Prof. Joongheon Kim

[Resume][LinkedIn][Google Scholar][GitHub][DBLP][arXiv]

Dr. Joongheon Kim (M'06--SM'18) has been with Korea University, Seoul, Korea, since September 2019, and he is currently an associate professor at the School of Electrical Engineering. He has also been an adjunct professor at the Department of Semiconductor Engineering (with SK Hynix) (2021-), Department of Future Science and Technology Business (Graduate School) (2022-), and Department of Communications Engineering (with Samsung Electronics) (2023-). He received the B.S. and M.S. in computer science and engineering from Korea University, Seoul, Korea, in 2004 and 2006; and the Ph.D. in computer science from the University of Southern California (USC) (Viterbi School of Engineering), Los Angeles, CA, USA, in 2014, under the supervision of Prof. Andreas F. Molisch at the Ming Hsieh Department of Electrical and Computer Engineering. Before joining Korea University, he was a research engineer at LG Electronics CTO Office, Seoul, Korea, from 2006 to 2009; an intern at InterDigital, San Diego, CA, USA, in 2012; a systems engineer at Intel Corporation, Santa Clara in Silicon Valley, CA, USA, from 2013 to 2016; and an assistant professor at Chung-Ang University, Seoul, Korea, from 2016 to 2019.

He has been serving as an editor for IEEE Transactions on Vehicular Technology and IEEE Internet of Things Journal. He is also a distinguished lecturer for IEEE Communications Society (2022-2023) and IEEE Systems Council (2022-2024).

He was a recipient of Annenberg Graduate Fellowship with his Ph.D. admission from USC (2009), Intel Corporation Next Generation and Standards (NGS) Division Recognition Award (2015), IEEE Systems Journal Best Paper Award (2020), IEEE ComSoc Multimedia Communications Technical Committee (MMTC) Outstanding Young Researcher Award (2020), and IEEE ComSoc MMTC Best Journal Paper Award (2021). He also received IEEE ICOIN Best Paper Award (2021), IEEE ICTC Best Paper Award (2022), and multiple IEEE Vehicular Technology Society (VTS) Seoul Chapter Awards.

Former students, postdocs, research professors in academia
Prof. Soohyun Park (MS/PhD '19-'23), Sookmyung Women's University, Korea
Prof. Minseok Choi (Research Professor '18-'20), Kyung Hee University, Korea (KAIST Ph.D., '18)
Prof. Soyi Jung (Research Professor '21), Ajou University, Korea (Ajou University Ph.D., '21)

(Educational Backgrounds)

University of Southern California (USC) Viterbi School of Engineering, Los Angeles, California, USA
Annenberg Graduate Fellow (2009.08)
Ph.D. Student (2009.08-2014.08), Department of Computer Science (advisor: Prof. Andreas F. Molisch)
Ph.D. Research Assistant (2011.01-2014.08), Communication Sciences Institute (CSI)
Teaching Assistant (2013.01-2013.05), Ming Hsieh Department of Electrical Engineering (EE579)
Teaching Assistant (2012.08-2013.12), Department of Computer Science (CSCI455x)
Teaching Assistant (2012.01-2012.05), Department of Computer Science (CSCI455x)
Korea University, Seoul, Republic of Korea
M.S. Student (2004.03-2006.02), Department of Computer Science and Engineering (advisor: Prof. Wonjun Lee)
B.S. Student (1999.03-2004.02), Department of Computer Science and Engineering

(R&D Positions)

Korea University, Seoul, Republic of Korea
Associate Professor (2021.03-), School of Electrical Engineering
Adjunct Professor (2023.03-), Department of Communications Engineering (with Samsung Electronics)
Adjunct Professor (2022.11-), Department of Future Science and Technology Business (Graduate School)
Adjunct Professor (2021.03-), Department of Semiconductor Engineering (with SK Hynix)
Assistant Professor (2019.09-2021.02), School of Electrical Engineering
(Administrative Positions)
- Deputy Vice President (2022.02-), Office of Academic Affairs
- Dean (2021.06-2023.08), Center for Teaching and Learning (CTL)
Chung-Ang University, Seoul, Republic of Korea
Assistant Professor (2016.03-2019.08), School of Computer Science and Engineering
Intel Corporation, Santa Clara in Silicon Valley, California, USA
Systems Engineer (2013.09-2016.02), mmWave Standards and Advanced Technology (mSAT) Team
InterDigital, San Diego, California, USA
Intern (2012.05-2012.08), Wireless Systems Evolution Department
LG Electronics CTO Office, Seoul, Republic of Korea
Research Engineer (2006.01-2009.08), Multimedia Research Laboratory, Seocho R&D Campus

(Disciples)

(Ph.D. Disciples)
[01] Soohyun Park (2019.03-2023.08), Professor @ Sookmyung Women's University, Korea
[02] Hankyul Baek (2021.03-2024.02), Korea University, Korea
[03] Hyunsoo Lee, Active Member
[04] Seok Bin Son, Active Member
[05] Gyu Seon Kim, Active Member
[06] Sungjoon Lee, Active Member
[07] Emily Jimin Roh, Active Member
[00] Seungyo Ryu (2020/08, co-advised by Prof. Dongseung Kim (Korea Univ)), LG Electronics, Korea
(M.S. Disciples)
[01] Kyeongseon Kim (2017.09-2019.08), POSTECH, Korea
[02] Dohyun Kwon (2018.03-2020.02), Hyundai Motors Group, Korea
[03] Dohyun Kim (2018.03-2020.02), Naver Webtoon, Korea
[04] Myungjae Shin (2018.03-2020.02), Naver, Korea
[05] Jaeho Choi (2018.09-2020.08), Korea Meteorological Administration, Korea
[06] Jaehyun Chung, Active Member
[07] Yeryeong Cho, Active Member
[08] Chaemoon Im, Active Member
(Postdoctoral Scholars)
[01] Minseok Choi, Professor @ Kyung Hee University, Korea (co-advised by Prof. Andreas F. Molisch (USC))
[02] Soyi Jung, Professor @ Ajou University, Korea (co-advised by Prof. Marco Levorato (UC-Irvine))
[03] Ijaz Ahmad, Active Member (co-advised by Prof. Seokju Shin (Chosun Univ))
[04] Joo Yong Shim, Active Member (co-advised by Prof. Jong-Kook Kim (Korea Univ))

(IEEE ComSoc Representative Journals) TMC/TON/JSAC, TWC/IoTJ, ComSoc Transcations & IEEE Magazines

Joint Quantum Reinforcement Learning and Stabilized Control for Spatio-Temporal Coordination in Metaverse
IEEE Transactions on Mobile Computing, v(n):ppp-ppp, Month Year. Soohyun Park, et al.
Cooperative Multi-UAV Positioning for Aerial Internet Service Management: A Multi-Agent Deep Reinforcement Learning Approach
IEEE Transactions on Network and Service Management, v(n):ppp-ppp, Month Year. Joongheon Kim, et al.
Quantum Multi-Agent Reinforcement Learning for Autonomous Mobility Cooperation
IEEE Communications Magazine, 62(6):106-112, June 2024. Soohyun Park, et al.
Joint User Clustering, Beamforming, and Power Allocation for mmWave-NOMA with Imperfect SIC
IEEE Transactions on Wireless Communications, 23(3):2025-2038, March 2024.
Joint Delay-Sensitive and Power-Efficient Quality Control of Dynamic Video Streaming using Adaptive Super-Resolution
IEEE Transactions on Green Communications and Networking, 8(1):103-117, March 2024. Minseok Choi, et al.
Learning Location from Shared Elevation Profiles in Fitness Apps: A Privacy Perspective
IEEE Transactions on Mobile Computing, 23(1):581-596, January 2024.
SlimFL: Federated Learning with Superposition Coding over Slimmable Neural Networks
IEEE/ACM Transactions on Networking, 31(6):2499-2514, December 2023. Hankyul Baek, et al.
Quantum Multiagent Actor-Critic Networks for Cooperative Mobile Access in Multi-UAV Systems
IEEE Internet of Things Journal, 10(22):20033-20048, November 2023.
EQuaTE: Efficient Quantum Train Engine for Run-Time Dynamic Analysis and Visual Feedback in Autonomous Driving
IEEE Internet Computing, 27(5):24-31, September-October 2023. Soohyun Park, et al.
Quantum Multiagent Actor-Critic Neural Networks for Internet-Connected Multirobot Coordination in Smart Factory Management
IEEE Internet of Things Journal, 10(11):9942-9952, June 2023.
Recent and Future Evolution of Wi-Fi
IEEE Communications Standards Magazine, 6(2):8-11, June 2022.
Supremo: Cloud-Assisted Low-Latency Super-Resolution in Mobile Devices
IEEE Transactions on Mobile Computing, 21(5):1847-1860, May 2022.
A Personalized Preference Learning Framework for Caching in Mobile Networks
IEEE Transactions on Mobile Computing, 20(6):2124-2139, June 2021.
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications
Proceedings of the IEEE, 109(5):796-819, May 2021.
Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands
IEEE Transactions on Wireless Communications, 20(4):2685-2699, April 2021. Minseok Choi, et al.
Joint Distributed Link Scheduling and Power Allocation for Content Delivery in Wireless Caching Networks
IEEE Transactions on Wireless Communications, 19(12):7810-7824, December 2020. Minseok Choi, et al.
(IEEE ComSoc MMTC Best Journal Paper Award)
Multiagent DDPG-Based Deep Learning for Smart Ocean Federated Learning IoT Networks
IEEE Internet of Things Journal, 7(10):9895-9903, October 2020. Dohyun Kwon, et al.
Markov Decision Policies for Dynamic Video Delivery in Wireless Caching Networks
IEEE Transactions on Wireless Communications, 18(12):5705-5718, December 2019. Minseok Choi, et al.
Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks
IEEE Transactions on Wireless Communications, 18(10):4846-4858, October 2019. Minseok Choi, et al.
Two-Stage IoT Device Scheduling with Dynamic Programming for Energy Internet Systems
IEEE Internet of Things Journal, 6(5):8782-8791, October 2019.
Seamless Dynamic Adaptive Streaming in LTE/Wi-Fi Integrated Network under Smartphone Resource Constraints
IEEE Transactions on Mobile Computing, 18(7):1647-1660, July 2019.
New Challenges of Wireless Power Transfer and Secured Billing for Internet of Electric Vehicles
IEEE Communications Magazine, 57(3):118-124, March 2019.
Internet of Things for Smart Manufacturing System: Trust Issues in Resource Allocation
IEEE Internet of Things Journal, 5(6):4418-4427, December 2018.
SGCO: Stabilized Green Crosshaul Orchestration for Dense IoT Offloading Services
IEEE Journal on Selected Areas in Communications, 36(11):2538-2548, November 2018.
Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements
IEEE Journal on Selected Areas in Communications, 36(6):1245-1257, June 2018. Minseok Choi, et al.
Energy-Efficient Mobile Charging for Wireless Power Transfer in Internet of Things Networks
IEEE Internet of Things Journal, 5(1):79-92, February 2018.
Feasibility Study of 60 GHz Millimeter-Wave Technologies for Hyperconnected Fog Computing Applications
IEEE Internet of Things Journal, 4(5):1165-1173, October 2017. Joongheon Kim, et al.
The Useful Impact of Carrier Aggregation: A Measurement Study in South Korea for Commercial LTE-Advanced Networks
IEEE Vehicular Technology Magazine, 12(1):55-62, March 2017.
Quality-Aware Streaming and Scheduling for Device-to-Device Video Delivery
IEEE/ACM Transactions on Networking, 24(4):2319-2331, August 2016. Joongheon Kim, et al.

(IEEE Representative Journals in Mobility) TVT, TIV/TITS/VTS Magazines

Dynamic Quantum Federated Learning for UAV-based Autonomous Surveillance
IEEE Transactions on Vehicular Technology (Accept with Minor Changes) Soohyun Park, et al.
Neural Myerson Auction for Truthful and Distributed Mobile Charging in UAV-Assisted Digital-Twin Networks
IEEE Transactions on Intelligent Vehicles, v(n):ppp-ppp, Month Year. Soyi Jung, et al.
Age-of-Information Aware Caching and Delivery for Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology, 73(7):ppp-ppp, July 2024. Soohyun Park, et al.
Learning-Based Cooperative Mobility Control for Autonomous Drone-Delivery
IEEE Transactions on Vehicular Technology, 73(4):4870-4885, April 2024. Soohyun Park, et al.
Intelligent Caching for Seamless High-Quality Streaming in Vehicular Networks: A Multi-Agent Reinforcement Learning Approach
IEEE Transactions on Intelligent Vehicles, 9(2):3672-3686, February 2024. Minseok Choi, et al.
Two-Stage Self-Adaptive Task Outsourcing Decision Making for Edge-Assisted Multi-UAV Networks
IEEE Transactions on Vehicular Technology, 72(11):14889-14905, November 2023. Soyi Jung, et al.
Multi-Agent Reinforcement Learning for Cooperative Air Transportation Services in City-Wide Autonomous Urban Air Mobility
IEEE Transactions on Intelligent Vehicles, 8(8):4016-4030, August 2023.
Self-Configurable Stabilized Real-Time Detection Learning for Autonomous Driving Applications
IEEE Transactions on Intelligent Transportation Systems, 24(1):885-890, January 2023.
Joint Pilot Design and Channel Estimation using Deep Residual Learning for Multi-Cell Massive MIMO under Hardware Impairments
IEEE Transactions on Vehicular Technology, 71(7):7599-7612, July 2022.
Stabilized Detection Accuracy Maximization using Adaptive SAR Image Processing in LEO Networks
IEEE Transactions on Vehicular Technology, 71(5):5661-5665, May 2022.
Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles
IEEE Transactions on Vehicular Technology, 71(2):2002-2017, February 2022.
Infrastructure-Assisted On-Driving Experience Sharing for Millimeter-Wave Connected Vehicles
IEEE Transactions on Vehicular Technology, 70(8):7307-7321, August 2021. Soyi Jung, et al.
Orchestrated Scheduling and Multi-Agent Deep Reinforcement Learning for Cloud-Assisted Multi-UAV Charging Systems
IEEE Transactions on Vehicular Technology, 70(6):5362-5377, June 2021. Soyi Jung, et al.
Blind Signal Classification for Non-Orthogonal Multiple Access in Vehicular Networks
IEEE Transactions on Vehicular Technology, 68(10):9722-9734, October 2019. Minseok Choi, et al.
Auction-Based Charging Scheduling With Deep Learning Framework for Multi-Drone Networks
IEEE Transactions on Vehicular Technology, 68(5):4235-4248, May 2019. Myungjae Shin, et al.
Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design
IEEE Transactions on Vehicular Technology, 67(4):3635-3639, April 2018. Minseok Choi, et al.
Performance of Video Streaming in Infrastructure-to-Vehicle Telematic Platforms With 60-GHz Radiation and IEEE 802.11ad Baseband
IEEE Transactions on Vehicular Technology, 65(12):10111-10115, December 2016. Joongheon Kim, et al.

(IEEE Representative Journals in Learning Algorithms and Applications) TNNLS/TPAMI/TSMC, Others

Hierarchical Deep Reinforcement Learning-based Propofol Infusion Assistant Framework in Anesthesia
IEEE Transactions on Neural Networks and Learning Systems, 35(2):2510-2521, February 2024.
Stochastic Decision Making for Adaptive Crowdsourcing in Medical Big-Data Platforms
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 45(11):1471-1476, November 2015. Joongheon Kim, et al.

(Top Conferences)

Quantum Split Learning for Privacy-Preserving Information Management
ACM CIKM (2023) Soohyun Park, et al.
Logarithmic Dimension Reduction for Quantum Neural Networks
ACM CIKM (2023) Hankyul Baek, et al.
Quantum Multi-Agent Meta Reinforcement Learning
AAAI (2023)
Hierarchical Reinforcement Learning using Gaussian Random Trajectory Generation in Autonomous Furniture Assembly
ACM CIKM (2022)
Cooperative Video Quality Adaptation for Delay-Sensitive Dynamic Streaming using Adaptive Super-Resolution
IEEE WiOpt (2022) Minsek Choi, et al.
Extended version was published in IEEE Transactions on Green Communications and Networking (2024)
Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
IEEE INFOCOM (2022) Hankyul Baek, et al.
Extended version was published in IEEE/ACM Transactions on Networking (2023)
Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications
IEEE ICDCS (2020)
Extended version was published in IEEE Transactions on Mobile Computing (2024)
Randomized Adversarial Imitation Learning for Autonomous Driving
IJCAI (2019) Myungjae Shin, et al.
ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture
IEEE ICDCS (2018)
REQUEST: Seamless Dynamic Adaptive Streaming over HTTP for Multi-Homed Smartphone under Resource Constraints
ACM Multimedia (2017)
Extended version was published in IEEE Transactions on Mobile Computing (2019)
Energy-Efficient Rate-Adaptive GPS-based Positioning for Smartphones
ACM MobiSys (2010)

(Academia -- Membership, Editorial Boards, and Services)

IEEE
- Senior Member (2018-), Member (2006-2017)
- Distinguished Lecturer (2022-2023), IEEE Communications Society
- Editor (2023-), IEEE Internet of Things Journal
- Associate Editor (2020-), IEEE Transactions on Vehicular Technology (Area: Vehicular Electronics and Systems)
- Guest Editor (03/2022), IEEE Communications Standards Magazine (S.I. on Recent and Future Evolution of Wi-Fi)
- IEEE Vehicular Technology Society (VTS) Seoul Chapter
  Chapter Assistant Administrator for Planning (2024-), Chapter Treasurer (2022-2023, 2020-2021)
  IEEE VTS APWCS Organizing Committee: Finance Co-Chair (2023), Finance Chair (2022), Finance Co-Chair (2021)
Elsevier/Wiley
- Editor (2021-), ICT Express (Area: AI for ICT Applications)
- Guest Editor (2022), ETRI Journal (S.I. on Autonomous Unmanned Aerial/Ground Vehicles and their Applications)
- Guest Editor (2022), Computer Networks (S.I. on Machine Learning (ML) and Artificial Intelligence (AI) for the Internet of Things, 5G, and Beyond)
- Guest Editor (2022), ICT Express (S.I. on Artificial Intelligence and Machine Learning Approaches to Communication)
- Guest Editor (2021), ICT Express (S.I. on Mobile and Edge Computing Systems)

(University Lectures)

Graduates
- IT R&D Policies [ECE723], Korea University Department of Electrical and Computer Engineering (Fall 2020)
- Design and Analysis of Wireless Communication Systems [ECE721], Korea University Department of Electrical and Computer Engineering (Spring 2021)
- Sensor Networks [ECE662], Korea University Department of Electrical and Computer Engineering (Spring 2023)
- Advanced Network Theory [ECE657], Korea University Department of Electrical and Computer Engineering (Fall 2022)
- Smart Mobile Platform [ECE654], Korea University Department of Electrical and Computer Engineering (Fall 2023, Fall 2021, Fall 2020, Fall 2019)
- Advanced Topics in Socialware IT [ECE545], Korea University Department of Electrical and Computer Engineering (Spring 2022)
- Wireless and Mobile Networks [ECE522], Korea University Department of Electrical and Computer Engineering (Spring 2024, Spring 2020)
- Wireless Network 2 [ITH525], Korea University Graduate School of Engineering and Technology (Fall 2022)
- Wireless Network 1 [ITH524], Korea University Graduate School of Engineering and Technology (Spring 2021)
- Optimal Design Theory and Applications, Chung-Ang University School of Computer Science and Engineering (Spring 2019, Spring 2018, Spring 2017)
- Topics in Computer Science and Engineering, Chung-Ang University School of Computer Science and Engineering (Fall 2018, Fall 2017, Fall 2016)
Undergraduates
- Introduction to Artificial Intelligence [IWC420], Korea University International Winter Campus (Winter 2023-2024, Winter 2022-2023, Winter 2021-2022)
- Introduction to Computer Science [IWC293], Korea University International Winter Campus (Winter 2023-2024)
- Data Communications [KECE316], Korea University School of Electrical Engineering (Fall 2020)
- Digital System Design and Laboratory [KECE210], Korea University School of Electrical Engineering (Fall 2020)
- Probability and Random Process [KECE209], Korea University School of Electrical Engineering (Spring 2023, Spring 2022, Spring 2021, Spring 2020)
  Spring 2022, Best Teaching Award (Top 20% in Korea University Lectures) (90 students)
  Spring 2021, Best Teaching Award (Top 20% in Korea University Lectures) (92 students)
- Digital System [KECE207], Korea University School of Electrical Engineering (Spring 2020)
- Computer Language and Laboratory [EGRN151], Korea University School of Electrical Engineering (Fall 2023, Fall 2022, Fall 2021, Fall 2020, Fall 2019)
  Fall 2021, Granite Tower Best Teaching Award (Top 5% in Korea University Lectures) (98 students)
  Fall 2020, Best Teaching Award (Top 20% in Korea University Lectures) (129 students)
  Fall 2019, Granite Tower Best Teaching Award (Top 5% in Korea University Lectures) (100 students)
- Introduction to Communication/Computing [COMM105], Korea University Department of Communications Engineering (Spring 2024, Spring 2023)
- Object-Oriented Programming [SEMI104], Korea University Department of Semiconductor Engineering (Fall 2021)
  Fall 2021, Best Teaching Award (Top 20% in Korea University Lectures) (22 students)
- Introduction to Computers [SEMI103], Korea University Department of Semiconductor Engineering (Spring 2021)
  Spring 2021, Granite Tower Best Teaching Award (Top 5% in Korea University Lectures) (28 students)
- Future Mobility Technology [GEQR075], Korea University General Education (Spring 2023, Spring 2022)
  Spring 2022, Granite Tower Best Teaching Award (Top 5% in Korea University Lectures) (198 students)
- SW Programming Basics [GECT002], Korea University General Education (Spring 2024 (3 classes))
- Numerical Analysis, Chung-Ang University School of Computer Science and Engineering (Spring 2019)
- Compiler Design, Chung-Ang University School of Computer Science and Engineering (Spring 2019, Spring 2018, Spring 2017)
- Principles of Programming Languages, Chung-Ang University School of Computer Science and Engineering (Fall 2018, Fall 2017, Fall 2016)
- Algorithm Analysis, Chung-Ang University School of Computer Science and Engineering (Fall 2016)
- Mobile App Development, Chung-Ang University School of Computer Science and Engineering (Fall 2018, Fall 2017)
- Operating Systems, Chung-Ang University School of Computer Science and Engineering (Spring 2017, Spring 2016)
- Calculus, Chung-Ang University School of Computer Science and Engineering (Spring 2017, Spring 2016)

(Academic Conference, Workshop, Forum, Symposium Organization)

Organizing Committee (OC) Activities in IEEE
- IEEE WiOpt: 2024 (Workshop Chair), 2024 (Organizer, Quantum Algorithms for Network Optimization Workshop (Quantum-NOW)), 2024 (Organizer, Caching, Computing and Delivery in Wireless Networks Workshop (CCDWN)), 2022 (Organizer, Caching, Computing and Delivery in Wireless Networks Workshop (CCDWN))
- IEEE GLOBECOM: 2015 (Organizer, Workshop on Millimeter-Wave Backhaul and Access (mmWave))
- IEEE ICC: 2022 (Patronage Chair)
- IEEE VTS APWCS: 2023 (Finance Co-Chair), 2022 (Finance Chair), 2021 (Finance Co-Chair), 2017 (Publication Vice Chair)
- IEEE ICASSP: 2018 (Special Session Organizing Chair, Special Session on Cybersecurity and Privacy)
- IEEE APCC: 2022 (Local Arrangement Chair)
- ACM CoNEXT: 2019 (Poster Session Chair)
Korean/Local Academic Forum Organization (more than 100 participants)
- The 32nd Korea Internet Conference (KRNet 2024) (06/2024), as a Vice TPC Chair (Responsible for AI Tracks), hosted by OSIA
- The 3rd AI Frontiers Summit 2023 (07/2023), as a TPC Chair, hosted by KICS (more than 300 participants)
- The 31st Korea Internet Conference (KRNet 2023) (06/2023), as a TPC (Responsible for AI Tracks), hosted by OSIA
Korea-Japan Joint Seminar Project for Generative and Multi-Modal AI Technologies (10/2023-09/2024)
Funded by National Research Foundation of Korea (International Research Collaboration)
Korean-PI: Prof. Joongheon Kim (Korea University), Japanese-PI: Prof. Kuniyoshi (Director of AI Center, The University of Tokyo)
The 1st Japan Korea Workshop on Artificial Intelligence (December 26-27, 2023, Hongo Campus, The University of Tokyo)

국내학술활동 (Korea/Local Academic Activities)

한국통신학회
종신회원(2018-)
상임이사: 국제학술회의 AI [ICTC AI] (2024), AI학술 [AI Frontiers Summit] (2023)
집행이사: 국제학술회의3 [ICTC] (2022), 국제학술회의1 [ICTC] (2021), 지능사업 (2021)
이사: 하계2 (2022), 지능사업2 (2020), 지능기술 (2019), 지능기술 (2018), ICT융합 (2017)
소사이어티/연구회
- 통신네트워크소사이어티(2017-): 부회장(2024, 2023, 2022)
- 이동통신소사이어티(2017-)
- 군통신 연구회(2019-): 총무(2022)
- 부호 및 정보이론 연구회(2019-)
편집위원: 한국통신학회논문지
객원편집위원: 한국통신학회지, 인공지능 및 딥러닝 특별호(2019.09)
JCCI운영위원: 특별(2024), 출판(2023, 2021, 2020, 2019, 2018), 총무(2022)
한국정보과학회
정보통신소사이어티: 부회장(2024, 2023, 2022), 총무(2021), 학술총무(2020)
편집위원: 한국정보과학회논문지
대한전자공학회
상임이사(2023)
이사(2022)
기획위원회: 위원(2022)
학술연구위원회-하계: 위원(2022)
사업위원회: 위원(2022)
통신소사이어티: 간사(2024, 2023, 2022)
편집위원: 대한전자공학회논문지
한국컴퓨터통신연구회(OSIA)
부회장(2024, 2023, 2022, 2021)
총무(2020)

(Talks and Presentations)

IEEE Distinguished Lectures
- Federated Learning for Medical and Mobile Platforms: Motivation, Challenges, and Potential Solutions
  California State University, Long Beach (Long Beach, CA, USA, 01/2020), Hosted by Prof. Sean Kwon and Prof. Henry Yeh
  IEEE Systems Council -- IEEE Coastal Los Angeles Section Chapter
IEEE Conference Tutorials and Special Session Talks
- IEEE ICUFN 2022 Tutorial (Barcelona, Spain, 07/2022), A Paradigm Shift in Future Networks with Quantum Deep Learning
- IEEE ICOIN 2022 Tutorial (Online, 01/2022), Advanced Deep Learning Methods for Autonomous Mobility
- IEEE ICUFN 2021 Tutorial (Jeju, Korea, 08/2021), Distributed and Split Deep Learning: Theory and Applications
- IEEE ICAIIC 2021 Tutorial (Online, 04/2021), Multi-Agent Deep Reinforcement Learning for Connected and Autonomous Vehicles
- IEEE ICTC 2019 Special Session Talk (Jeju, Korea, 10/2019), Advanced Deep Learning Methods and Their Applications to Distributed and Network Platforms
- IEEE ICOIN 2019 Tutorial (Kuala Lumpur, Malaysia, 01/2019), Distributed Platform Research for Emerging Deep Learning Applications
- IEEE ICC 2018 Tutorial (Kansas City, MO, USA, 05/2018), Securing the Internet of Things: A Machine Learning Approach (Making Machine Learning Practical), Joint Presentation wih Prof. Aziz Mohaisen (University of Central Florida, Orlando, FL, USA)
Korean (Local) Conference Tutorials and Special Session Talks
- 2023 KICS Summer Conference Tutorial (Jeju, 06/2023), Quantum Machine Learning: Theory and Trends
- 2023 KIISE Summer Conference Information Network Society Special Session (Jeju, 06/2023), Quantum Neural Networks
- 2022 KIPS Fall Conference Tutorial (Chuncheon, 11/2022), Quantum Deep Learning Basics
- 2022 Korea A.I. Conference Tutorial (Jeju, 09/2022), Trends in Deep Reinforcement Learning
- 2022 KICS Summer Conference Tutorial (Jeju, 06/2022), Quantum Multi-Agent Deep Reinforcement Learning
- 2022 KIEES Winner Conference Tutorial (Online, 02/2022), Deep Learning Theory and Implementation
- 2021 Korea A.I. Conference Tutorial (Jeju, 09/2021), Understanding the Potential Risks of Sharing Elevation Information on Fitness Applications
- 2021 JCCI Mobile Machine Learning Special Session (Online, 04/2021), Multi-Agent Deep Reinforcement Learning for Autonomous Vehicles
- 2020 Korea A.I. Conference Tutorial (Jeju, 12/2020), Randomized Adversarial Imitation Learning for Autonomous Driving
- 2020 KICS Fall Conference Tutorial (Seoul, 11/2020), Trends in Multi-Agent Deep Reinforcement Learning for Distributed Computing
- 2020 KICS Summer Conference Tutorial (Jeju, 08/2020), Deep Learning Computation for Economic Theory and Its Applications
- 2020 KICS Winter Conference Tutorial (Kangwon, 02/2020), Deep Learning Applications to Computer Networking
- 2020 KICS Winter Conference Tutorial (Kangwon, 02/2020), Deep Neural Network Basics
- 2019 KICS Fall Conference Special Session Talk (Seoul, 11/2019), AI Methods for Network and Mobility Platform
- 2019 IEEK Hyundai Motors Special Session (Jeju, 06/2019), Explainable AI (XAI) and Imitation Learning for Automotive Applications
- 2019 KIPS Spring Conference Tutorial (Seoul, 05/2019), Deep Learning Basics and Representative Models
- 2019 KICS Winter Conference Tutorial (Kangwon, 01/2019), Deep Learning Methods for Advanced Network
- 2017 KICS Summer Conference Tutorial (Jeju, 06/2017), GPU Computing Platforms and Software for Deep Learning
- 2017 KCC Summer Conference Special Session (Jeju, 06/2017), Dynamic Control and Software for Next-Generation Distributed Platforms
- 2017 KICS Winter Conference Tutorial (Kangwon, 01/2017), Machine Learning Techniques for Mobile Computing
Industry Presentations (Selected)
- International: Huawei Research Center (Text-Aware Image Understanding Workshop) (Online, 11/2021), Ericsson-LG (R&D Hackathon / AI Learning Challenge -- Keynote Speech) (Seoul, Korea, 05/2021), Huawei Research Center (Deep Learning/Machine Learning for Computer Vision) (Online, 09/2020), Huawei Research Center (Fundamental and Applied Problems of Machine Learning) (Nizhny Novgorod, Russia, 12/2019), City University of Hong Kong (Hong Kong, 11/2018), Intel Communications and Devices Group (iCDG) [Cellular Modem TechTalk] (Santa Clara, CA, USA, 01/2016), Nokia Research Center at Berkeley (Berkeley, CA, USA, 08/2014), Qualcomm Research Center (San Diego, CA, USA, 02/2014)
- Korea: LIG Nex1 (Pankyo), Solvit System (Seoul), Korea Institute of Machinery & Materials (Daejeon), Korea Meteorological Administration (Seoul), Hyundai NGV (Seoul), SK Telecom (SKT) (Seoul), Agency for Defense Development (ADD) (Seoul), SK Hynix (Icheon), Naver Labs - Robotics Lab (Pankyo), ETRI (Daejeon), KT AI Tech Center (Seoul), LG Electronics (Seoul), Posco ICT (Pankyo), LG U+ (Seoul), SK Broadband (Seoul), Korea Electronics Technology Institute (KETI) (Pankyo), Korea Electric Power Corporation (KEPCO) Research Institute (Daejeon), Samsung Electronics (Hwasung)

(Technical Program Committees)

TPC Chair-Level Activities
- CCNC: 2022 (Track Chair, T7 (Security, Privacy and Content Protection))
- NAS: 2019 (Track Co-Chair, Network Track)
- GLOBECOM: 2015 (TPC Chair, Workshop on Millimeter-Wave Backhaul and Access)
TPC General Activities
- 2024: ICC (Selected Areas in Communications -- Integrated Sensing and Communication Track), ICC (Selected Areas in Communications -- Reconfigurable Intelligent Surfaces and Smart Environments Track)
- 2023: ICC (Wireless Communications Symposium), ICC (Selected Areas in Communications -- Integrated Sensing and Communication Track), ICC (Selected Areas in Communications -- Reconfigurable Intelligent Surfaces and Smart Environments Track), MASS, WCNC
- 2022: GLOBECOM (Selected Areas in Communications -- Machine Learning for Communications), MASS, ICC (Wireless Communications Symposium), WCNC, VTC-Fall, COMNETSAT, IPDPS (Heterogeneity in Computing Workshop), MSN (Track 3: Security, Privacy, Trust, and Blockchain)
- 2021: GLOBECOM (Selected Areas in Communications -- Machine Learning for Communications), GLOBECOM (IoTSN), ICC (Wireless Communications Symposium), MASS, ICCCN, MSN, COMNETSAT, WCNC, EuCAP
- 2020: GLOBECOM (Ad-hoc and Sensor Networks Symposium), WCNC, WCNC (Workshop on Aerial Communications in 5G and Beyond Networks), COMNETSAT
- 2019: VTC-Spring, ICDCS (Distributed Green Computing & Energy Management), NAS (Network Track), Blockchain, MobiHoc, EuCAP
- 2018: APWCS, AsiaCCS (Workshop on Security in Cloud Computing), ATC
- 2016: VTC-Spring
- 2015: VTC-Spring, EuCAP
- 2014: VTC-Fall
- 2012: MASS (Workshop on Internet of Things Technology and Architectures)