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INSLABIntelligenceNetwork&System.Lab
Director Dae-Young Kim
Lab Director (PI)

Dae-Young Kim (๊น€๋Œ€์˜)

Doctor of Philosophy

Dept. of Computer Software Engineering
Soonchunhyang University
22 Soonchunhyang-ro, Sinchang-myeon, Asan-si, Chungcheongnam-do, Multimedia Bldg. M511
dyoung.kim_at_sch.ac.kr
Lecture 2026-1
Recorded in "Marquis Who's Who in the World 2016"

Education & Career

Career

2021.03 ~ Current

Assistant Professor

Dept. of Computer Software Engineering, Soonchunhyang University

2017.09 ~ 2021.02

Assistant Professor

School of Computer Software, Daegu Catholic University

2015.09 ~ 2017.08

Assistant Professor

Dept. of Computer Software Engineering, Changshin University

2015.05 ~ 2015.08

Research Staff

R&D Division, GITC

2013.04 ~ 2015.04

Research Staff

AirPlug, Inc.

2010.08 ~ 2013.04

Research Staff

Communication Lab., LIG Nex1 Co., Ltd.

Education

2006.03 ~ 2010.08

Ph.D. in Computer Engineering

Kyung Hee University

2004.03 ~ 2006.02

M.S. in Computer Engineering

Kyung Hee University

2000.03 ~ 2004.02

B.S. in Electronic Engineering

Kyung Hee University

Research Areas

Computer systems, Network, Data, and Service using Intelligence

Research Areas Diagram

Selected Publications

Selected publications and research highlights. For a complete list of ongoing and past research outcomes from all lab members, please visit our main publications page.

2026Journal

Graph Temporal Attention Self-Supervised Network for Real-Time Anomaly Detection in Industrial IoT Systems

Samia Zahid, Zilong Jin, Dae-Young Kim//ELSEVIER Engineering Applications of Artificial Intelligence, Submitted

IoTAnomaly DetectionGNN
Jan 15, 2026Journal

Optimizations in Enumerating Maximal Balanced Bicliques: Pruning and Vertex Sorting

Ilkhomjon Sadriddinov, Sony Peng, Sophort Siet, Dae-Young Kim, Kyuwon Park, Doo-Soon Park, Gangman Yi//Human-centric Computing and Information Sciences (SCIE), Vol. 16, ID 2

AlgorithmsBicliques
DOI
Apr 16, 2025Journal

Integration of Federated Learning and Graph Convolutional Networks for Movie Recommendation Systems

Sony Peng, Sophort Siet, Ilkhomjon Sadriddinov, Dae-Young Kim, Kyuwon Park, Doo-Soon Park//TECH SCIENCE PRESS Computers, Materials & Continua (SCIE), Vol. 83, No. 2, pp.2041-2057

Federated LearningGCN
DOI
Feb 27, 2025Journal

Algorithm for Mining Maximal Balanced Bicliques using Formal Concept Analysis

Sadriddinov Ilkhomjon, Sony Peng, Sophort Siet, Dae-Young Kim, Doo-Soon Park, Gangman Yi//IEEE Access (SCIE), Vol. 13, pp. 35113-35123

Data MiningFCA
DOI
Feb 19, 2025Conference

Improve the Reliability of Data Collected from IoT Devices by Allowing Redundancy of Data Transmissions in LPWAN

So-Yeon Lee, Dae-Young Kim//Proc. of 5th IFSA Winter Conference on Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI 2025), Granada, Spain

LPWANReliability
View All Lab Publications

Research Projects

Ongoing Projects

2025.07 ~ 2026.02

AI๊ธฐ๋ฐ˜ ์Šค๋งˆํŠธ์‹œํ‹ฐ ํด๋ฆฐ ์‹œ์Šคํ…œ ๊ฐœ๋ฐœ / Development of AI-based clean systems of a smart city

Agency: Aigenn

Past Projects

2021.03 ~ 2025.02

๋ฉ€ํ‹ฐ๋„๋ฉ”์ธ ๋ชจ๋ฐ”์ผ ์‚ฌ๋ฌผ์ธํ„ฐ๋„ท์˜ ์ง€๋Šฅ ์„œ๋น„์Šค๋ฅผ ์œ„ํ•œ ์ธํ…ํŠธ ๊ธฐ๋ฐ˜ ์ž์œจ ๋„คํŠธ์›Œํ‚น ๊ธฐ์ˆ  ์—ฐ๊ตฌ

Agency: NRF

2022.03 ~ 2025.02

๋„คํŠธ์›Œํฌ ์ƒํƒœ ์ธ์ง€๋ฅผ ์œ„ํ•œ ๋ฐ์ดํ„ฐ ํ•™์Šต ๋ชจ๋ธ ๊ฐœ๋ฐœ

Agency: LIG Nex1

2022.07 ~ 2024.12

์Šค๋งˆํŠธ์‹œํ‹ฐ ๊ตฌ์ถ•์„ ์œ„ํ•œ ์ง€๋Šฅํ˜• 5G/6G ํ•ต์‹ฌ ์ธํ”„๋ผ ๊ธฐ์ˆ  ๊ฐœ๋ฐœ

Agency: IITP

2020.06 ~ 2021.12

ํ˜์‹ ์กฐ๋‹ฌ ์—ฐ๊ณ„ํ˜• ์‹ ๊ธฐ์ˆ  R&D ์‚ฌ์—… / A Study on AI-based Monitoring System for Wildlife

Agency: MOTIE

2016.11 ~ 2019.10

์›๊ฑฐ๋ฆฌ ์‚ฌ๋ฌผ์ธํ„ฐ๋„ท์˜ ์‚ฐ์—…์šฉ ์‘์šฉ์„ ์œ„ํ•œ LPWAN ํ”„๋ ˆ์ž„์›Œํฌ ์—ฐ๊ตฌ

Agency: NRF

2016.11 ~ 2017.10

LTE๋ง๊ณผ ์„ผ์„œ๋ฅผ ์ด์šฉํ•˜์—ฌ ์‚ฐ์—…์žฌํ•ด ์˜ˆ๋ฐฉ ๋ฐ ๋Œ€์‘์„ ์œ„ํ•œ ๋ชจ๋“ˆ์‹ ์›จ์–ด๋Ÿฌ๋ธ” ๋””๋ฐ”์ด์Šค ๋ฐ ์œ„์น˜๊ฒ€์ถœ ์–ดํ”Œ๋ฆฌ์ผ€์ด์…˜ ๊ฐœ๋ฐœ

Agency: SMBA

2015.09 ~ 2016.08

AHRS ๊ธฐ๋ฐ˜ ์˜์œ ์•„ ๊ฑด๊ฐ•์ฒดํฌ ์›จ์–ด๋Ÿฌ๋ธ” ๋””๋ฐ”์ด์Šค ๋ฐ ์†”๋ฃจ์…˜ ๊ฐœ๋ฐœ

Agency: SMBA

2013.04 ~ 2015.04

Multiple Access Optimization (MAO) in Heterogeneous Wireless Networks

Agency: AirPlug

2010.08 ~ 2013.04

Development of Radio Systems Based on Mobile Ad-hoc Networks for Network Centric Warfare

Agency: LIG Nex1

2006.11 ~ 2010.08

A Study on East-West Neo Medical u-Life Care Technology

Agency: MIC ITRC

2008.09 ~ 2010.08

m-MediNet: Enabling Smart Medical Spaces over Wireless Body Area Networks

Agency: KOSEF

2009.01 ~ 2010.08

Future Convergence Service Platform Research Team

Agency: KRF BK21

2007.08 ~ 2009.07

A Study on Common Radio Resource Management in Next-generation Overlaid Wireless Networks

Agency: KRF

2006.04 ~ 2006.10

A Study on Next Generation Mobile Network Architecture for Optimized Integration of Heterogeneous Wireless Networks

Agency: ETRI

2005.07 ~ 2006.06

A Study on Mobility Support for Wireless Sensor Network

Agency: KRF

2005.06 ~ 2005.11

A Study on Service Modeling and Infrasystem Architecture for Next-generation Mobile Communication System

Agency: ETRI

2004.05 ~ 2005.05

Implementation and Performance Enhancement of W-LAN/3G Dual-mode Terminal

Agency: Samsung Electronics

2004.06 ~ 2004.11

A Study on Integrating 2.3GHz Portable Internet into W-LAN and 3G Network

Agency: ETRI

Patents

Registered (16)

2024.10.2810-2724677

MTC(machine type communication) ์žฅ์น˜ ๋ฐ ๋ฐ์ดํ„ฐ ์–ด๊ทธ๋ฆฌ๊ฒŒ์ด์…˜ ๊ธฐ๋ฐ˜ ์—…๋งํฌ ์ „์†ก๋ฐฉ๋ฒ•

2021.11.2210-2331237

์œ„์ž„๋œ ๋…ธ๋“œ ์ฆ๋ช…๋ฐฉ์‹ ๊ธฐ๋ฐ˜ ๋ณด์•ˆ ๋ฐ์ดํ„ฐ ์ „์†ก๋ฐฉ๋ฒ•

2021.08.0910-2289980

์ €์ „๋ ฅ ๊ด‘์—ญํ†ต์‹ ๋ง์—์„œ ๋ฉ€ํ‹ฐ์บ์ŠคํŠธ ์—…๋งํฌ ๋ฐ์ดํ„ฐ ์ „์†ก ๋ฐฉ๋ฒ•

2020.11.0910-2178880

๋””๋ฐ”์ด์Šค ํด๋Ÿฌ์Šคํ„ฐ๋ง์— ๊ธฐ๋ฐ˜ํ•œ ๋กœ๋ผ ํ†ต์‹  ๋„คํŠธ์›Œํฌ ์‹œ์Šคํ…œ ๋ฐ ๋ฐ์ดํ„ฐ ์ „์†ก ๋ฐฉ๋ฒ•

2019.11.1310-2046713

๋ชจ๋ฐ”์ผ ๋น„๋””์˜ค์˜ ํ’ˆ์งˆํ–ฅ์ƒ์„ ์œ„ํ•œ ๋ชจ๋ฐ”์ผ ์—์ง€ ํด๋ผ์šฐ๋“œ์—์„œ์˜ ํŠธ๋ž˜ํ”ฝ ๊ด€๋ฆฌ ๋ฐฉ๋ฒ• ๋ฐ ์ด๋ฅผ ์œ„ํ•œ ์žฅ์น˜

2019.08.0710-2010670

์ €์ „๋ ฅ ๊ด‘์—ญ ๋„คํŠธ์›Œํฌ์—์„œ ํŠธ๋ž˜ํ”ฝ ํŠน์„ฑ์„ ๊ณ ๋ คํ•œ ์ด์ค‘ ์ฑ„๋„ ๋งค์ฒด ์ ‘๊ทผ ์ œ์–ด ๋ฐฉ๋ฒ• ๋ฐ ์žฅ์น˜

2017.06.0210-1745580

๋‹ค์ข… ๋„คํŠธ์›Œํฌ์—์„œ ์ ‘์† ๋„คํŠธ์›Œํฌ๋ฅผ ์„ ํƒํ•˜๋Š” ๋ฐฉ๋ฒ•

2013.05.2310-1269234

๋ฌด์„  ๋„คํŠธ์›Œํฌ์—์„œ์˜ ๋งํฌ ํ’ˆ์งˆ ๊ธฐ๋ฐ˜ ๋ฐ์ดํ„ฐ ์ „์†ก ๋ฐฉ๋ฒ• ๋ฐ ์žฅ์น˜

2012.12.0510-1211157

๋ฌด์„  ์‹ ์ฒด ํ†ต์‹  ๋ง์—์„œ์˜ ๋งฅ ํ”„๋กœํ† ์ฝœ์„ ์œ„ํ•œ ๋™์  ๋น„๊ฒฝ์Ÿ ํ• ๋‹น ๋ฐฉ๋ฒ• ๋ฐ ์ด๋ฅผ ์ด์šฉํ•œ ๋ฌด์„  ๋„คํŠธ์›Œํฌ ํ†ต์‹  ๋ฐฉ๋ฒ•

2012.11.0910-1201677

์„ผ์„œ ๋…ธ๋“œ์˜ ๊ฒฝ๋กœ ํƒ์ƒ‰ ์žฅ์น˜

2012.11.0910-1201678

์†Œ์Šค ๋…ธ๋“œ์˜ ๊ฒฝ๋กœ ํƒ์ƒ‰ ๋ฐฉ๋ฒ•

2012.05.0910-1146661

๋ฌด์„  ์ธ์ฒด ํ†ต์‹ ๋ง์—์„œ ๋„คํŠธ์›Œํฌ์˜ ์ˆ˜๋ช… ์—ฐ์žฅ๊ณผ ํ†ต์‹  ์‹ ๋ขฐ์„ฑ ํ–ฅ์ƒ์„ ์œ„ํ•œ ๋ผ์šฐํŒ… ์‹œ์Šคํ…œ ๋ฐ ๊ทธ์— ๋”ฐ๋ฅธ ๋„คํŠธ์›Œํฌ ํ†ต์‹  ๋ฐฉ๋ฒ•

2012.02.2110-1121048

๋ฌด์„  ์‹ ์ฒด ํ†ต์‹  ๋ง์—์„œ์˜ ๋งฅ ํ”„๋กœํ† ์ฝœ ๋ฐ ์ด๋ฅผ ์ด์šฉํ•œ ๋ฌด์„  ๋„คํŠธ์›Œํฌ ํ†ต์‹  ๋ฐฉ๋ฒ•

2010.12.0310-1000006

๋ฌด์„  ์„ผ์„œ ๋„คํŠธ์›Œํฌ์—์„œ ์š”๊ตฌ๋˜๋Š” ํ†ต์‹  ์‹ ๋ขฐ๋„๋ฅผ ๋งŒ์กฑ์‹œํ‚ค๊ธฐ ์œ„ํ•œ ์ „์†ก ๋ฐฉ๋ฒ•

2010.04.0210-0952229

๋น„์ฝ˜ ๋น„๊ฐ€์šฉ ๋ชจ๋“œ์˜ ์ €์ „๋ ฅ ์ง€๊ทธ๋น„ ์„ผ์„œ ๋„คํŠธ์›Œํฌ ์‹œ์Šคํ…œ ๋ฐ ๊ทธ์— ๋”ฐ๋ฅธ ๋„คํŠธ์›Œํฌ ํ†ต์‹  ๋ฐฉ๋ฒ•

2009.04.0310-0893007

์ด๊ธฐ์ข… ๋ฌด์„  ๋„คํŠธ์›Œํฌ ์‹œ์Šคํ…œ์—์„œ์˜ ํŽ˜์ด์ง• ๋ฐฉ๋ฒ• ๋ฐ ์ด๋ฅผ์œ„ํ•œ ์žฅ์น˜

Filed (8)

2024.11.1910-2024-0165124

์—ฐ์‚ฐ ํšจ์œจ์„ฑ์ด ๋†’์€ 2D-CNN ๋ชจ๋ธ์„ ํ™œ์šฉํ•˜์—ฌ ์œ„์น˜ ๊ธฐ๋ฐ˜ ๊ทธ๋ฃนํ™” ๊ธฐ๋ฒ•์„ ํ†ตํ•œ ๋‹ค์ค‘ ๊ฐ์ฒด๋ฅผ ์ธ์‹ํ•˜๋Š” ๋ฐฉ๋ฒ• ๋ฐ ๊ทธ ์žฅ์น˜

2024.04.0810-2024-0047085

๋”ฅ๋Ÿฌ๋‹ ์•Œ๊ณ ๋ฆฌ์ฆ˜์„ ํ™œ์šฉํ•œ ์Šค๋งˆํŠธํŒฉํ† ๋ฆฌ ๋‚ด ์‚ฐ์—…์šฉ ํŒฌ์—์„œ ๋ฐœ์ƒํ•˜๋Š” ๋…ธ์ด์ฆˆ ๋ถ„์„ ๋ฐฉ๋ฒ• ๋ฐ ๊ทธ ์žฅ์น˜

2017.01.1710-2017-0008288

๋กœ๋ผ ๋ฌด์„  ํ†ต์‹ ์„ ์ด์šฉํ•œ ํ†ต์‹  ์„œ๋น„์Šค ์ œ๊ณต ๋ฐฉ๋ฒ•

2016.12.2110-2016-175762

๋ฐ์ดํ„ฐ ์™œ๊ณก์„ ๋ฐฉ์ง€ํ•  ์ˆ˜ ์žˆ๋Š” ์ธํ„ฐ๋„ท ๋„คํŠธ์›Œํฌ ์‹œ์Šคํ…œ

2016.12.2110-2016-175763

์‚ฌ๋ฌผ์ธํ„ฐ๋„ท ๋„คํŠธ์›Œํฌ์—์„œ ๊ฒŒ์ดํŠธ์›จ์ด์˜ ๋ถ€ํ•˜๋ฅผ ๋ถ„์‚ฐ ์ œ์–ดํ•˜๋Š” ๋ฐฉ๋ฒ•

2016.12.2110-2016-175765

๋ฐฉํ™”์…”ํ„ฐ ๋™์ž‘ ์ œ์–ด ์‹œ์Šคํ…œ

2015.12.2810-2015-0187889

์ง€์—ฐ ํ—ˆ์šฉ ์„ผ์„œ ๋„คํŠธ์›Œํฌ์—์„œ ์ด๋™ ์‹ฑํฌ ๋…ธ๋“œ์™€์˜ ์ ‘์†์„ ์ œ์–ดํ•˜๋Š” ๋ฐฉ๋ฒ•

2009.06.08PCT/KR2009/003064

Non-beacon Mode Zigbee Sensor Network System for Low Power Consumption and Network Communication Method Thereof