Yuanxiong Guo

IEEE Trans. Veh. Technol., August, 2024

Federated Learning With Sparsified Model Perturbation: Improving Accuracy Under Client-Level Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., August, 2024

Analyzing the Impact of Personalization on Fairness in Federated Learning for Healthcare.

[BibT_eX]

[DOI]

Kim-Kwang Raymond Choo

J. Heal. Informatics Res., June, 2024

Federated and Online Dynamic Spectrum Access for Mobile Secondary Users.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., January, 2024

Scalable and Low-Latency Federated Learning With Cooperative Mobile Edge Networking.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., January, 2024

FedHIP: Federated learning for privacy-preserving human intention prediction in human-robot collaborative assembly tasks.

[BibT_eX]

[DOI]

Adv. Eng. Informatics, 2024

Hybrid Quantum-Classical Computing via Dantzig-Wolfe Decomposition for Integer Linear Programming.

[BibT_eX]

[DOI]

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

QAOA-Assisted Benders' Decomposition for Mixed-integer Linear Programming.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2024

Semi-Supervised Federated Learning for Assessing Building Damage from Satellite Imagery.

[BibT_eX]

[DOI]

Yu Zhang

Proceedings of the IEEE International Conference on Communications, 2024

2023

CrossFuser: Multi-Modal Feature Fusion for End-to-End Autonomous Driving Under Unseen Weather Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., December, 2023

PRAM: A Practical Sybil-Proof Auction Mechanism for Dynamic Spectrum Access With Untruthful Attackers.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2023

Quantum-Assisted Online Task Offloading and Resource Allocation in MEC-Enabled Satellite-Aerial-Terrestrial Integrated Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Quantum-Assisted Joint Caching and Power Allocation for Integrated Satellite-Terrestrial Networks.

[BibT_eX]

[DOI]

CoRR, 2023

Communication and Energy Efficient Wireless Federated Learning with Intrinsic Privacy.

[BibT_eX]

[DOI]

CoRR, 2023

Quantum Assisted Scheduling Algorithm for Federated Learning in Distributed Networks.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Computer Communications and Networks, 2023

Enabling Privacy-Preserving Prediction for Length of Stay in ICU - A Multimodal Federated-Learning-based Approach.

[BibT_eX]

[DOI]

Tongnian Wang

Kim-Kwang Raymond Choo

Proceedings of the 31st European Conference on Information Systems, 2023

2022

Private Empirical Risk Minimization With Analytic Gaussian Mechanism for Healthcare System.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

IoT Device Friendly and Communication-Efficient Federated Learning via Joint Model Pruning and Quantization.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Constructing Mobile Crowdsourced COVID-19 Vulnerability Map With Geo-Indistinguishability.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Hybrid Local SGD for Federated Learning with Heterogeneous Communications.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Energy-Efficient Distributed Machine Learning at Wireless Edge with Device-to-Device Communication.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2022

Towards a Model for Inclusive Healthcare Access post COVID-19.

[BibT_eX]

[DOI]

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Agent-Level Differentially Private Federated Learning via Compressed Model Perturbation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE Conference on Communications and Network Security, 2022

2021

Data-Driven Caching With Users' Content Preference Privacy in Information-Centric Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Data-Driven Spectrum Trading with Secondary Users' Differential Privacy Preservation.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2021

Aggregation-Based Colocation Datacenter Energy Management in Wholesale Markets.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2021

Concentrated Differentially Private Federated Learning With Performance Analysis.

[BibT_eX]

[DOI]

IEEE Open J. Comput. Soc., 2021

Incentivizing Differentially Private Federated Learning: A Multidimensional Contract Approach.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Discounting Lives: Analyzing the causes of Hispanic Adversity raging in the Healthcare sector during Covid-19 using Cumulative Inequality Theory.

[BibT_eX]

[DOI]

Paras Bhatt

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

2020

DP-ADMM: ADMM-Based Distributed Learning With Differential Privacy.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2020

Joint Task Offloading and Resource Allocation in UAV-Enabled Mobile Edge Computing.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Personalized Federated Learning With Differential Privacy.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2020

Sparsified Privacy-Masking for Communication-Efficient and Privacy-Preserving Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

CPFed: Communication-Efficient and Privacy-Preserving Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Differentially Private Federated Learning for Resource-Constrained Internet of Things.

[BibT_eX]

[DOI]

CoRR, 2020

IEEE Access Special Section Editorial: Information Centric Wireless Networking With Edge Computing for 5G and IoT.

[BibT_eX]

[DOI]

Byung-Seo Kim

Chi Zhang

Muhammad Khalil Afzal

Balázs Sonkoly

IEEE Access, 2020

Privacy-Preserving Personalized Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Communications, 2020

COVID-19 Vulnerability Map Construction via Location Privacy Preserving Mobile Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Geo-Indistinguishablility for Crowdsourced-Based Radio Environment Map Construction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

2019

Beef Up the Edge: Spectrum-Aware Placement of Edge Computing Services for the Internet of Things.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2019

Exploiting Backscatter-Aided Relay Communications With Hybrid Access Model in Device-to-Device Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2019

Dynamic Multi-Tenant Coordination for Sustainable Colocation Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Cloud Comput., 2019

Emerging Technologies for Future Sensor Networks - Selected Papers from ICGHIT 2019.

[BibT_eX]

[DOI]

Sensors, 2019

Backscatter-Aided Hybrid Data Offloading for Wireless Powered Edge Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

Targeted Poisoning Attacks on Social Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Protecting Operation-Time Privacy of Primary Users in Downlink Cognitive Two-Tier Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2018

Islanding-Aware Robust Energy Management for Microgrids.

[BibT_eX]

[DOI]

Chaoyue Zhao

IEEE Trans. Smart Grid, 2018

Colocation Data Center Demand Response Using Nash Bargaining Theory.

[BibT_eX]

[DOI]

Hongning Li

IEEE Trans. Smart Grid, 2018

A stochastic game approach to cyber-physical security with applications to smart grid.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2018, 2018

Data-Driven Caching with Users' Local Differential Privacy in Information-Centric Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Practical Collaborative Learning for Crowdsensing in the Internet of Things with Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Communications and Network Security, 2018

2017

Stochastic Optimization for Distributed Energy Resources in Smart Grids

[BibT_eX]

[DOI]

Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-59528-3, 2017

Dolphins First: Dolphin-Aware Communications in Multi-Hop Underwater Cognitive Acoustic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2017

My Privacy My Decision: Control of Photo Sharing on Online Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Dependable Secur. Comput., 2017

Coalitional Datacenter Energy Cost Optimization in Electricity Markets.

[BibT_eX]

[DOI]

Zhe Yu

Proceedings of the Eighth International Conference on Future Energy Systems, 2017

2016

A Privacy-Preserving Scheme for Incentive-Based Demand Response in the Smart Grid.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2016

Private Data Analytics on Biomedical Sensing Data via Distributed Computation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2016

M<sup>3</sup>-STEP: Matching-Based Multi-Radio Multi-Channel Spectrum Trading With Evolving Preferences.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2016

Optimal Task Recommendation for Mobile Crowdsourcing With Privacy Control.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2016

Distributed spectrum trading via dynamic matching with evolving preferences.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/CIC International Conference on Communications in China, 2016

Dynamic Matching Based Distributed Spectrum Trading in Multi-Radio Multi-Channel CRNs.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

A Nash Bargaining Approach to Emergency Demand Response in Colocation Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

Enabling reliable data center demand response via aggregation.

[BibT_eX]

[DOI]

Luyao Niu

Proceedings of the Seventh International Conference on Future Energy Systems, Waterloo, ON, Canada, June 21, 2016

2015

Optimal energy management for microgrids with cogeneration and renewable energy sources.

[BibT_eX]

[DOI]

Zheming Liang

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Coordinated energy management for colocation data centers in smart grids.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Privacy-Preserving Machine Learning Algorithms for Big Data Systems.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

Privacy-Preserving Collaborative Learning for Mobile Health Monitoring.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Energy and Network Aware Workload Management for Sustainable Data Centers with Thermal Storage.

[BibT_eX]

[DOI]

Xiaojun Geng

IEEE Trans. Parallel Distributed Syst., 2014

Stochastic minimization of imbalance cost for a virtual power plant in electricity markets.

[BibT_eX]

[DOI]

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Control of photo sharing over Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

A privacy-preserving task recommendation framework for mobile crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2013

Decentralized Coordination of Energy Utilization for Residential Households in the Smart Grid.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2013

A Market Based Scheme to Integrate Distributed Wind Energy.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2013

Electricity Cost Saving Strategy in Data Centers by Using Energy Storage.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

Optimal Workload and Energy Storage Management for Cloud Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 32th IEEE Military Communications Conference, 2013

Optimal power and workload management for green data centers with thermal storage.

[BibT_eX]

[DOI]

Xiaojun Geng

Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012

Optimal Power Management of Residential Customers in the Smart Grid.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2012

Coordinated energy scheduling for residential households in the smart grid.

[BibT_eX]

[DOI]