Zenan Zhou, Guosheng Dong, Bin Cui, Wentao Zhang |
| 2025 | M | Yuchen Li, Hao Zhang, Yongqi Zhang, Xinyu Ma, Wenwen Ye, Naifei Song, Shuaiqiang Wang, Haoyi Xiong, Dawei Yin, Lei Chen |
| 2025 | SwiftDP: An Efficient Framework for Automated Data Preparation Pipeline Generation. | Liangwei Li, Yiyi Zhang, Ning Wang |
| 2025 | TDT: Tensor Based Directed Truss Decomposition. | Guojing Li, Yuanyuan Zhu, Junchao Ma, Ming Zhong, Tieyun Qian, Jeffrey Xu Yu |
| 2025 | Clique Comparator: A Fundamental Operator for Finding a Concise Clique Summary. | Xiaofan Li, Rui Zhou, Lu Chen, Chengfei Liu |
| 2025 | CDA: Cost-Sensitive Data Acquisition for Incomplete Datasets. | Kaiyu Li, Xiaohui Yu, Jian Pei |
| 2025 | LORE: Learning-Based Resource Recommendation for Big Data Queries. | Yan Li, Liwei Wang, Bolong Zheng, Zhiyong Peng |
| 2025 | pFSSL-D: Generalization Meets Personalization in Dual-Phase Federated Semi-Supervised Learning. | Yuting Li, Wenhua Wang, Tian Wang |
| 2025 | An Overview of Path Queries on Graphs. | Wentao Li, Dong Wen, Lu Qin, Ying Zhang |
| 2025 | Online Timestamp-Based Transactional Isolation Checking of Database Systems. | Hexu Li, Hengfeng Wei, Hongrong Ouyang, Yuxing Chen, Na Yang, Ruohao Zhang, Anqun Pan |
| 2025 | Efficient Dynamic Attributed Graph Generation. | Fan Li, Xiaoyang Wang, Dawei Cheng, Cong Chen, Ying Zhang, Xuemin Lin |
| 2025 | Approximate Vector Set Search: A Bio-Inspired Approach for High-Dimensional Spaces. | Yiqi Li, Sheng Wang, Zhiyu Chen, Shangfeng Chen, Zhiyong Peng |
| 2025 | Privacy-Preserving Approximate Nearest Neighbor Search on High-Dimensional Data. | Yingfan Liu, Yandi Zhang, Jiadong Xie, Hui Li, Jeffrey Xu Yu, Jiangtao Cui |
| 2025 | Enhancing Large Language Models with Pseudo-and Multisource-Knowledge Graphs for Open-ended Question Answering. | Jiaxiang Liu, Tong Zhou, Yubo Chen, Jun Zhao, Kang Liu |
| 2025 | CrossST: An Efficient Pre-Training Framework for Cross-District Pattern Generalization in Urban Spatio-Temporal Forecasting. | Aoyu Liu, Yaying Zhang |
| 2025 | HiVQ: A Real-time Interactive Visual Query System on Geospatial Big Data. | Zebang Liu, Anran Yang, Mengyu Ma, Luo Chen, Jiali Zhou, Ning Jing |
| 2025 | Efficient Unsupervised Graph Embedding with Attributed Graph Reduction and Dual-Level Loss: (Extended Abstract). | Ziyang Liu, Chaokun Wang, Hao Feng, Ziyang Chen |
| 2025 | Optimizing Join Orders via Constrained Quadratic Models (Abstract). | Hanwen Liu, Pranshi Saxena, Federico M. Spedalieri, Ibrahim Sabek |
| 2025 | LOVO: Efficient Complex Object Query in Large-Scale Video Datasets. | Yuxin Liu, Yuezhang Peng, Hefeng Zhou, Hongze Liu, Xinyu Lu, Jiong Lou, Chentao Wu, Wei Zhao, Jie Li |
| 2025 | Extendible RDMA-Based Remote Memory KV Store with Dynamic Perfect Hashing Index. | Zirui Liu, Xian Niu, Wei Zhou, Yisen Hong, Zhouran Shi, Tong Yang, Yuchao Zhang, Yuhan Wu, Yikai Zhao, Zhuochen Fan, Bin Cui |
| 2025 | Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Knowledge Distillation. | Chenxi Liu, Hao Miao, Qianxiong Xu, Shaowen Zhou, Cheng Long, Yan Zhao, Ziyue Li, Rui Zhao |
| 2025 | Robust and Consistent Anchor Graph Learning for Multi-View Clustering (Extended Abstract). | Suyuan Liu, Qing Liao, Siwei Wang, Xinwang Liu, En Zhu |
| 2025 | SIGMA: An Efficient Heterophilous Graph Neural Network with Fast Global Aggregation. | Haoyu Liu, Ningyi Liao, Siqiang Luo |
| 2025 | BitTuner: A Toolbox for Automatically Configuring Learned Data Compressors. | Qiyu Liu, Yuxin Luo, Mengke Cui, Siyuan Han, Jingshu Peng, Jin Li, Lei Chen |
| 2025 | PGB: Benchmarking Differentially Private Synthetic Graph Generation Algorithms. | Shang Liu, Hao Du, Yang Cao, Bo Yan, Jinfei Liu, Masatoshi Yoshikawa |