Carlee Joe-Wong
Orcid: 0000-0003-0785-9291
According to our database1,
Carlee Joe-Wong
authored at least 165 papers
between 2011 and 2024.
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Bibliography
2024
Online Management for Edge-Cloud Collaborative Continuous Learning: A Two-Timescale Approach.
IEEE Trans. Mob. Comput., December, 2024
IEEE/ACM Trans. Netw., October, 2024
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning With Static and Streaming Datasets.
IEEE Trans. Mob. Comput., July, 2024
IEEE J. Sel. Areas Commun., February, 2024
IEEE Trans. Serv. Comput., 2024
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networks.
CoRR, 2024
CoRR, 2024
FedSPD: A Soft-clustering Approach for Personalized Decentralized Federated Learning.
CoRR, 2024
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling.
CoRR, 2024
Empowering Federated Learning with Implicit Gossiping: Mitigating Connection Unreliability Amidst Unknown and Arbitrary Dynamics.
CoRR, 2024
CoRAST: Towards Foundation Model-Powered Correlated Data Analysis in Resource-Constrained CPS and IoT.
CoRR, 2024
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024
Efficient Federated Learning against Heterogeneous and Non-stationary Client Unavailability.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Proceedings of the 22nd Annual International Conference on Mobile Systems, 2024
FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
Poster Abstract: Listen and Then Sense: Vibration-based Sports Crowd Monitoring by Pre-training with Public Audio Datasets.
Proceedings of the 23rd ACM/IEEE International Conference on Information Processing in Sensor Networks, 2024
Proceedings of the IEEE INFOCOM 2024, 2024
Poster: Optimal Variance-Reduced Client Sampling for Multiple Models Federated Learning.
Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
Predicting Learning Interactions in Social Learning Networks: A Deep Learning Enabled Approach.
IEEE/ACM Trans. Netw., October, 2023
IEEE Trans. Mob. Comput., August, 2023
SIGMETRICS Perform. Evaluation Rev., April, 2023
Softw. Impacts, March, 2023
IEEE J. Sel. Areas Commun., March, 2023
Dynamic Coupling Strategy for Interdependent Network Systems Against Cascading Failures.
IEEE Trans. Netw. Sci. Eng., 2023
DYNAMITE: Dynamic Interplay of Mini-Batch Size and Aggregation Frequency for Federated Learning with Static and Streaming Dataset.
CoRR, 2023
CoRR, 2023
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System.
CoRR, 2023
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
Intelligent Communication Planning for Constrained Environmental IoT Sensing with Reinforcement Learning.
Proceedings of the 20th Annual IEEE International Conference on Sensing, 2023
FedGCN: Convergence-Communication Tradeoffs in Federated Training of Graph Convolutional Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Twenty-fourth International Symposium on Theory, 2023
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023
AdaCoOpt: Leverage the Interplay of Batch Size and Aggregation Frequency for Federated Learning.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023
Poster Abstract: Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices.
Proceedings of the 22nd International Conference on Information Processing in Sensor Networks, 2023
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023
Variance-Adaptive Algorithm for Probabilistic Maximum Coverage Bandits with General Feedback.
Proceedings of the IEEE INFOCOM 2023, 2023
Federated Learning at the Edge: An Interplay of Mini-batch Size and Aggregation Frequency.
Proceedings of the IEEE INFOCOM 2023, 2023
Evaluating the Optimality of Dynamic Coupling Strategies in Interdependent Network Systems.
Proceedings of the IEEE International Conference on Communications, 2023
Near-optimal Online Algorithms for Joint Pricing and Scheduling in EV Charging Networks.
Proceedings of the 14th ACM International Conference on Future Energy Systems, 2023
ACRE: Actor Critic Reinforcement Learning for Failure-Aware Edge Computing Migrations.
Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023
An Online Control Approach of Collaborative Federated Learning with Constrained Resources.
Proceedings of the 7th Asia-Pacific Workshop on Networking, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
SIGMETRICS Perform. Evaluation Rev., August, 2022
ACM Trans. Sens. Networks, 2022
IEEE/ACM Trans. Netw., 2022
ACM Trans. Cyber Phys. Syst., 2022
FIRE: A Failure-Adaptive Reinforcement Learning Framework for Edge Computing Migrations.
CoRR, 2022
CoRR, 2022
FedGCN: Convergence and Communication Tradeoffs in Federated Training of Graph Convolutional Networks.
CoRR, 2022
Proceedings of the HotMobile '22: The 23rd International Workshop on Mobile Computing Systems and Applications, Tempe, Arizona, USA, March 9, 2022
Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE/ACM Trans. Netw., 2021
Proceedings of the 19th International Symposium on Modeling and Optimization in Mobile, 2021
Proceedings of the 18th Annual IEEE International Conference on Sensing, 2021
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021
Proceedings of the IEEE International Conference on Data Mining, 2021
Datanet: Enabling Seamless, Metered and Trusted Internet Connectivity without Subscriptions.
Proceedings of the IEEE International Conference on Communications Workshops, 2021
Proceedings of the SoCC '21: ACM Symposium on Cloud Computing, 2021
Proceedings of the 55th Annual Conference on Information Sciences and Systems, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Burstable Instances for Clouds: Performance Modeling, Equilibrium Analysis, and Revenue Maximization.
IEEE/ACM Trans. Netw., 2020
iLOCuS: Incentivizing Vehicle Mobility to Optimize Sensing Distribution in Crowd Sensing.
IEEE Trans. Mob. Comput., 2020
IEEE J. Sel. Areas Commun., 2020
PAS: Prediction-Based Actuation System for City-Scale Ridesharing Vehicular Mobile Crowdsensing.
IEEE Internet Things J., 2020
Energy Inform., 2020
CoRR, 2020
CoRR, 2020
Plasma Go: A Scalable Sidechain Protocol for Flexible Payment Mechanisms in Blockchain-based Marketplaces.
CoRR, 2020
CollabAR: Edge-assisted Collaborative Image Recognition for Mobile Augmented Reality.
Proceedings of the 19th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020
2019
IEEE J. Sel. Areas Commun., 2019
Procuring Spontaneous Session-Level Resource Guarantees for Real-Time Applications: An Auction Approach.
IEEE J. Sel. Areas Commun., 2019
Proceedings of the 31st International Teletraffic Congress, 2019
Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 2019
Proceedings of the 17th Conference on Embedded Networked Sensor Systems, 2019
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019
Vehicle dispatching for sensing coverage optimization in mobile crowdsensing systems: poster abstract.
Proceedings of the 18th International Conference on Information Processing in Sensor Networks, 2019
Proceedings of the 2019 IEEE Conference on Computer Communications, 2019
Proceedings of the 27th IEEE International Conference on Network Protocols, 2019
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019
ASC: actuation system for city-wide crowdsensing with ride-sharing vehicular platform.
Proceedings of the Fourth Workshop on International Science of Smart City Operations and Platforms Engineering, 2019
2018
IEEE/ACM Trans. Netw., 2018
SIGMETRICS Perform. Evaluation Rev., 2018
SIGMETRICS Perform. Evaluation Rev., 2018
J. Manag. Inf. Syst., 2018
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
To Accept or Not to Accept: The Question of Supplemental Discount Offers in Mobile Data Plans.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018
Proceedings of the 11th International Conference on Educational Data Mining, 2018
2017
IEEE/ACM Trans. Netw., 2017
IEEE J. Sel. Top. Signal Process., 2017
IEEE J. Sel. Areas Commun., 2017
Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
Max-Min Fair Resource Allocation in HetNets: Distributed Algorithms and Hybrid Architecture.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017
2016
IEEE Trans. Mob. Comput., 2016
Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science, 2016
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016
2015
IEEE Trans. Smart Grid, 2015
Offering Supplementary Network Technologies: Adoption Behavior and Offloading Benefits.
IEEE/ACM Trans. Netw., 2015
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015
Proceedings of the Passive and Active Measurement - 16th International Conference, 2015
Improving user QoE for residential broadband: Adaptive traffic management at the network edge.
Proceedings of the 23rd IEEE International Symposium on Quality of Service, 2015
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Sponsoring mobile data: An economic analysis of the impact on users and content providers.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015
Proceedings of the Tenth European Conference on Computer Systems, 2015
2013
IEEE/ACM Trans. Netw., 2013
ACM Comput. Surv., 2013
CoRR, 2013
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Offering supplementary wireless technologies: Adoption behavior and offloading benefits.
Proceedings of the IEEE INFOCOM 2013, Turin, Italy, April 14-19, 2013, 2013
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013
2012
Optimized Day-Ahead Pricing for Smart Grids with Device-Specific Scheduling Flexibility.
IEEE J. Sel. Areas Commun., 2012
Mathematical Frameworks for Pricing in the Cloud: Revenue, Fairness, and Resource Allocations
CoRR, 2012
Complementary Wireless Network Technologies: Adoption Behavior and Offloading Benefits
CoRR, 2012
Incentivizing time-shifting of data: a survey of time-dependent pricing for internet access.
IEEE Commun. Mag., 2012
Proceedings of the ACM SIGCOMM 2012 Conference, 2012
Proceedings of the 10th International Conference on Mobile Systems, 2012
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012
2011
Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011