Publications

Resource
Conference DDLs

Publication Statistics by Area

Database (DB)
6
Data Mining (DM)
2
Machine Learning (ML)
1
ML Systems (MLSYS)
1

Total: 10 publications

Xianzhi Zeng, Jiangneng Li, Gao Cong (2026). To Explore The Strange New World Beyond Data Distribution: System Behavior, Causality Tax, and Non-causal Base Model. arXiv preprint. ML
Preprint
Jiangneng Li, Gao Cong, Xiaohui Bei (2026). DUSTER: A Deduplication Framework for Efficient Point Cloud Storage and Retrieval. VLDB Journal. DB
PDF Code
Ziqi Yin, Jianyang Gao, Peiqi Yin, Jiangneng Li, Gao Cong (2026). LiteTopK: Exploiting the Curse of Dimensionality for a Fused Indexer-TopK Kernel in Long-Context Sparse Attention. arXiv preprint. MLSYS
Preprint Code
Jiangneng Li, Yuang Liu, Zheng Wang, Gao Cong, Cheng Long, Walid G. Aref, Han Mao Kiah, Bin Cui (2026). BMTree: Designing, Learning, and Updating Piecewise Space-Filling Curves for Multi-Dimensional Data Indexing. TKDE. DB
PDF Technical Report
Jiangneng Li, Haitao Yuan, Jie Wang, Ziting Wang, Han Mao Kiah, Gao Cong (2025). Demonstrating MAST: An Efficient System for Point Cloud Data Analytics. SIGMOD 2025 (Demo). DB
PDF
Jiangneng Li, Haitao Yuan, Gao Cong, Han Mao Kiah, Shuhao Zhang (2025). MAST: Towards Efficient Analytical Query Processing on Point Cloud Data. SIGMOD 2025. DB
PDF Code
Jiangneng Li, Zheng Wang, Gao Cong, Cheng Long, Han Mao Kiah, Bin Cui (2023). Towards Designing and Learning Piecewise Space-Filling Curves. VLDB 2023. DB
PDF Code Slides Video
Zheng Wang, Mingrui Liu, Cheng Long, Qianru Zhang, Jiangneng Li, Chunyan Miao (2022). On Inferring User Socioeconomic Status with Mobility Records. IEEE Big Data 2022. DM
PDF
Yuxing Han, Ziniu Wu, Peizhi Wu, Rong Zhu, Jingyi Yang, Liang Wei Tan, Kai Zeng, Gao Cong, Yanzhao Qin, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Jiangneng Li, Bin Cui (2022). Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation. VLDB 2022. DB
PDF
Tianshu Song, Ke Xu, Jiangneng Li, Yiming Li, Yongxin Tong (2019). Multi-skill aware task assignment in real-time spatial crowdsourcing. Geoinformatica. DM
PDF