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


Jun 09, 2021
Xutong Liu, Jinhang Zuo, Xiaowei Chen, Wei Chen, John C. S. Lui


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Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits


Nov 06, 2020
Siwei Wang, Longbo Huang, John C. S. Lui


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Online Competitive Influence Maximization


Jun 24, 2020
Jinhang Zuo, Xutong Liu, Carlee Joe-Wong, John C. S. Lui, Wei Chen


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Combining Offline Causal Inference and Online Bandit Learning for Data Driven Decisions


Jan 16, 2020
Li Ye, Yishi Lin, Hong Xie, John C. S. Lui

* 19 pages, 10 figures, 7 tables 

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Toward Building Conversational Recommender Systems: A Contextual Bandit Approach


Jun 04, 2019
Xiaoying Zhang, Hong Xie, Hang Li, John C. S. Lui

* 12 pages 

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Community Exploration: From Offline Optimization to Online Learning


Nov 18, 2018
Xiaowei Chen, Weiran Huang, Wei Chen, John C. S. Lui

* full version of the nips'18 paper 

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Graphlet Count Estimation via Convolutional Neural Networks


Oct 07, 2018
Xutong Liu, Yu-Zhen Janice Chen, John C. S. Lui, Konstantin Avrachenkov

* Extended Abstract Accepted by Complex Networks 2018 

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Beyond the Click-Through Rate: Web Link Selection with Multi-level Feedback


May 04, 2018
Kun Chen, Kechao Cai, Longbo Huang, John C. S. Lui

* 8 pages, 12 figures 

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Multi-level Feedback Web Links Selection Problem: Learning and Optimization


Sep 08, 2017
Kechao Cai, Kun Chen, Longbo Huang, John C. S. Lui

* 8 pages (with full proof), 4 figures, ICDM 2017 technical report 

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Online Robust Subspace Tracking from Partial Information


Sep 20, 2011
Jun He, Laura Balzano, John C. S. Lui

* 28 pages, 12 figures 

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