Xiao Tan

According to our database, Xiao Tan authored at least 6 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

NoTeNet: Normalized Mutual Information-Driven Tuning-free Dynamic Dependence Network Inference Method for Multimodal Data.

Xiao Tan, Yangyang Shen, Yan Zhang, Jingwen Shao, Dian Shen, Meng Wang, Beilun Wang

Proceedings of the ACM on Web Conference 2025, 2025

2024

FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings.

Xiao Tan, Yiqin Wang, Yangyang Shen, Dian Shen, Meng Wang, Peibo Duan, Beilun Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Large Covariance Estimation from Streaming Data with Knowledge-Based Sketch Matrix.

Xiao Tan, Zhaoyang Wang, Meng Wang, Dian Shen, Weitong Chen, Beilun Wang

Proceedings of the Database Systems for Advanced Applications, 2024

Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix.

Xiao Tan, Zhaoyang Wang, Hao Qian, Jun Zhou, Peibo Duan, Dian Shen, Meng Wang, Beilun Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Graph Inference via the Energy-efficient Dynamic Precision Matrix Estimation with One-bit Data.

Xiao Tan, Yangyang Shen, Meng Wang, Beilun Wang

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2021

Fast and Privacy-Preserving Federated Joint Estimator of Multi-sUGMs.

Xiao Tan, Tianyi Ma, Tongtong Su

IEEE Access, 2021