Real-Time Anomaly Detection with Contextual Log Parsing in Distributed Systems Hadjou Ilyas, Irshad Khan, and Young-Woo Kwon — 45th International Symposium on Reliable Distributed Systems (SRDS 2026), Sept. 2026BKCS정보과학회 우수
Event-Driven Double Dueling Deep Q-Learning for Efficient Serverless Edge Function Offloading and Scheduling Manish Pandey and Young-Woo Kwon — IEEE Transactions on Cloud Computing (accepted for publication), Jun. 2026SCIE
Falconf: Configuration Error Diagnosis via Log Sequence Learning and Automated Misconfiguration Injections Youyang Kim, Sahil Suneja, Yunja Choi, Young-Woo Kwon, Byungchul Tak — 46th IEEE International Conference on Distributed Computing Systems (ICDCS 2026), Jun. 2026BKCS정보과학회 우수
A Real-Time Pedestrian Top-View Tracking System for Multicamera Environment Jijoon Choi and Young-Woo Kwon — International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2026), Feb. 2026
2025
Analyzing Spatio-Temporal Graph Neural Networks to Predict Urban Flooding on Unstructured Mesh Jaegeun Jang and Young-Woo Kwon — IEEE Big Data 2025, Dec. 2025 (Poster)정보과학회 우수
A Probabilistic Multi-Scale Temporal Framework for Quality Assessment in the IoT Sensor Network Sun-Hye Lee and Young-Woo Kwon — IEEE Big Data 2025, Dec. 2025 (Poster)정보과학회 우수
Multi-Scale Dual-VAE with Extreme-Aware Threshold Optimization for Flood Early Warning Daegwang Kim and Young-Woo Kwon — IEEE Big Data 2025, Dec. 2025 (Poster)정보과학회 우수
Cognitive Consistency Verification: Neuro-Symbolic Approach For Mitigating VLM Hallucination Hyeong-Ryul Jo and Young-Woo Kwon — 5th IEEE Big Data Workshop on Multimodal AI, Dec. 2025
Lightweight deep transfer learning for earthquake detection in resource-constrained IoT devices Irshad Khan, Jae-Kwang Ahn, and Young-Woo Kwon — Journal of Seismology, Vol. 29, Issue 4, pp. 759–777, Aug. 2025SCIE
Real-Time Urban Flood Detection Using YOLOv5-Seg Jaegeun Jang and Young-Woo Kwon — 16th International Conference on Ubiquitous and Future Networks (ICUFN), Jul. 2025
PROBA: Enhancing Serverless Edge Computing via Adaptive Task Scheduling and Probabilistic Resource Sharing Manish Pandey, Byungchul Tak, and Young-Woo Kwon — IEEE Cloud 2025, Jul. 2025정보과학회 우수
Radar-based Hand Gesture Recognition with Feature Fusion using Robust CNN-LSTM and Attention Architecture Irshad Khan and Young-Woo Kwon — IEEE Access, Apr. 2025SCIE
A transformer-based real-time earthquake detection framework in heterogeneous environments Aming Wu, Irshad Khan, and Young-Woo Kwon — Scientific Reports, Vol. 15, Issue 1, Mar. 2025SCIE
Improving the Efficiency of Container Image Deployment through a Cluster Container Registry Jaegeun Jang and Young-Woo Kwon — The Journal of Korean Institute of Communications and Information Sciences, Vol. 50, Issue 3, pp. 511–518, Mar. 2025KCI
Real-Time Traffic Analysis Using Vehicle Trajectory Similarity in Edge Computing Jae-Geun Jang, Jin-Uk Jung, Seonhyeong Kim, Ayoung Choi, and Young-Woo Kwon — ICAIIC 2025, Fukuoka, Japan, Feb. 2025
2024
Enhancing Graph-Based Vulnerability Detection through Standardized Deep Learning Pipelines Jiashun Hao and Young-Woo Kwon — 23rd IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2024), Sanya, China, Dec. 2024 (Acceptance rate: 20%)CORE B
RL-Based Approach to Enhance Reliability and Efficiency in Autoscaling for Heterogeneous Edge Serverless Computing Environment Iliyas Hadjou and Young-Woo Kwon — 29th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2024), Osaka, Japan, Nov. 2024
Searching Temporal Knowledge Graphs to Understand The Impacts of Disasters Seonhyeong Kim and Young-Woo Kwon — 16th International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2024), Calabria, Italy, Sept. 2024정보과학회 우수
Pre-LogMGAE: Identification of Log Anomalies Using a Pre-trained Masked Graph Autoencoder Aming Wu and Young-Woo Kwon — 43rd International Symposium on Reliable Distributed Systems (SRDS 2024), Charlotte, NC, US, Sept. 2024 (Acceptance rate: 31%)BKCS정보과학회 우수
Analysis of Traffic Conditions Through Vehicle Trajectory Similarity Comparison Jaegun Jang and Young-Woo Kwon — 20th International Conference on Multimedia Information Technology and Applications (MITA 2024), Taipei, Taiwan, Jul. 2024
A Structural-Semantic Approach Integrating Graph-based and Large Language Models Representation to Detect Android Malware Irshad Khan and Young-Woo Kwon — 9th International Conference on ICT Systems Security and Privacy Protection (IFIP SEC 2024), Edinburgh, UK, Jun. 2024 (Acceptance rate: 30%)BKCS
FuncMem: Reducing Cold Start Latency in Serverless Computing Through Memory Prediction and Adaptive Task Execution Manish Pandey and Young-Woo Kwon — 39th ACM/SIGAPP Symposium On Applied Computing (SAC 2024), Avila, Spain, Apr. 2024 (Acceptance rate: 30%)BKCS
Applying GNN Models for Diverse Disaster Detection using Temporal Knowledge Graphs Seonhyeong Kim and Young-Woo Kwon — 6th International Conference on Artificial Intelligence in Information and Communication (ICAIIC 2024), Osaka, Japan, Feb. 2024
효율적인 스트리밍 데이터 처리를 위한 메타 휴리스틱 알고리즘 기반의 성능 개선에 관한 연구 DaeGwang Kim and Young-Woo Kwon — The Journal of Korean Institute of Communications and Information Sciences (JKICS), Vol. 40, No. 02, Feb. 2024KCI
분산 메시징 시스템에서 Topic과 Partition 관리를 통한 메시지 전송 최적화 Beomjun Nam and Young-Woo Kwon — The Journal of Korean Institute of Communications and Information Sciences (JKICS), Vol. 49, No. 01, Jan. 2024KCI
2023
Disaster Detection through GNN Models using Disaster Knowledge Graphs Seonhyeong Kim, Irshad Khan, and Young-Woo Kwon — IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2023), Kusadasi, Turkey, Nov. 2023 (Acceptance rate: 17.2%)정보과학회 우수
AD-TIN: Edge Anomaly Detection for Temporal Interaction Networks using Multi-representation Attention Aming Wu and Young-Woo Kwon — IEEE/ACM International Conference on Social Networks Analysis and Mining (ASONAM 2023), Kusadasi, Turkey, Nov. 2023 (Acceptance rate: 17.2%)정보과학회 우수
Assessment of Indoor Risk through Deep Learning-based Object Recognition in Disaster Situations Irshad Khan*, Ziyi Guo*, Kihwan Lim, Jaeseon Kim, and Young-Woo Kwon — Multimedia Tools and Applications, 2023SCIE
Multi-class Malware Detection via Deep Graph Convolutional Networks using TF-IDF-based Attributed Call Graphs Irshad Khan and Young-Woo Kwon — 24th World Conference on Information Security Applications (WISA 2023), Jeju Island, Korea, 2023
Development of Seismic Intensity Maps Using Low-Cost Micro-Electro-Mechanical Systems Seismic Network Jae-Kwang Ahn, Jangsoo Lee, Young-Woo Kwon, Jung-Kyu Kim and Dong Youp Kwak — IEEE Access, Vol. 11, pp. 39926–39933, 2023SCIE
Optimizing Memory Allocation in a Serverless Architecture through Function Scheduling Manish Pandey and Young-Woo Kwon — 23rd IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2023), Poster, Bangalore, India, May 2023BKCS
MAFD: A Federated Distillation Approach with Multi-head Attention for Recommendation Tasks Aming Wu and Young-Woo Kwon — 38th ACM/SIGAPP Symposium On Applied Computing (SAC 2023), Short Paper, Tallinn, Estonia, Mar. 2023BKCS
2022
An Open Dataset for Deep Learning-based Earthquake Detection using MEMS Sensors Jangsoo Lee, Jae-Heon Sim, Jae-Kwang Ahn and Young-Woo Kwon — IEEE International Conference on Big Data (Big Data 2022), Poster, Osaka, Japan, Dec. 2022정보과학회 우수
Construction of Disaster Knowledge Graphs to Enhance Disaster Resilience Seonhyeong Kim and Young-Woo Kwon — IEEE International Conference on Big Data (Big Data 2022), Poster, Osaka, Japan, Dec. 2022정보과학회 우수
Attention-based Malware Detection of Android Applications Irshad Khan and Young-Woo Kwon — IEEE International Conference on Big Data (Big Data 2022), Poster, Osaka, Japan, Dec. 2022정보과학회 우수
Comparison of Meta-Heuristic Algorithms for Task Scheduling in Distributed Stream Processing Dohan Kim, Aming Wu and Young-Woo Kwon — 27th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2022), Nov. 2022
개인형 이동수단 안전 보조 서비스 개발 김상준, 권영우 — 한국 ITS 학회 학술대회, Nov. 2022우수논문상
비정형 데이터 분석을 통한 재난 상황 인식 연구 김미소, 정윤규, 박지운, 김선형, 권영우 — 한국정보과학회 학술발표논문집, Jun. 2022
분산 스트림 처리 시스템을 위한 메타 휴리스틱 알고리즘 기반의 다중 목적 스케줄링 김도한, 권영우 — 한국정보과학회 학술발표논문집, Jun. 2022
Onsite Earthquake Alert and Safety Services Using Low-Cost MEMS Sensors Seonhyeong Kim, Kihwan Lim, Jaeseon Kim, and Young-Woo Kwon — IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul. 2022
P-Detector: Real-Time P-Wave Detection in a Seismic Waveform Recorded on a Low-Cost MEMS Accelerometer Using Deep Learning Irshad Khan and Young-Woo Kwon — IEEE Geoscience and Remote Sensing Letters, Vol. 19, pp. 1–5, 2022SCIE
2021
CrowdQuake+: Data-driven Earthquake Early Warning via IoT and Deep Learning Wu Aming*, Jangsoo Lee*, Irshad Khan, and Young-Woo Kwon — IEEE International Conference on Big Data (Big Data 2021), Dec. 2021 (*equal contribution)정보과학회 우수
Augmenting Seismic Data Using Generative Adversarial Network for Low-Cost MEMS Sensors Wu Aming, Juyong Shin, Jae-Kwang Ahn, and Young-Woo Kwon — IEEE Access, Dec. 2021SCIE
Comparison of Program Representations on Vulnerability Detection with Graph Neural Networks Yoola Choi and Young-Woo Kwon — IEIE Transactions on Smart Processing and Computing, 2021
Earthquake Alert Device Using a Low-Cost Accelerometer and its Services Seonhyung Kim, Irshad Khan, Seonhwa Choi, and Young-Woo Kwon — IEEE Access 9, 2021SCIE
Here, There, Anywhere: Profiling-Driven Services to Tame the Heterogeneity of Edge Applications Manish Pandey*, Breno Dantas Cruz*, Minh Le, Young-Woo Kwon, and Eli Tilevich — IEEE International Conference on Smart Data Services (SMDS 2021), Sept. 2021 (*equal contribution, acceptance rate: 32.5%)
Middleware for Edge Devices in Mobile Edge Computing Manish Pandey and Young-Woo Kwon — 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021
An Adaptable and Configurable Middleware System for Collaborative Edge Devices Manish Pandey and Young-Woo Kwon — 36th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), Jun. 2021
MEMS 가속도 센서를 사용한 지진 관측망 운영 사례 신주용, 황의홍, 이장수, 권영우 — 한국통신학회 학술대회논문집, Jun. 2021
그래프 신경망과 합성곱 신경망을 활용한 악성코드 분류 기법의 비교 최유라, 김도한, 권영우 — 한국정보과학회 학술발표논문집, Jun. 2021
공유형 전동킥보드 안전모 대여 및 착용 감지 시스템 김선형, 최유라, 권영우 — 한국통신학회 학술대회논문집, Jun. 2021
객체 탐지를 통한 실내 공간의 위험도 산출 기법 궈쯔이, 권영우 — 한국통신학회 학술대회논문집, Jun. 2021
딥러닝을 이용한 마스크 착용자의 안전모 착용 감지 연구 이재성, 구윤경, 김선형, 최유라, 권영우 — 한국통신학회 학술대회논문집, Jun. 2021
An Earthquake Alert System Based on a Collaborative Approach Using Smart Devices Irshad Khan, Manish Pandey, and Young-Woo Kwon — IEEE/ACM 8th International Conference on Mobile Software Engineering and Systems (MobileSoft), 2021
2020
CrowdQuake: A Networked System of Low-Cost Sensors for Earthquake Detection via Deep Learning Xin Huang*, Jangsoo Lee*, Young-Woo Kwon, and Chul-Ho Lee — ACM KDD 2020 (acceptance rate: 16%, *equal contribution)BKCS 4
Efficiently Sharing Remote Computing Resources for Mobile Devices Minh Le and Young-Woo Kwon — IEIE Transactions on Smart Processing and Computing, 2020
지진 발생 시 장소를 고려한 대피 경로 안내 플랫폼 개발 김선형, 최선화, 김상욱, 권영우 — 한국정보과학회 학술발표논문집, Dec. 2020
MEMS 가속도 센서를 활용한 지진동 경보기의 개발과 운영 김상준, 권영우 — 한국통신학회 학술대회논문집, Aug. 2020
Earthquake Early Warning Using Low-Cost MEMS Sensors Young-Woo Kwon, Jae-Kwang Ahn, Jimin Lee, Chul-Ho Lee — IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Hawaii, USA, Jul. 2020
모바일 프로그램의 런타임 예외에 대한 온라인 Q&A 검색 및 제안 시스템 이민석, 권영우 — 한국정보과학회 학술발표논문집, Jul. 2020
위협 트래픽 분석을 위한 네트워크 트래픽 파싱 시스템 이원규, 신주용, 권영우 — 한국정보과학회 학술발표논문집, Jul. 2020
Earthquake Detection in a Static and Dynamic Environment Using Supervised Machine Learning and a Novel Feature Extraction Method Irshad Khan, Seonhwa Choi, and Young-Woo Kwon — Sensors, 20(3), 2020SCIE
Evaluation of low-cost MEMS acceleration sensors to detect earthquakes Jangsoo Lee and Young-Woo Kwon — Journal of the Korea Society of Computer and Information, 2020
지진 감지를 위한 저가형 MEMS 가속도 센서의 평가 이장수, 권영우 — 한국컴퓨터정보과학회논문지, May 2020
실시간 상황 인지 동적 그래프에 의한 대피로 탐색 및 예측 김선형, 류신혜, 권영우, 김상욱 — 한국 HCI 학회 학술대회, Feb. 2020
2019
A Smart IoT Device for Detecting and Responding to Earthquakes Jangsoo Lee, Irshad Khan, and Young-Woo Kwon — Electronics 8(12), 2019SCIE
Enabling multi-hop remote method invocation in device-to-device networks Minh Le, Stephen Clyde, and Young-Woo Kwon — Human-centric Computing and Information Sciences, Vol. 9, No. 1, Jun. 2019
MEMS 가속도 센서와 이동통신 기지국을 사용한 지진 감지 시스템 이장수, 권영우 — 한국통신학회 학술대회논문집, Jun. 2019
다양한 스마트 장치들을 위한 무선 통신 기반의 지진 대응 플랫폼 구현 이원규, 김재웅, 권용진, 신동길, 권영우 — 한국통신학회 학술대회논문집, Jun. 2019
다양한 실행 환경에서의 개발 과정 개선을 위한 유연하고 효율적인 지속적 통합 이장수, 권영우 — 정보과학회논문지, Apr. 2019
Decomposing Composite Changes for Code Review and Regression Test Selection in Evolving Software Bo Guo, Young-Woo Kwon, and Myoungkyu Song — Journal of Computer Science and Technology, Vol. 34, No. 2, Mar. 2019
Mobile-Oriented Future Internet: Implementation and Experimentations over EU-Korea Testbed Ji-In Kim, Nak-Jung Choi, Tae-Wan You, Heeyoung Jung, Young-Woo Kwon, Seok-Joo Koh — Electronics 8(3), Mar. 2019
A Smart Device Using Low-cost Sensors to Detect Earthquakes Jangsoo Lee, Jae-Seon Kim, Seonhwa Choi, and Young-Woo Kwon — 6th IEEE International Conference on Big Data and Smart Computing (BigComp), Feb. 2019
인공신경망을 활용한 지진감지 김상준, 권영우 — 한국통신학회 학술대회논문집, Jan. 2019
2018
Clone Refactoring Inspection By Summarizing Clone Refactorings and Detecting Inconsistent Changes During Software Evolution Zhiyuan Chen, Young-Woo Kwon, Myoungkyu Song — Journal of Software: Evolution and Process 30(10), 2018
저가형 가속도 센서를 사용한 단독형 지진 감지 장치 이장수, 김재선, 최선화, 권영우 — 한국통신학회 학술대회논문집, Nov. 2018
다양한 실행 환경을 고려한 유연한 지속적 통합 이장수, 권영우 — 한국정보과학회 학술발표논문집 (KCC 2018), Jun. 2018Best paper runner-up
지진 가속도 계측을 위한 다양한 디바이스 및 센서의 성능 및 신뢰성 평가 최병욱, 이원규, 김재웅, 권영우 — 한국정보과학회 학술발표논문집 (KCC 2018), Jun. 2018
보안에 취약한 IoT 장치 검색을 위한 프레임워크 김수범, 우정우, 한현민, 권영우 — 한국정보과학회 학술발표논문집, Jun. 2018
사물인터넷 기반 자동화 기기 오류 상황 사용자 알림 시스템 개발 김지인, 박능엄, 김민희, 박창병, 권영우, 고석주, 정연수 — 대한기계학회 춘추학술대회, May 2018
보안 취약 정도를 고려한 IoT 장치 검색 시스템 이장수, 권영우 — 한국통신학회 학술대회논문집 (KICS 2018), Jan. 2018Best presentation runner-up
사물인터넷을 활용한 쿨링 글러브의 열 전도성 소재 개선 김지인, 박지은, 박유진, 김민희, 권영우, 고석주 — 한국통신학회 학술대회논문집, Jan. 2018
2017
Enabling Flexible and Efficient Remote Execution in Opportunistic Networks through Message-Oriented Middleware Minh Le, Myoungkyu Song, and Young-Woo Kwon — 41st IEEE International Conference on Computers, Software & Applications (COMPSAC), Jun. 2017
Tool Support for Managing Clone Refactorings to Facilitate Code Review in Evolving Software Zhiyuan Chen, Rajesh Bolisetti, Maneesh Mohanavilasam, Young-Woo Kwon, and Myoungkyu Song — 41st IEEE International Conference on Computers, Software & Applications (COMPSAC), Jun. 2017
Reliable and Efficient Mobile Edge Computing in Highly Dynamic and Volatile Environments Minh Le, Zheng Song, Young-Woo Kwon, and Eli Tilevich — 2nd IEEE International Conference on Fog and Mobile Edge Computing (FMEC 2017), May 2017
Utilizing Nearby Computing Resources for Resource-Limited Mobile Devices Minh Le and Young-Woo Kwon — 32nd ACM/SIGAPP Symposium on Applied Computing (SAC 2017), May 2017
2016
An Assessment of Internet of Things Protocols for Resource-Constrained Applications Daehyeok Mun, Minh Le Dinh, and Young-Woo Kwon — 40th IEEE International Conference on Computers, Software & Applications (COMPSAC), Jun. 2016
Smartphone-based Networks for Earthquake Detection Qingkai Kong, Young-Woo Kwon, Louis Schreier, Steven Allen, Richard Allen, and Jennifer Strauss — 15th International Conference on Innovations for Community Services (I4CS 2015), Jul. 2015