Publications

2024

• Adversarial Attacks on Cooperative Multi-agent Bandits.
  Jinhang Zuo^*, Zhiyao Zhang^*, Xuchuang Wang^*, Cheng Chen, Shuai Li, John C.S. Lui, Mohammad Hajiesmaili, Adam Wierman. (*Equal Contribution)
  Preprint. [arXiv]

• Edge-MSL: Split Learning on the Mobile Edge via Multi-Armed Bandits.
  Taejin Kim, Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong.
  Accepted to IEEE INFOCOM, 2024.

• Learning Context-Aware Probabilistic Maximum Coverage Bandits: A Variance-Adaptive Approach.
  Xutong Liu, Jinhang Zuo, Junkai Wang, Zhiyong Wang, Yuedong Xu, John C.S. Lui.
  Accepted to IEEE INFOCOM, 2024.

• The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting.
  Adam Lechowicz, Nicolas Christianson, Jinhang Zuo, Noman Bashir, Mohammad Hajiesmaili, Adam Wierman, Prashant Shenoy.
  Accepted to SIGMETRICS, 2024. [arXiv]

2023

• Adversarial Attacks on Online Learning to Rank with Click Feedback.
  Jinhang Zuo, Zhiyao Zhang, Zhiyong Wang, Shuai Li, Mohammad Hajiesmaili, Adam Wierman.
  Accepted to NeurIPS, 2023. [arXiv]

• Variance-Adaptive Algorithm for Probabilistic Maximum Coverage Bandits with General Feedback.
  Xutong Liu^*, Jinhang Zuo^*, Hong Xie, Carlee Joe-Wong, John C.S. Lui. (*Equal contribution)
  Accepted to INFOCOM, 2023. (252/1312=19%)

• Learning with Side Information: Online Resource Control for 5G/6G Disaggregated RANs.
  Xiaoxi Zhang, Jinhang Zuo^#, Zhe Huang, Zhi Zhou, Xu Chen, Carlee Joe-Wong. (#Corresponding author)
  Accepted to IEEE Journal on Selected Areas in Communications (JSAC), 2023.

• Contextual Combinatorial Bandits with Probabilistically Triggered Arms.
  Xutong Liu, Jinhang Zuo, Siwei Wang, John C.S. Lui, Mohammad Hajiesmaili, Adam Wierman, Wei Chen.
  Accepted to ICML, 2023. (1827/6538=27%). [arXiv]

• Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning.
  Yi Hu, Jinhang Zuo, Bob Iannucci, Carlee Joe-Wong.
  Accepted to IEEE International Conference on Sensing, Communication, and Networking (SECON), 2023. (43/182=23%). [arXiv]

2022

• Online Competitive Influence Maximization.
  Jinhang Zuo, Xutong Liu, Carlee Joe-Wong, John C.S. Lui, Wei Chen.
  The 25th International Conference on Artificial Intelligence and Statistics (AISTATS), 2022. (492/1685=29%) [arXiv]

• Hierarchical Conversational Preference Elicitation with Bandit Feedback.
  Jinhang Zuo, Songwen Hu, Tong Yu, Shuai Li, Handong Zhao, Carlee Joe-Wong.
  The 31st ACM International Conference on Information & Knowledge Management (CIKM), 2022. (621/2257=28%) [arXiv]

• Correlated Combinatorial Bandits for Online Resource Allocation.
  Samarth Gupta^*, Jinhang Zuo^*, Carlee Joe-Wong, Gauri Joshi, Osman Yağan. (*Equal contribution)
  The Twenty-Third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing (MobiHoc), 2022. (24/121=19%) [pdf].
  Preliminary version received the Best Poster Award at ACM SIGMETRICS 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.
  Accepted to NeurIPS, 2022. (2665/10411=25%) [arXiv]

• Rhythmic RFID Authentication.
  Jiawei Li, Chuyu Wang, Ang Li, Dianqi Han, Yan Zhang, Jinhang Zuo, Rui Zhang, Lei Xie, Yanchao Zhang.
  IEEE/ACM Transactions on Networking (Early Access), 2022. [link]

2021

• Combinatorial Multi-armed Bandits for Resource Allocation.
  Jinhang Zuo, Carlee Joe-Wong.
  The 55th Annual Conference on Information Sciences and Systems (CISS), 2021. (Invited Paper) [arXiv]

• 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.
  The 38th International Conference on Machine Learning (ICML), 2021. (Long Oral, 166/5513=3%) [arXiv]

2020 and Before

• Observe Before Play: Multi-armed Bandit with Pre-Observations.
  Jinhang Zuo, Xiaoxi Zhang and Carlee Joe-Wong.
  The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020. (1591/7737=20%) [arXiv]

• RF-Rhythm: Secure and Usable Two-Factor RFID Authentication.
  Jiawei Li, Chuyu Wang, Ang Li, Dianqi Han, Yan Zhang, Jinhang Zuo, Rui Zhang, Lei Xie, Yanchao Zhang.
  IEEE International Conference on Computer Communications (INFOCOM), 2020. [arXiv]

• SmartWAZ: Design and Implementation of a Smart WiFi Access System Assisted by Zigbee.
  Bo Zhang, Jinhang Zuo, Weiwei Mao.
  IEEE Access, 2019. [pdf]