Xutong Liu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Multi Armed Bandits

Online Learning

Influence Maximization

Asynchronous Communication

Top Venues

Publications

Hantao Yang, Xutong Liu, Zhiyong Wang, Hong Xie, John C. S. Lui, Defu Lian, Enhong Chen
Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users. AAAI (2024)
Xiangxiang Dai, Zeyu Zhang, Peng Yang, Yuedong Xu, Xutong Liu, John C. S. Lui
AxiomVision: Accuracy-Guaranteed Adaptive Visual Model Selection for Perspective-Aware Video Analytics. CoRR (2024)
Xutong Liu, Siwei Wang, Jinhang Zuo, Han Zhong, Xuchuang Wang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, John C. S. Lui, Wei Chen
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond. CoRR (2024)
Xutong Liu, Jinhang Zuo, Junkai Wang, Zhiyong Wang, Yuedong Xu, John C. S. Lui
Learning Context-Aware Probabilistic Maximum Coverage Bandits: A Variance-Adaptive Approach. INFOCOM (2024)
Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad H. Hajiesmaili, Adam Wierman, Wei Chen
Contextual Combinatorial Bandits with Probabilistically Triggered Arms. CoRR (2023)
Xutong Liu, Jinhang Zuo, Siwei Wang, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen
Contextual Combinatorial Bandits with Probabilistically Triggered Arms. ICML (2023)
Xutong Liu, Jinhang Zuo, Hong Xie, Carlee Joe-Wong, John C. S. Lui
Variance-Adaptive Algorithm for Probabilistic Maximum Coverage Bandits with General Feedback. INFOCOM (2023)
Zhiyong Wang, Xutong Liu, Shuai Li, John C. S. Lui
Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits. AAAI (2023)
Kechao Cai, Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui
Learning With Guarantee Via Constrained Multi-Armed Bandit: Theory and Network Applications. IEEE Trans. Mob. Comput. 22 (9) (2023)
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
On-Demand Communication for Asynchronous Multi-Agent Bandits. CoRR (2023)
Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui
Achieving Near-Optimal Individual Regret & Low Communications in Multi-Agent Bandits. ICLR (2023)
Yu-Zhen Janice Chen, Lin Yang, Xuchuang Wang, Xutong Liu, Mohammad H. Hajiesmaili, John C. S. Lui, Don Towsley
On-Demand Communication for Asynchronous Multi-Agent Bandits. AISTATS (2023)
Jinhang Zuo, Xutong Liu, Carlee Joe-Wong, John C. S. Lui, Wei Chen
Online Competitive Influence Maximization. AISTATS (2022)
Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C. S. Lui, Wei Chen
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms. NeurIPS (2022)
Xutong Liu, Haoru Zhao, Tong Yu, Shuai Li, John C. S. Lui
Federated Online Clustering of Bandits. CoRR (2022)
Xutong Liu, Haoru Zhao, Tong Yu, Shuai Li, John C. S. Lui
Federated online clustering of bandits. UAI (2022)
Xutong Liu, Jinhang Zuo, Siwei Wang, Carlee Joe-Wong, John C. S. Lui, Wei Chen
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms. CoRR (2022)
Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning. CoRR (2021)
Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui
Multi-layered Network Exploration via Random Walks: From Offline Optimization to Online Learning. ICML (2021)
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov
Learning to count: A deep learning framework for graphlet count estimation. Netw. Sci. 9 (S1) (2021)
Jinhang Zuo, Xutong Liu, Carlee Joe-Wong, John C. S. Lui, Wei Chen
Online Competitive Influence Maximization. CoRR (2020)
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov
Graphlet Count Estimation via Convolutional Neural Networks. CoRR (2018)
Kechao Cai, Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui
An Online Learning Approach to Network Application Optimization with Guarantee. INFOCOM (2018)