Hello, I'm

Chaeyun Lim

임채윤

Integrated M.S.–Ph.D. Student in Applied Artificial Intelligence

Myongji University, South Korea

Exploring the convergence of Artificial Intelligence, Wireless Networking and Extended Reality.

Research Interests

Artificial Intelligence (AI) · Wireless Networking (Wi-Fi MAC) · Extended Reality (XR)

Integrated M.S.–Ph.D. Program in Applied Artificial Intelligence @ Myongji University (DAN Lab.)

I study how learning-based methods can make wireless networks more efficient, and how those networks can better support immersive media.

Wi-Fi MAC & Latency Reinforcement-learning-based contention window control for IEEE 802.11bn to reduce tail latency under dynamic QoS traffic.
Distributed Learning over Ad Hoc Networks Communication-efficient federated learning (Baton-FL, Chain FL) for UAV and wireless ad hoc environments.
Immersive 3D Media ROI-aware point cloud downsampling and 3D detection for efficient transmission of XR content.

Experience

Education & Research

2025.03 - Present

Integrated M.S.–Ph.D. in Applied Artificial Intelligence

Myongji University · DAN Lab.

2024.05 - 2025.02

Undergraduate Researcher

Myongji University · DAN Lab.

2019.03 - 2025.02

B.E. in ICE · Valedictorian

Myongji University

Activities

XR·AI United Society

2025.10 - 2026.02

XREAL 9th OB

Dev Team

2025.03 - 2025.08

XREAL 8th Leader

Dev Team Lead

2024.09 - 2025.02

XREAL 7th Junior

Dev Team

Publications

2026.04

Adaptive Point Cloud Downsampling Based on 3-D ROI Detection for Improved Perceptual Quality

Chaeyun Lim, Seunghyun Park, Hyunhee Park

IEEE Access, vol. 15, pp. 68039–68053SCIE

DOI: 10.1109/ACCESS.2026.3689278

2026.09

Chain Federated Learning: Communication-Efficient Serverless FedAvg for Wireless Ad Hoc Networks

Chaeyun Lim, Hyunhee Park

The 29th International Conference on Network-Based Information Systems (NBiS 2026) · Osaka, Japan · Oral PresentationSCOPUSBest Paper

DOI: 10.1007/978-3-032-38477-5_3

2025.11

Adaptive ROI-Aware Point Cloud Downsampling for 3D Media Transmission

Chaeyun Lim, Yongho Kim, Hyunhee Park

International Conference on Broadband and Wireless Computing, Communication and Applications (BWCCA 2025) · UAE (Online) · Oral PresentationSCOPUS

DOI: 10.1007/978-3-032-10347-5_6

2026.06

Baton-FL: Distributed Federated Learning via Model Passing for UAV Ad Hoc Networks

Baton-FL: UAV Ad Hoc 네트워크에서의 모델 패싱 기반 분산 연합학습

Chaeyun Lim, Hyunhee Park

Summer Annual Conference of the Korean Institute of Communications and Information Sciences (KICS Summer 2026) · Jeju, Korea · Poster Presentation

2026.04

Multi-head DQN-Based Adaptive Contention Window Exponent Control for IEEE 802.11bn P95 Latency Reduction in Dynamic QoS Traffic Environments

동적 QoS 트래픽 환경에서의 IEEE 802.11bn Tail Latency 감소를 위한 Multi-head DQN 기반 적응형 Contention Window 지수 제어

Chaeyun Lim, Hyunhee Park

Joint Conference on Communications and Information (JCCI 2026) · Yeosu, Korea · Oral Presentation

2026.02

Geometry-guided Multi-View Data Augmentation from a Single Image with Generative Completion

단일 이미지 기반 기하 일관 다중 시점 합성과 생성적 보완을 이용한 데이터 증강

Chaeyun Lim, Hyunhee Park

Winter Annual Conference of the Korean Institute of Communications and Information Sciences (KICS Winter 2026) · Yongpyeong, Korea · Oral PresentationOutstanding Paper

2025.09

3D Object Detection based on Multi-Axis Plane Projection for ROI-Preserving Point Cloud Downsampling

다축 평면 투영 기반 3D 객체 탐지를 활용한 ROI 보존형 포인트 클라우드 다운샘플링

Chaeyun Lim, Hyunhee Park

Korea Artificial Intelligence Conference (KAIC 2025) · Jeju, Korea · Oral PresentationOutstanding Paper

2025.04

An Idea Proposal for Egocentric 3D Pose Estimation Using Wi-Fi CSI

Wi-Fi CSI 기반 일인칭 시점에서의 3D 자세 추정 아이디어 제안

Chaeyun Lim, Hyunhee Park

Joint Conference on Communications and Information (JCCI 2025) · Sokcho, Korea · Oral Presentation

2025.02

CBAM-YOLO11pico: On Smartphones and VR/AR Devices Proposing an Ultra-lightweight Model for Real-Time Object Detection

CBAM-YOLO11pico: 스마트폰 및 VR/AR 디바이스에서의 실시간 객체 탐지를 위한 초경량 모델 제안

Chaeyun Lim, Hyunhee Park

Winter Annual Conference of the Korean Institute of Communications and Information Sciences (KICS Winter 2025) · Yongpyeong, Korea · Undergraduate Poster Presentation

2024.11

Development of MR-based AI Companion Contents for Utilizing XR·AI technology in Daily life

일상 생활에서의 XR·AI 기술 활용을 위한 MR 기반 인공지능 컴패니언 콘텐츠 개발

Chaeyun Lim, Sohyeon Jang, Hyunhee Park

Autumn Annual Conference of the Korean Institute of Communications and Information Sciences (KICS Autumn 2024) · Gyeongju, Korea · Undergraduate Poster Presentation

Projects

Funded research projects at DAN Lab. Projects are led by the lab's principal investigator unless marked PI.

2026.10 – 2028.09

Joint Energy-QoE Optimization for Video Delivery in Satellite-UAV-6G Networks via Stochastic Modeling and Generative AI

위성-UAV-6G 융합 네트워크에서의 비디오 전송을 위한 확률 모델링 및 생성형 AI 기반 에너지-체감품질 결합 최적화

Korea–France Cooperation Foundation Program (PHC STAR – Partenariat Hubert Curien) · Joint research with IRISA / Université de Rennes

Role: Main researcher

2026.09 – 2027.08

Meta-Reinforcement Learning for Adaptive Channel Access Optimization in Self-Healing Multi-AP Networks

다중 AP 협력 환경에서의 자가복구 네트워크를 위한 메타강화학습 기반 적응형 채널 접근 최적화 연구

National Research Foundation of Korea (NRF) · Graduate Research Fellowship Program

Role: Principal Investigator · sole awardee of a competitive national research fellowshipPI

2025.04 – 2029.03

Development of Hybrid Inspection Equipment Incorporating Deep-Learning-Based Optical Character Recognition (OCR) and Chipping Detection

제습모듈을 내장한 웨이퍼 이송장비 및 편축보정기술개발과 딥러닝을 활용한 광학문자인식(OCR) 및 Chipping 검출을 포함한 하이브리드 검사장비 기술 개발

Korea Technology and Information Promotion Agency for SMEs (TIPA) · SME Technology Innovation Development Program (Export-Oriented) · Joint research institution

Role: Leading research and experiments

2025.04 – 2025.10

Development of an Embedded-AI Virtual Keypad for Small Edge Devices

임베디드 AI 기반 소형 엣지 디바이스용 가상키패드 개발

Industry-commissioned research project · Innopiatech Co., Ltd.

Role: Main researcher for the year · research, development, experiments and final report

2024.08 – 2027.12

Development of a Vision Recognition Technology SDK Based on Domestic AI Semiconductors

국산 AI반도체 기반 비전인식기술 소프트웨어개발도구(SDK) 개발

Ministry of Trade, Industry and Energy (MOTIE) / KEIT · Materials & Components Technology Development Program (Heterogeneous Technology Convergence) · Joint research institution

Role: Leading research, experiments and report writing (since 2025.03)

2022.03 – 2027.02

AI-MAC Protocol on Distributed Machine Learning for Intelligent Flying Base Stations

분산 머신러닝 기반 지능형 플라잉 기지국을 위한 AI-MAC 프로토콜

National Research Foundation of Korea (NRF) · Basic Science Research Program (Mid-Career Researcher)

Role: Research and paper writing (since 2025.03)

Awards & Honors

Awards

2026.09

Best Paper Award, The 29th International Conference on Network-Based Information Systems (NBiS-2026)

제29회 NBiS-2026 국제학술대회 최우수논문상

Chaeyun Lim, Hyunhee Park, “Chain Federated Learning: Communication-Efficient Serverless FedAvg for Wireless Ad Hoc Networks”

2026.07

Excellence Award, Gyeonggi RISE G7 (AI) Industry-Coupled PBL (IC-PBL+) Competition

경기 RISE G7 (AI분야) IC-PBL+ 경진대회 우수상

2026.02

Outstanding Paper Award (Haedong Award), Korean Institute of Communications and Information Sciences (KICS)

한국통신학회 해동우수논문상

Chaeyun Lim, Hyunhee Park, “Geometry-guided Multi-View Data Augmentation from a Single Image with Generative Completion”

2025.09

Outstanding Paper Award, Korea Artificial Intelligence Conference (KAIC 2025)

한국 인공지능 학술대회 우수논문상

Chaeyun Lim, Hyunhee Park, “3D Object Detection based on Multi-Axis Plane Projection for ROI-Preserving Point Cloud Downsampling”

2025.02

Valedictorian (Top of Graduating Class), Dept. of Information and Communication Engineering, Myongji University

명지대학교 정보통신공학과 수석 졸업

2024.10

Encouragement Award, XR Developer Challenge (Metaverse Developer Competition)

메타버스 개발자 경진대회 장려상

Scholarships

2026.06

Merit Scholarship for Master's Students in Science & Engineering, Korea Student Aid Foundation (KOSAF)

한국장학재단 이공계 석사 우수 장학생

2023.06

National Science & Technology Scholarship, Korea Student Aid Foundation (KOSAF)

한국장학재단 이공계 국가 우수 장학생

Certifications

2024.06

Engineer Information Processing (Korean National Certification)

정보처리기사

2024.03

Pilot of an Ultra Light Vehicle (Unmanned Multicopter, 1st)

초경량비행장치 조종자 (무인멀티콥터/1종)

Get in Touch

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