Xutong Liu

According to our database, Xutong Liu authored at least 14 papers between 2018 and 2023.

Collaborative distances:

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

2023

Learning With Guarantee Via Constrained Multi-Armed Bandit: Theory and Network Applications.

Kechao Cai, Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui

IEEE Trans. Mob. Comput., September, 2023

Contextual Combinatorial Bandits with Probabilistically Triggered Arms.

Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad H. Hajiesmaili, Adam Wierman, Wei Chen

CoRR, 2023

Variance-Adaptive Algorithm for Probabilistic Maximum Coverage Bandits with General Feedback.

Xutong Liu, Jinhang Zuo, Hong Xie, Carlee Joe-Wong, John C. S. Lui

Proceedings of the IEEE INFOCOM 2023, 2023

Contextual Combinatorial Bandits with Probabilistically Triggered Arms.

Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen

Proceedings of the International Conference on Machine Learning, 2023

Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits.

Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On-Demand Communication for Asynchronous Multi-Agent Bandits.

Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits.

Zhiyong Wang, Xutong Liu, Shuai Li, John C. S. Lui

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Federated online clustering of bandits.

Xutong Liu, Haoru Zhao, Tong Yu, Shuai Li, John C. S. Lui

Proceedings of the Uncertainty in Artificial Intelligence, 2022

Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms.

Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C. S. Lui, Wei Chen

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Online Competitive Influence Maximization.

Jinhang Zuo, Xutong Liu, Carlee Joe-Wong, John C. S. Lui, Wei Chen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Learning to count: A deep learning framework for graphlet count estimation.

Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov

Netw. Sci., October, 2021

Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning.

Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui

Proceedings of the 38th International Conference on Machine Learning, 2021

2018

Graphlet Count Estimation via Convolutional Neural Networks.

Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov

CoRR, 2018

An Online Learning Approach to Network Application Optimization with Guarantee.

Kechao Cai, Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018