Jihong Park

Proceedings of the IEEE International Conference on Communications, 2023

VQ-VAE Empowered Wireless Communication for Joint Source-Channel Coding and Beyond.

[BibT_eX]

[DOI]

Mahyar Nemati

Proceedings of the IEEE Global Communications Conference, 2023

Energy-Efficient Downlink Semantic Generative Communication with Text-to-Image Generators.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom Workshops 2023, 2023

Energy-Efficient UAV-Assisted IoT Data Collection via TSP-Based Solution Space Reduction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

Quantum Multi-Agent Meta Reinforcement Learning.

[BibT_eX]

[DOI]

Won Joon Yun

Joongheon Kim

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Multichannel ALOHA Optimization for Federated Learning With Multiple Models.

[BibT_eX]

[DOI]

Rafael Valente da Silva

IEEE Wirel. Commun. Lett., 2022

Attention-Based Communication and Control for Multi-UAV Path Planning.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

Communication Efficient Decentralized Learning Over Bipartite Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2022

Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Deep learning driven beam selection for orthogonal beamforming with limited feedback.

[BibT_eX]

[DOI]

ICT Express, 2022

Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding.

[BibT_eX]

[DOI]

CoRR, 2022

Differentially Private CutMix for Split Learning with Vision Transformer.

[BibT_eX]

[DOI]

CoRR, 2022

Slimmable Quantum Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Towards Semantic Communication Protocols: A Probabilistic Logic Perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning.

[BibT_eX]

[DOI]

CoRR, 2022

A Unified Approach to Semantic Information and Communication Based on Probabilistic Logic.

[BibT_eX]

[DOI]

Seng W. Loke

IEEE Access, 2022

RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals.

[BibT_eX]

[DOI]

IEEE Access, 2022

LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Combinatorial Data Augmentation for Real-Time Indoor Positioning: Concepts and Experiments.

[BibT_eX]

[DOI]

Seung Min Yu

Seung-Woo Ko

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 95th IEEE Vehicular Technology Conference, 2022

Semantic Communication as a Signaling Game with Correlated Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Federated Codebook for Multi - User Deep Source Coding.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Information and Communication Technology Convergence, 2022

Quantum Multi-Agent Reinforcement Learning via Variational Quantum Circuit Design.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE International Conference on Distributed Computing Systems, 2022

A Unified View on Semantic Information and Communication: A Probabilistic Logic Approach.

[BibT_eX]

[DOI]

Seng W. Loke

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

2021

Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2021

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications.

[BibT_eX]

[DOI]

Proc. IEEE, 2021

Explore-before-talk: Multichannel selection diversity for uplink transmissions in machine-type communication.

[BibT_eX]

[DOI]

Shiva Raj Pokhrel

J. Commun. Networks, 2021

Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Hiding in the Crowd: Federated Data Augmentation for On-Device Learning.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

When Wireless Communications Meet Computer Vision in Beyond 5G.

[BibT_eX]

[DOI]

IEEE Commun. Stand. Mag., 2021

Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding.

[BibT_eX]

[DOI]

CoRR, 2021

Semantics-Native Communication with Contextual Reasoning.

[BibT_eX]

[DOI]

CoRR, 2021

Integrating Geometry-Driven and Data-Driven Positioning via Combinatorial Data Augmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus.

[BibT_eX]

[DOI]

CoRR, 2021

Mean-Field Game-Theoretic Edge Caching.

[BibT_eX]

[DOI]

CoRR, 2021

Communication-Efficient and Personalized Federated Lottery Ticket Learning.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations.

[BibT_eX]

[DOI]

Sumudu Samarakoon

Proceedings of the 22nd IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2021

Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication.

[BibT_eX]

[DOI]

Proceedings of the 17th International Symposium on Wireless Communication Systems, 2021

Robustness and Diversity Seeking Data-Free Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Anomaly Detection for Wireless Communication Links via Data Integrity Modeling.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2021

2020

Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2020

Performance Analysis of Blockchain Systems With Wireless Mobile Miners.

[BibT_eX]

[DOI]

IEEE Netw. Lett., 2020

Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2020

Blockchained On-Device Federated Learning.

[BibT_eX]

[DOI]

IEEE Commun. Lett., 2020

Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2020

Federated Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM.

[BibT_eX]

[DOI]

CoRR, 2020

Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction.

[BibT_eX]

[DOI]

CoRR, 2020

Extreme URLLC: Vision, Challenges, and Key Enablers.

[BibT_eX]

[DOI]

Sumudu Samarakoon

Mohamed K. Abdel-Aziz

Takayuki Nishio

Anis Elgabli

CoRR, 2020

Towards Enabling Critical mMTC: A Review of URLLC Within mMTC.

[BibT_eX]

[DOI]

IEEE Access, 2020

RIS-Assisted Coverage Enhancement in Millimeter-Wave Cellular Networks.

[BibT_eX]

[DOI]

Mahyar Nemati

IEEE Access, 2020

L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2020

Communication Efficient Framework for Decentralized Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Conference on Information Sciences and Systems, 2020

2019

Stochastic Geometric Coverage Analysis in mmWave Cellular Networks With Realistic Channel and Antenna Radiation Models.

[BibT_eX]

[DOI]

Mattia Rebato

Michele Zorzi

IEEE Trans. Commun., 2019

Scanning the Issue.

[BibT_eX]

[DOI]

Proc. IEEE, 2019

Wireless Network Intelligence at the Edge.

[BibT_eX]

[DOI]

Proc. IEEE, 2019

Wireless Edge Computing With Latency and Reliability Guarantees.

[BibT_eX]

[DOI]

Mohammed Saad ElBamby

Proc. IEEE, 2019

Distilling On-Device Intelligence at the Network Edge.

[BibT_eX]

[DOI]

CoRR, 2019

Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Federated Reinforcement Distillation with Proxy Experience Memory.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-hop Federated Private Data Augmentation with Sample Compression.

[BibT_eX]

[DOI]

CoRR, 2019

Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on emerging Networking EXperiments and Technologies, 2019

2018

Minimizing Latency to Support VR Social Interactions Over Wireless Cellular Systems via Bandwidth Allocation.

[BibT_eX]

[DOI]

Osvaldo Simeone

IEEE Wirel. Commun. Lett., 2018

Wireless Access for Ultra-Reliable Low-Latency Communication: Principles and Building Blocks.

[BibT_eX]

[DOI]

Jimmy Jessen Nielsen

Cedomir Stefanovic

Erik G. Ström

Kasper F. Trillingsgaard

IEEE Netw., 2018

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data.

[BibT_eX]

[DOI]

CoRR, 2018

On-Device Federated Learning via Blockchain and its Latency Analysis.

[BibT_eX]

[DOI]

CoRR, 2018

Supporting VR Mobile Social Networks over Wireless Cellular Systems.

[BibT_eX]

[DOI]

Osvaldo Simeone

CoRR, 2018

Millimeter-Wave Interference Avoidance via Building-Aware Associations.

[BibT_eX]

[DOI]

IEEE Access, 2018

Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks, 2018

2017

Coverage and Rate of Downlink Sequence Transmissions With Reliability Guarantees.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2017

An Algorithm for Timely Transmission of Solicitation Messages in RPL for Energy-Efficient Node Mobility.

[BibT_eX]

[DOI]

Ki-Hyung Kim

Kangseok Kim

Sensors, 2017

Hybrid Precoding for Massive MIMO Systems in Cloud RAN Architecture with Capacity-Limited Fronthauls.

[BibT_eX]

[DOI]

Dong-Min Kim

Carles Navarro i Manchon

CoRR, 2017

Ultra-Reliable Low-Latency Communication (URLLC): Principles and Building Blocks.

[BibT_eX]

[DOI]

Jimmy Jessen Nielsen

Cedomir Stefanovic

Erik G. Ström

Kasper F. Trillingsgaard

CoRR, 2017

On the Asymptotic Behavior of Ultra-Densification under a Bounded Dual-Slope Path Loss Model.

[BibT_eX]

[DOI]

Yanpeng Yang

Ki Won Sung

CoRR, 2017

Revisiting frequency reuse towards supporting ultra-reliable ubiquitous-rate communication.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Modeling and Optimization in Mobile, 2017

Downlink performance of dense antenna deployment: To distribute or concentrate?

[BibT_eX]

[DOI]

Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017

Risk analysis and countermeasure for bit-flipping attack in LoRaWAN.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Conference on Information Networking, 2017

Ultra-dense edge caching under spatio-temporal demand and network dynamics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

Stochastic Geometric Coverage Analysis in mmWave Cellular Networks with a Realistic Channel Model.

[BibT_eX]

[DOI]

Mattia Rebato

Michele Zorzi

Proceedings of the 2017 IEEE Global Communications Conference, 2017

Cooperative transmissions in ultra-dense networks under a bounded dual-slope path loss model.

[BibT_eX]

[DOI]

Proceedings of the 2017 European Conference on Networks and Communications, 2017

Massive MIMO functionality splits based on hybrid analog-digital precoding in a C-RAN architecture.

[BibT_eX]

[DOI]

Dong-Min Kim

Carles Navarro i Manchon

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Traffic convexity aware cellular networks: a vehicular heavy user perspective.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2016

Tractable Resource Management With Uplink Decoupled Millimeter-Wave Overlay in Ultra-Dense Cellular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2016

An entropy-based clustering algorithm for load balancing in WSN.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2016

User attraction via wireless charging in downlink cellular networks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Modeling and Optimization in Mobile, 2016

Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

On the throughput gain of device-to-device communications.

[BibT_eX]

[DOI]

ICT Express, 2015

Traffic Convexity Aware Cellular Networks: A Nomadic Heavy User Perspective.

[BibT_eX]

[DOI]

CoRR, 2015

Tractable Resource Management in Millimeter-Wave Overlaid Ultra-Dense Cellular Networks.

[BibT_eX]

[DOI]

CoRR, 2015

Resource Management and Cell Planning in Millimeter-Wave Overlaid Ultra-Dense Cellular Networks.

[BibT_eX]

[DOI]

CoRR, 2015

User Attraction via Wireless Charging in Cellular Networks.

[BibT_eX]

[DOI]

CoRR, 2015

An ECDH-based light-weight mutual authentication scheme on local SIP.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

An efficient generation mechanism of HMI information for heterogeneous PLCs.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Ubiquitous and Future Networks, 2015

2014

Content-specific broadcast cellular networks based on user demand prediction: A revenue perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Asymptotic behavior of ultra-dense cellular networks and its economic impact.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

Radio resource efficient cellular broadcast networks.

[BibT_eX]

[DOI]

Seung Min Yu