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ORCIDJohn C. S. Lui
John Chi-Shing Lui
Person information
- affiliation: Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong
- affiliation (PhD): University of California at Los Angeles, CA, USA
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2020 – today
- 2024
[j237]Weibo Chu
, Xiaoyan Zhang, Xinming Jia, John C. S. Lui, Zhiyong Wang:
Online optimal service caching for multi-access edge computing: A constrained Multi-Armed Bandit optimization approach. Comput. Networks 246: 110395 (2024)- [j236]Weibo Chu, Xinming Jia, Zhiwen Yu, John C. S. Lui, Yi Lin:
On incentivizing resource allocation and task offloading for cooperative edge computing. Comput. Networks 246: 110428 (2024) - [j235]Yi-Han Chiang, Koudai Terai, Tsung-Wei Chiang, Hai Lin, Yusheng Ji, John C. S. Lui:
Optimal Transport-Based One-Shot Federated Learning for Artificial Intelligence of Things. IEEE Internet Things J. 11(2): 2166-2180 (2024) - [j234]Hangcheng Cao, Daibo Liu, Hongbo Jiang, Chao Cai, Tianyue Zheng, John C. S. Lui, Jun Luo:
HandKey: Knocking-Triggered Robust Vibration Signature for Keyless Unlocking. IEEE Trans. Mob. Comput. 23(1): 520-534 (2024) - [j233]Xingxia Dai, Zhu Xiao, Hongbo Jiang, John C. S. Lui:
UAV-Assisted Task Offloading in Vehicular Edge Computing Networks. IEEE Trans. Mob. Comput. 23(4): 2520-2534 (2024) - [j232]Weibo Chu, Xinming Jia, Zhiwen Yu, John C. S. Lui, Yi Lin:
Joint Service Caching, Resource Allocation and Task Offloading for MEC-Based Networks: A Multi-Layer Optimization Approach. IEEE Trans. Mob. Comput. 23(4): 2958-2975 (2024) - [j231]Xiong Wang, Jiancheng Ye, John C. S. Lui:
Online Learning Aided Decentralized Multi-User Task Offloading for Mobile Edge Computing. IEEE Trans. Mob. Comput. 23(4): 3328-3342 (2024) - [j230]Xuchuang Wang, Hong Xie, John C. S. Lui:
Analyzing Queueing Problems via Bandits With Linear Reward & Nonlinear Workload Fairness. IEEE Trans. Mob. Comput. 23(4): 3410-3423 (2024) - [j229]Shangshang Wang, Ziyu Shao, John C. S. Lui:
Next-Word Prediction: A Perspective of Energy-Aware Distributed Inference. IEEE Trans. Mob. Comput. 23(5): 5695-5708 (2024) - [j228]Jinlong Pang, Ziyi Han, Ruiting Zhou, Renli Zhang, John C. S. Lui, Hao Chen:
Eris: An Online Auction for Scheduling Unbiased Distributed Learning Over Edge Networks. IEEE Trans. Mob. Comput. 23(6): 7196-7209 (2024) - [j227]Van An Le, Yusheng Ji, Huu Huy Tran, Phi Le Nguyen, John C. S. Lui:
Achieving Multi-Time-Step Segment Routing via Traffic Prediction and Compressive Sensing Techniques. IEEE Trans. Netw. Serv. Manag. 21(2): 1534-1549 (2024) - [j226]Xiong Wang, Jiancheng Ye, John C. S. Lui:
Mean Field Graph Based D2D Collaboration and Offloading Pricing in Mobile Edge Computing. IEEE/ACM Trans. Netw. 32(1): 491-505 (2024) - [j225]Junzhou Zhao, Pinghui Wang, Wei Zhang, Zhaosong Zhang, Maoli Liu, Jing Tao, John C. S. Lui:
Tracking Influencers in Decaying Social Activity Streams With Theoretical Guarantees. IEEE/ACM Trans. Netw. 32(2): 1461-1476 (2024) - [c251]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: 20596-20603 - [c250]Russell Lee, Bo Sun, Mohammad Hajiesmaili, John C. S. Lui:
Online Search with Predictions: Pareto-optimal Algorithm and its Applications in Energy Markets. e-Energy 2024: 50-71 - [c249]Tao Li, Yongkun Li, Wenzhe Zhu, Yinlong Xu, John C. S. Lui:
MinFlow: High-performance and Cost-efficient Data Passing for I/O-intensive Stateful Serverless Analytics. FAST 2024: 311-327 - [c248]Linhui Wei, Tien Thanh Le, Yusheng Ji, Mingqian Wang, Yu Liu, Yumei Wang, John C. S. Lui:
Towards Efficient Traffic Engineering via Distributed Optimization in Large-Scale LEO Constellation. ICC Workshops 2024: 353-358 - [c247]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. ICML 2024 - [c246]Jianhao He, Chengchang Liu, Xutong Liu, Lvzhou Li, John C. S. Lui:
Quantum Algorithm for Online Exp-concave Optimization. ICML 2024 - [c245]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu:
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. INFOCOM 2024: 601-610 - [c244]Maoli Liu, Zhuohua Li, Kechao Cai, Jonathan Allcock, Shengyu Zhang, John C. S. Lui:
Quantum BGP with Online Path Selection via Network Benchmarking. INFOCOM 2024: 1401-1410 - [c243]Maoli Liu, Zhuohua Li, Xuchuang Wang, John C. S. Lui:
LinkSelFiE: Link Selection and Fidelity Estimation in Quantum Networks. INFOCOM 2024: 1421-1430 - [c242]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: 2189-2198 - [c241]Xiangxiang Dai, Zhiyong Wang, Jiancheng Ye, John C. S. Lui:
Quantifying the Merits of Network-Assist Online Learning in Optimizing Network Protocols. IWQoS 2024: 1-10 - [c240]Qi Shao, Jiancheng Ye, John C. S. Lui:
Risk-Aware Multi-Agent Multi-Armed Bandits. MobiHoc 2024: 61-70 - [c239]Jin Cheng, Ningning Ding, John C. S. Lui, Jianwei Huang:
Continuous Query-based Data Trading. SIGMETRICS/Performance (Abstracts) 2024: 73-74 - [i89]Xiaoxin Su, Yipeng Zhou, Laizhong Cui, John C. S. Lui, Jiangchuan Liu:
Fed-CVLC: Compressing Federated Learning Communications with Variable-Length Codes. CoRR abs/2402.03770 (2024) - [i88]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. CoRR abs/2402.16312 (2024) - [i87]Zhiyong Wang, Jize Xie, Yi Chen, John C. S. Lui, Dongruo Zhou:
Variance-Dependent Regret Bounds for Non-stationary Linear Bandits. CoRR abs/2403.10732 (2024) - [i86]Zhuohua Li, Maoli Liu, John C. S. Lui:
FedConPE: Efficient Federated Conversational Bandits with Heterogeneous Clients. CoRR abs/2405.02881 (2024) - [i85]Xiangxiang Dai, Jin Li, Xutong Liu, Anqi Yu, John C. S. Lui:
Cost-Effective Online Multi-LLM Selection with Versatile Reward Models. CoRR abs/2405.16587 (2024) - [i84]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 abs/2406.01386 (2024) - [i83]Ziqun Chen, Kechao Cai, Zhuoyue Chen, Jinbei Zhang, John C. S. Lui:
Merit-based Fair Combinatorial Semi-Bandit with Unrestricted Feedback Delays. CoRR abs/2407.15439 (2024) - [i82]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 abs/2407.20124 (2024) - [i81]Xuchuang Wang, Jinhang Zuo, Xutong Liu, John C. S. Lui, Mohammad Hajiesmaili:
Stochastic Bandits Robust to Adversarial Attacks. CoRR abs/2408.08859 (2024) - [i80]Zhiyong Wang, Dongruo Zhou, John C. S. Lui, Wen Sun:
Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds. CoRR abs/2408.08994 (2024) - 2023
- [j224]Hangcheng Cao, Hongbo Jiang, Daibo Liu, Ruize Wang, Geyong Min, Jiangchuan Liu, Schahram Dustdar, John C. S. Lui:
LiveProbe: Exploring Continuous Voice Liveness Detection via Phonemic Energy Response Patterns. IEEE Internet Things J. 10(8, April 15): 7215-7228 (2023) - [j223]Xiangyu Shen, Hongbo Jiang, Daibo Liu, Kehua Yang, Feiyang Deng, Taiyuan Zhang, Zhu Xiao, John C. S. Lui, Jiangchuan Liu, Schahram Dustdar, Jun Luo:
PupilHeart: Heart Rate Variability Monitoring via Pupillary Fluctuations on Mobile Devices. IEEE Internet Things J. 10(20): 18042-18053 (2023) - [j222]Ruiting Zhou, Xueying Zhang, John C. S. Lui, Zongpeng Li:
Dynamic Pricing and Placing for Distributed Machine Learning Jobs: An Online Learning Approach. IEEE J. Sel. Areas Commun. 41(4): 1135-1150 (2023) - [j221]Caijuan Chen, Yi-Han Chiang, Hai Lin, John C. S. Lui, Yusheng Ji:
Joint Client Selection and Receive Beamforming for Over-the-Air Federated Learning With Energy Harvesting. IEEE Open J. Commun. Soc. 4: 1127-1140 (2023) - [j220]Xuchuang Wang, Hong Xie, Pinghui Wang, John C. S. Lui:
Optimizing recommendations under abandonment risks: Models and algorithms. Perform. Evaluation 161: 102351 (2023) - [j219]Wenzhe Zhu, Yongkun Li, Erci Xu, Fei Li, Yinlong Xu, John C. S. Lui:
DiffForward: On Balancing Forwarding Traffic for Modern Cloud Block Services via Differentiated Forwarding. Proc. ACM Meas. Anal. Comput. Syst. 7(1): 15:1-15:26 (2023) - [j218]David Elkouss, John C. S. Lui, Leandros Tassiulas:
The First Workshop on Quantum Systems and Computations (2023). SIGMETRICS Perform. Evaluation Rev. 51(2): 65 (2023) - [j217]Xuchuang Wang, Yu-Zhen Janice Chen, Matheus Guedes de Andrade, Mohammad Hajiesmaili, John C. S. Lui, Don Towsley:
Quantum Best Arm Identification. SIGMETRICS Perform. Evaluation Rev. 51(2): 72-74 (2023) - [j216]Lulu Yao, Yongkun Li, Fan Guo, Si Wu, Yinlong Xu, John C. S. Lui:
Towards High Performance and Efficient Memory Deduplication via Mixed Pages. IEEE Trans. Computers 72(4): 926-940 (2023) - [j215]Xiaoyang Wang, Yongkun Li, Fan Guo, Yinlong Xu, John C. S. Lui:
Dynamic GPU Scheduling With Multi-Resource Awareness and Live Migration Support. IEEE Trans. Cloud Comput. 11(3): 3153-3167 (2023) - [j214]Xiaoying Zhang, Hong Xie, Pei Yi, John C. S. Lui:
Enhancing Sybil Detection via Social-Activity Networks: A Random Walk Approach. IEEE Trans. Dependable Secur. Comput. 20(2): 1213-1227 (2023) - [j213]Xingxia Dai, Zhu Xiao, Hongbo Jiang, Mamoun Alazab, John C. S. Lui, Schahram Dustdar, Jiangchuan Liu:
Task Co-Offloading for D2D-Assisted Mobile Edge Computing in Industrial Internet of Things. IEEE Trans. Ind. Informatics 19(1): 480-490 (2023) - [j212]Xingxia Dai, Zhu Xiao, Hongbo Jiang, Mamoun Alazab, John C. S. Lui, Geyong Min, Schahram Dustdar, Jiangchuan Liu:
Task Offloading for Cloud-Assisted Fog Computing With Dynamic Service Caching in Enterprise Management Systems. IEEE Trans. Ind. Informatics 19(1): 662-672 (2023) - [j211]Hong Xie, Pei Yi, Yongkun Li, John C. S. Lui:
Optimizing Random Walk Based Statistical Estimation Over Graphs via Bootstrapping. IEEE Trans. Knowl. Data Eng. 35(3): 2916-2929 (2023) - [j210]Rui Wang, Yongkun Li, Shuai Lin, Weijie Wu, Hong Xie, Yinlong Xu, John C. S. Lui:
Common Neighbors Matter: Fast Random Walk Sampling With Common Neighbor Awareness. IEEE Trans. Knowl. Data Eng. 35(5): 4570-4584 (2023) - [j209]Tingwei Liu, Hong Xie, John C. S. Lui:
Online Zero-Cost Learning: Optimizing Large Scale Network Rare Threats Simulation. IEEE Trans. Mob. Comput. 22(1): 356-373 (2023) - [j208]Hong Xie, John C. S. Lui:
Quantifying Worker Reliability for Crowdsensing Applications: Robust Feedback Rating and Convergence. IEEE Trans. Mob. Comput. 22(1): 459-471 (2023) - [j207]Weibo Chu, Peijie Yu, Zhiwen Yu, John C. S. Lui, Yi Lin:
Online Optimal Service Selection, Resource Allocation and Task Offloading for Multi-Access Edge Computing: A Utility-Based Approach. IEEE Trans. Mob. Comput. 22(7): 4150-4167 (2023) - [j206]Zichuan Xu, Qiufen Xia, Lin Wang, Pan Zhou, John C. S. Lui, Weifa Liang, Wenzheng Xu, Guowei Wu:
Stable Service Caching in MECs of Hierarchical Service Markets With Uncertain Request Rates. IEEE Trans. Mob. Comput. 22(7): 4279-4296 (2023) - [j205]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): 5346-5358 (2023) - [j204]Jinlong Pang, Jieling Yu, Ruiting Zhou, John C. S. Lui:
An Incentive Auction for Heterogeneous Client Selection in Federated Learning. IEEE Trans. Mob. Comput. 22(10): 5733-5750 (2023) - [j203]Zhu Xiao, Jinmei Shu, Hongbo Jiang, John C. S. Lui, Geyong Min, Jiangchuan Liu, Schahram Dustdar:
Multi-Objective Parallel Task Offloading and Content Caching in D2D-Aided MEC Networks. IEEE Trans. Mob. Comput. 22(11): 6599-6615 (2023) - [j202]Xiongxiao Xu, Hong Xie, John C. S. Lui:
Generalized Contextual Bandits With Latent Features: Algorithms and Applications. IEEE Trans. Neural Networks Learn. Syst. 34(8): 4763-4775 (2023) - [j201]Shiyuan Zheng, Hong Xie, John C. S. Lui:
Pricing Social Visibility Service in Online Social Networks: Modeling and Algorithms. IEEE Trans. Netw. Sci. Eng. 10(2): 859-870 (2023) - [j200]Xiong Wang, Jiancheng Ye, John C. S. Lui:
Decentralized Scheduling and Dynamic Pricing for Edge Computing: A Mean Field Game Approach. IEEE/ACM Trans. Netw. 31(3): 965-978 (2023) - [j199]Hong Xie, John C. S. Lui:
Cooperation Preference Aware Shapley Value: Modeling, Algorithms and Applications. IEEE/ACM Trans. Netw. 31(6): 2439-2453 (2023) - [j198]Dian Shen, Junzhou Luo, Fang Dong, Xiaolin Guo, Ciyuan Chen, Kai Wang, John C. S. Lui:
Enabling Distributed and Optimal RDMA Resource Sharing in Large-Scale Data Center Networks: Modeling, Analysis, and Implementation. IEEE/ACM Trans. Netw. 31(6): 2745-2760 (2023) - [j197]Qingyang Duan, Chao Peng, Zeqin Wang, Yuedong Xu, Shaoteng Liu, Jun Wu, John C. S. Lui:
Accelerating Distributed DNN Training via Transport Layer Scheduling. IEEE Trans. Parallel Distributed Syst. 34(5): 1650-1666 (2023) - [c238]Zhiyong Wang, Xutong Liu, Shuai Li, John C. S. Lui:
Efficient Explorative Key-Term Selection Strategies for Conversational Contextual Bandits. AAAI 2023: 10288-10295 - [c237]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: 3903-3930 - [c236]Andrej Bogdanov, Tsun Ming Cheung, Krishnamoorthy Dinesh, John C. S. Lui:
Classical Simulation of One-Query Quantum Distinguishers. APPROX/RANDOM 2023: 43:1-43:17 - [c235]Jincheng Wang, Zhuohua Li, Mingshen Sun, Bin Yuan, John C. S. Lui:
IoT Anomaly Detection Via Device Interaction Graph. DSN 2023: 494-507 - [c234]Jiancheng Ye, Dong Lin, Kechao Cai, Chao Zhou, Jianfei He, John C. S. Lui:
Data-Driven Rate Control for RDMA Networks: A Lightweight Online Learning Approach. ICDCS 2023: 1-11 - [c233]Yipeng Xing, Yongkun Li, Zhiqiang Wang, Yinlong Xu, John C. S. Lui:
LightTraffic: On Optimizing CPU-GPU Data Traffic for Efficient Large-scale Random Walks. ICDE 2023: 882-895 - [c232]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 - [c231]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: 22559-22593 - [c230]Zexin Zhong, Jiangchao Liu, Diyu Wu, Peng Di, Yulei Sui, Alex X. Liu, John C. S. Lui:
Scalable Compositional Static Taint Analysis for Sensitive Data Tracing on Industrial Micro-Services. ICSE-SEIP 2023: 110-121 - [c229]Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui:
A Survey of Federated Evaluation in Federated Learning. IJCAI 2023: 6769-6777 - [c228]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: 1-10 - [c227]Chengchang Liu, Lesi Chen, Luo Luo, John C. S. Lui:
Communication Efficient Distributed Newton Method with Fast Convergence Rates. KDD 2023: 1406-1416 - [c226]Chengchang Liu, Cheng Chen, Luo Luo, John C. S. Lui:
Block Broyden's Methods for Solving Nonlinear Equations. NeurIPS 2023 - [c225]Xuchuang Wang, Qingyun Wu, Wei Chen, John C. S. Lui:
Multi-Fidelity Multi-Armed Bandits Revisited. NeurIPS 2023 - [c224]Zhiyong Wang, Jize Xie, Xutong Liu, Shuai Li, John C. S. Lui:
Online Clustering of Bandits with Misspecified User Models. NeurIPS 2023 - [c223]Zhiyong Wang, Jize Xie, Tong Yu, Shuai Li, John C. S. Lui:
Online Corrupted User Detection and Regret Minimization. NeurIPS 2023 - [c222]Xiaoying Zhang, Junpu Chen, Hongning Wang, Hong Xie, Yang Liu, John C. S. Lui, Hang Li:
Uncertainty-Aware Instance Reweighting for Off-Policy Learning. NeurIPS 2023 - [c221]Wenzhe Zhu, Yongkun Li, Erci Xu, Fei Li, Yinlong Xu, John C. S. Lui:
DiffForward: On Balancing Forwarding Traffic for Modern Cloud Block Services via Differentiated Forwarding. SIGMETRICS (Abstracts) 2023: 11-12 - [c220]Bo Sun, Lin Yang, Mohammad H. Hajiesmaili, Adam Wierman, John C. S. Lui, Don Towsley, Danny H. K. Tsang:
The Online Knapsack Problem with Departures. SIGMETRICS (Abstracts) 2023: 59-60 - [c219]Xuchuang Wang, Lin Yang, Yu-Zhen Janice Chen, Xutong Liu, Mohammad Hajiesmaili, Don Towsley, John C. S. Lui:
Exploration for Free: How Does Reward Heterogeneity Improve Regret in Cooperative Multi-agent Bandits? UAI 2023: 2192-2202 - [c218]Liming Wang, Hong Xie, Ye Li, Jian Tan, John C. S. Lui:
Interactive Log Parsing via Light-weight User Feedback. WWW 2023: 1960-1968 - [i79]Qiang Zhao, Qiong Li, John C. S. Lui:
Applying the Quantum Error-correcting Codes for Fault-tolerant Blind Quantum Computation. CoRR abs/2301.01960 (2023) - [i78]Liming Wang, Hong Xie, Ye Li, Jian Tan, John C. S. Lui:
Interactive Log Parsing via Light-weight User Feedbacks. CoRR abs/2301.12225 (2023) - [i77]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 abs/2302.07446 (2023) - [i76]Zhiyong Wang, Xutong Liu, Shuai Li, John C. S. Lui:
Efficient Explorative Key-term Selection Strategies for Conversational Contextual Bandits. CoRR abs/2303.00315 (2023) - [i75]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 abs/2303.17110 (2023) - [i74]Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui:
A Survey of Federated Evaluation in Federated Learning. CoRR abs/2305.08070 (2023) - [i73]Xuchuang Wang, Qingyun Wu, Wei Chen, John C. S. Lui:
Multi-Fidelity Multi-Armed Bandits Revisited. CoRR abs/2306.07761 (2023) - [i72]Lin Yang, Xuchuang Wang, Mohammad Hajiesmaili, Lijun Zhang, John C. S. Lui, Don Towsley:
Cooperative Multi-agent Bandits: Distributed Algorithms with Optimal Individual Regret and Constant Communication Costs. CoRR abs/2308.04314 (2023) - [i71]Zhiyong Wang, Jize Xie, Xutong Liu, Shuai Li, John C. S. Lui:
Online Clustering of Bandits with Misspecified User Models. CoRR abs/2310.02717 (2023) - [i70]Zhiyong Wang, Jize Xie, Tong Yu, Shuai Li, John C. S. Lui:
Online Corrupted User Detection and Regret Minimization. CoRR abs/2310.04768 (2023) - [i69]Jinhang Zuo, Zhiyao Zhang, Xuchuang Wang, Cheng Chen, Shuai Li, John C. S. Lui, Mohammad Hajiesmaili, Adam Wierman:
Adversarial Attacks on Cooperative Multi-agent Bandits. CoRR abs/2311.01698 (2023) - [i68]Andrej Bogdanov, TsunMing Cheung, Krishnamoorthy Dinesh, John C. S. Lui:
Classical simulation of one-query quantum distinguishers. Electron. Colloquium Comput. Complex. TR23 (2023) - 2022
- [j196]Jincheng Wang, Zhuohua Li, John C. S. Lui, Mingshen Sun:
Topology-theoretic approach to address attribute linkage attacks in differential privacy. Comput. Secur. 113: 102552 (2022) - [j195]Zhibo Wang, Defang Liu, Yunan Sun, Xiaoyi Pang, Peng Sun, Feng Lin, John C. S. Lui, Kui Ren:
A Survey on IoT-Enabled Home Automation Systems: Attacks and Defenses. IEEE Commun. Surv. Tutorials 24(4): 2292-2328 (2022) - [j194]Xiangyu Shen, Hongbo Jiang, Daibo Liu, Kehua Yang, Feiyang Deng, John C. S. Lui, Jiangchuan Liu, Schahram Dustdar, Jun Luo:
PupilRec: Leveraging Pupil Morphology for Recommending on Smartphones. IEEE Internet Things J. 9(17): 15538-15553 (2022) - [j193]Zhiyuan Wang, Jiancheng Ye, John C. S. Lui:
Toward Large-Scale Hybrid Edge Server Provision: An Online Mean Field Learning Approach. IEEE J. Sel. Areas Commun. 40(8): 2347-2360 (2022) - [j192]Maoli Liu, Jonathan Allcock, Kechao Cai, Shengyu Zhang, John C. S. Lui:
Quantum Networks with Multiple Service Providers: Transport Layer Protocols and Research Opportunities. IEEE Netw. 36(5): 56-62 (2022) - [j191]Xiaoying Zhang, Hong Xie, John C. S. Lui:
Improving Bandit Learning Via Heterogeneous Information Networks: Algorithms and Applications. ACM Trans. Knowl. Discov. Data 16(6): 111:1-111:25 (2022) - [j190]Li Ye, Hong Xie, Yishi Lin, John C. S. Lui:
Rewarding Social Recommendation in OSNs: Empirical Evidences, Modeling and Optimization. IEEE Trans. Knowl. Data Eng. 34(9): 4410-4424 (2022) - [j189]Ruiting Zhou, Xueying Zhang, Shixin Qin, John C. S. Lui, Zhi Zhou, Hao Huang, Zongpeng Li:
Online Task Offloading for 5G Small Cell Networks. IEEE Trans. Mob. Comput. 21(6): 2103-2115 (2022) - [j188]Feiyang Sun, Pinghui Wang, Junzhou Zhao, Nuo Xu, Juxiang Zeng, Jing Tao, Kaikai Song, Chao Deng, John C. S. Lui, Xiaohong Guan:
Mobile Data Traffic Prediction by Exploiting Time-Evolving User Mobility Patterns. IEEE Trans. Mob. Comput. 21(12): 4456-4470 (2022) - [j187]Hong Xie, John C. S. Lui:
A Reinforcement Learning Approach to Price Cloud Resources With Provable Convergence Guarantees. IEEE Trans. Neural Networks Learn. Syst. 33(12): 7448-7460 (2022) - [j186]Shiyuan Zheng, Hong Xie, John C. S. Lui:
Optimizing Social Visibility in OSNs With Anonymity Guarantees: Efficient Algorithms and Applications. IEEE Trans. Netw. Sci. Eng. 9(4): 2237-2251 (2022) - [j185]Xiaoyi Pang, Zhibo Wang, Defang Liu, John C. S. Lui, Qian Wang, Ju Ren:
Towards Personalized Privacy-Preserving Truth Discovery Over Crowdsourced Data Streams. IEEE/ACM Trans. Netw. 30(1): 327-340 (2022) - [j184]Xiaobo Ma, Jian Qu, Jianfeng Li, John C. S. Lui, Zhenhua Li, Wenmao Liu, Xiaohong Guan:
Inferring Hidden IoT Devices and User Interactions via Spatial-Temporal Traffic Fingerprinting. IEEE/ACM Trans. Netw. 30(1): 394-408 (2022) - [j183]Zhiyuan Wang, Jiancheng Ye, Dong Lin, Yipei Chen, John C. S. Lui:
Approximate and Deployable Shortest Remaining Processing Time Scheduler. IEEE/ACM Trans. Netw. 30(3): 1368-1381 (2022) - [j182]