Invited Talks and Lectures
[T24] "Towards Unified Understanding of Semantic Communications and Networking," ISCIT Tutorial (October 2023), GLOBECOM Tutorial (December 2023).
[T23] "Rethinking Semantic Communication in the Era of Generative AI," KAIST, Yonsei, SKKU, and HUST (June 2023), KOFST BrainLink (October 2023), POSTECH, TokyoTech, and Tsinghua Univ. (November 2023).
[T22] "Koopman Operator Theory Meets Machine Learning for Time-Varying Graph Prediction," DSTG AI ML Community Seminar (June 2023)
[T21] “Semantics-Native and Knowledge-Driven 6G Semantic Communication," KIISE Tutorial (May 2022), Huawei-ITSoC HK Workshop (May 2022), KTH (August 2022), KAIST, Seol National Univ., Korea Univ. (October 2022), ETRI, Samsung Research, and WF-IoT (November 2022).
[T20] "Federated and Split Learning for 6G and Quantum Machine Learning," Deakin Quantum Computing Group (July 2022) and Aalborg Univ. (August 2022).
[T19] "AI-Native 6G Semantic Communication," KMOU and KRRI (November 2021).
[T18] “Learn to Communicate & Communicate to Learn,” Seoul National Univ. (May 2021).
[T17] “Federated Learning and Beyond for 5G and Beyond,” AusCTW (March 2021), Seoul National Univ., Korea Univ., SWCS, and JCCI (April 2021).
[T16] “Communication-Efficient Parallel Split Learning,“ MIT (March 2021).
[T15] “Communication-Efficient Machine Learning at the Edge for Beyond 5G,” KMOU (October 2020) and ETRI (January 2021).
[T14] “Beyond 5G Beyond Graduation,” FREE 2020 Alumni Talk, Yonsei Univ. (December 2020).
[T13] “What Will be Beyond 5G URLLC: The Role of Machine Learning at the Edge,” Deakin Univ. (February 2020).
[T12] “Communication-Efficient and Privacy-Preserving Distributed Machine Learning at the Network Edge,” Korea Univ. (December 2019) and Yonsei Univ. (January 2020).
[T11] “Communication-Efficient Distributed Machine Learning,” Oulu Univ. (May 2019).
[T10] “Federated Distillation: Building Blocks and Extensions.” Oulu Univ. (February 2019).
[T9] “Massive UAV Online Path Planning: A Machine Learning Aided Mean-Field Game Theoretic Approach,” Oulu Univ. (January 2019).
[T8] “Mobile Edge Intelligence at Scale,” Yonsei Univ. (October 2018).
[T7] “Supporting Mobile Multimodal VR Networks,” Oulu Univ. (March 2018).
[T6] “Demystifying Tractable Cellular Network Analysis using Stochastic Geometry,“ Oulu Univ. (February 2018) and New Jersey Institute of Technology (April 2017).
[T5] “Massive MIMO Functionality Splits based on Hybrid Analog-Digital Precoding in a C-RAN Architecture,” Yonsei Univ. (January 2018).
[T4] “Supporting VR Mobile Social Networks over Wireless Cellular Systems,” Hong Kong Univ., Oulu Univ., Yonsei Univ. (January 2018), and Aalborg Univ. (December 2017).
[T3] “Coverage and Rate of Downlink Sequence Transmissions with Reliability Guarantee,” Yonsei Univ. (January 2018).
[T2] “Stochastic Geometric Approach to Coverage and Rate With Reliability Guarantee,“ KAIST (August 2017) and Yonsei Univ. (July 2017).
[T1] “Tractable SIR and Rate Analysis in a Large-Scale Network,” Yonsei Univ. (January 2017) and Aalborg Univ. (November 2016).
Editor
1/2024-Present: Editor, IEEE Transactions on Communications in the area of Machine Learning and Communications
6/2020-Present: Associate Editor, Frontiers in Data Science for Communications
4/2021-4/2022: Guest Editor, Frontiers in Signal Processing for Communications SI “Distributed Signal Processing and Machine Learning for Communication Networks”
7/2021-12/2022: Guest Editor, MDPI Sensors SI "Big Data Analytics and Intelligent Computation to Advance Novel Applications"
2/2020-11/2021: Guest Editor, MDPI Telecom SI “mmWave Communications and Networking in 5G and Beyond”
Program Committee
2024:
NeurIPS Wksp. Federated Learning in the Age of Foundation Models
ACM TheWebConf Wksp. Federated Foundation Models
CVPR Wksp. Federated Learning for Computer Vision
IJCAI Wksp. Federated Learning in the Age of Foundation Models
IJCAI Wksp. Quantum Algorithms, Optimization, and AI (Chair)
IEEE ICDCS Track on Federated Learning, Analytics, and Deployment
IEEE ICMLCN
IEEE ICME Wksp. Federated Learning and Foundation Models for Multi-Media
IEEE ICC Communication Theory Symposium
IEEE ICC SAC Cloud Computing, Networking and Storage
IEEE ICC Wksp. Task-Oriented and Generative Communications for 6G (Organizer)
IEEE ICC Wksp. AI-ML-Powered Autonomous Telco Networks
IEEE ICC Wksp. Cognitive Radio and AI-Enabled Networks
IEEE ICC SAC Machine Learning for Communications and Networking
IEEE GLOBECOM Symposium on Machine Learning for Communications
IEEE GLOBECOM Symposium on Signal Processing for Communication
IEEE GLOBECOM Wksp. 'From Bits to Semantics: Data Factorization, Encoding, Transmission, and Privacy Protection' (Chair)
IEEE GBC Wksp. AI-empowered Semantic-based Communications for Distributed Networks (Chair)
IEEE HPSR
IEEE ICMLCN
IEEE VTC-Spring Track on Wireless Networks
IEEE VTC-Fall Track on Protocols, Security and Services for Wireless Networks
IEEE VTC-Fall Track on Machine Learning for Communications
2023:
NeurIPS Wksp. Federated Learning in the Age of Foundation Models
KDD Wksp. Federated Learning for Distributed Data Mining: Methods and Applications
ICML Wksp. Federated Learning and Analytics in Practice: Algorithms, Systems, Applications, and Opportunities
IJCAI Wksp. Trustworthy Federated Learning
ACM SIGIR Wksp. Federated Learning for Information ReTrieval
IEEE INFOCOM Wksp. B5G Wireless Security
IEEE SECON Wksp. Semantic Communication for 6G (Organizer)
IEEE GLOBECOM Wksp. Semantic Communication for 6G (Organizer)
IEEE GLOBECOM Wksp. AI Enabled Next Generation Wireless Networks
IEEE GLOBECOM Wksp. Sustainable and Resilient Industrial Networks
IEEE GLOBECOM Symposium on Machine Learning for Communications (Chair)
IEEE GLOBECOM Symposium on Wireless Communications
IEEE ICC Symposium on Communication Theory
IEEE ICC Symposium on Cognitive Radio and AI-Enabled Networks
IEEE ICC SAC Cloud Computing, Networking, and Storage
IEEE ICC Wksp. Machine Learning for Communications and Networking
2022:
NeurIPS Wksp. Federated Learning: Recent Advances and New Challenges
NeurIPS Wksp. Interpolation Regularizers and Beyond
AAAI Wksp. Trustable, Verifiable and Auditable Federated Learning
IJCAI Wksp. Trustworthy Federated Machine Learning
ACM MobiCom Wksp. Smart Communities with 6G (Publicity Chair)
IEEE INFOCOM Wksp. B5G Wireless Security
IEEE GLOBECOM SAC Machine Learning for Communication
IEEE GLOBECOM Wksp. Emerging Topics in 6G Communications
IEEE GLOBECOM Wksp. Edge Machine Learning for 5G Mobile Networks and Beyond
IEEE ICC Symposium on Cognitive Radio and AI-Enabled Networks
IEEE ICC SAC Machine Learning for Communication
IEEE ICC SAC Cloud Computing, Networking and Storage
IEEE ICC Wksp. Semantic Communications
IEEE VTC-Spring 2nd Wksp. Intelligent IoT, Control and Automation (Organizer)
IEEE VTC-Spring Wksp. Signal Processing for Wireless Communications
IEEE VTC-Fall Intelligent and Semantic Communications Track
2021:
AAAI Wksp. Trustable, Verifiable and Auditable Federated Learning
ICML Wksp. Federated Learning
ICMLA Special Session on Federated Learning and Meta Learning
IEEE INFOCOM Wksp. Distributed Machine Learning and Fog Networks
IEEE GLOBECOM SAC Machine Learning for Communication
IEEE GLOBECOM Wksp. Wireless Communications for Distributed Intelligence
IEEE GLOBECOM Wksp. Internet of Softwarized Things in 5G and Beyond
IEEE GLOBECOM Wksp. Advances in Network Localization and Navigation
IEEE GLOBECOM Wksp. Edge Machine Learning for 5G Mobile Networks and Beyond
IEEE ICC SAC Machine Learning for Communication
IEEE ICC Wksp. Edge Machine Learning for 5G Mobile Networks and Beyond
2020:
IJCAI
ICML Wksp. Federated Learning
ICMLA Special Session on Federated Learning and Meta Learning
IEEE GLOBECOM SAC Satellite & Space Communications
IEEE GLOBECOM SAC Machine Learning for Communication
IEEE GLOBECOM Wksp. Edge Learning Over 5G and Beyond
IEEE GLOBECOM Wksp. AI-Enabled 5G/6G Networks
IEEE ICC Wksp. Edge Machine Learning for 5G Mobile Networks and Beyond
IEEE WCNC Wksp. Intelligent IoT, Control and Automation (Chair)
IEEE SPAWC
2019:
NeurIPS Wksp. Federated Machine Learning
IJCAI Wksp. Federated Machine Learning
GLOBECOM Wksp. ML for Wireless Communications
WiOpt Wksp. Machine Learning for Communications
IEEE SPAWC
2018:
IEEE WCNC Wksp. WSCMC
IEEE GLOBECOM Wksp. Wi-UAV
IEEE GLOBECOM Wksp. INO5G
IEEE GLOBECOM Wksp. WCSP
2017:
IEEE ISWCS Wksp. URLLC for MTC
IEEE GLOBECOM Wksp. Wi-UAV
Reviewer
IEEE Journal of Selected Areas in Communications
IEEE Journal of Selected Areas in Information Theory
IEEE Transactions on Wireless Communications
IEEE Transactions on Communications
IEEE Transactions on Signal Processing
IEEE Transactions on Mobile Computing
IEEE/ACM Transactions on Networking
ACM Transactions on Intelligent Systems and Technology
ACM Transactions on Knowledge Discovery from Data
IEEE Transactions on Vehicular Technology
IEEE Transactions on Cognitive Communications and Networking
IEEE Transactions on Neural Networks and Learning Systems
IEEE Transactions on Network Science and Engineering
IEEE Transactions on Industrial Informatics
IEEE Transactions on Network and Service Management
IEEE Internet of Things
IEEE Wireless Communications
IEEE Communications Magazine
IEEE Network Magazine
IEEE Intelligent Systems
IEEE Wireless Communications Letters
IEEE Communications Letters
IEEE/KICS Journal of Communications and Networks
Nature Scientific Reports
Frontiers in Signal Processing for Communications
Frontiers in Aerial and Space Networks
Frontiers in Computer Science for Networks and Communications
NeurIPS
ICLR