Xiao Tan

According to our database, Xiao Tan authored at least 10 papers between 2021 and 2026.

Collaborative distances:

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

2026

Identification of Influential Node Group in Attributed Graph through Explaining Graph Neural Network.

Xiao Tan, Tongtong Su, Jiayi Wu, Yan Zhang, Binghui Xu, Dian Shen, Meng Wang, Beilun Wang

Proceedings of the ACM Web Conference 2026, 2026

LiGen: Active Lipid Generation via a Molecular Language Model.

Ying Zhan, Xiuqi Tang, Yan Zhang, Xiao Tan, Dian Shen, Zhou Yu, Beilun Wang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

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

Bi-perspective Splitting Defense: Achieving Clean-Seed-Free Backdoor Security.

Yangyang Shen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Information-Agnostic Model Poisoning Attacks Against Byzantine-Robust Federated Learning.

Yan Zhang, Yueyao Chen, Xiao Tan, Dian Shen, Meng Wang, Beilun Wang

Proceedings of the Database Systems for Advanced Applications, 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 37: 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