| 2026 | ICST | Adaptive Mixing of Embeddings from Multiple Code Language Models for Fault Localization. | Juyoung Yang, EunChan Park, In-Young Ko |
| 2026 | ICWE | Pipelined Simulation Using Cloud-Edge Computing for Safety in Autonomous Driving. | Byeong-il Bae, In-Young Ko |
| 2025 | APSEC | OrchestML: Continuous Integration Tool for Automated Machine Learning Service Compositions. | Arogya Kharel, Xiangchi Song, In-Young Ko |
| 2025 | CHI | WYSIMWYG: Simulation-based Decision Support for Data Distribution of Hyperlocal Services in Edge Cloud Environments. | Sujeong Lim, KyeongDeok Baek, In-Young Ko |
| 2025 | CIKM | Federated Gradient Boosting for Financial Fraud Detection: An Empirical Study in the Banking Sector. | Dae-Young Park, In-Young Ko, Taek-Ho Lee, Junghye Lee |
| 2025 | CIKM | Forecasting at Full Spectrum: Holistic Multi-Granular Traffic Modeling under High-Throughput Inference Regimes. | Zhaoyan Wang, Xiangchi Song, In-Young Ko |
| 2025 | ICWE | Adaptive ML-Enabled Edge-Cloud System Framework for Safe and Efficient Autonomous Systems. | Eunho Cho, In-Young Ko |
| 2025 | ICWE | Troubleshooting Microservices with Heterogeneous Graph Neural Network. | Juyoung Yang, EunChan Park, KyeongDeok Baek, In-Young Ko |
| 2024 | APSEC | Effective Model Replacement for Solving Objective Mismatches in Pre-trained Model Compositions. | Arogya Kharel, KyeongDeok Baek, In-Young Ko |
| 2024 | ICWE | EPFLU: Efficient Peer-to-Peer Federated Learning for Personalized User Models in Edge-Cloud Environments. | Xiangchi Song, Zhaoyan Wang, KyeongDeok Baek, In-Young Ko |
| 2024 | ICWS | HiDRA: A Hierarchical Decentralized Reactive Autoscaler for Spatio-temporal Bursts of Load. | EunChan Park, KyeongDeok Baek, In-Young Ko |
| 2024 | Middleware | An LLM-driven Framework for Dynamic Infrastructure as Code Generation. | Junhee Lee, Sungjoo Kang, In-Young Ko |
| 2023 | ICWE | Learning-Based Quality of Experience Prediction for Selecting Web of Things Services in Public Spaces. | KyeongDeok Baek, In-Young Ko |
| 2023 | ICWE | DESA: Decentralized Self-adaptive Horizontal Autoscaling for Bursts of Load in Fog Computing. | EunChan Park, KyeongDeok Baek, Eunho Cho, In-Young Ko |
| 2022 | CHI | A Conversational Approach for Modifying Service Mashups in IoT Environments. | Sanghoon Kim, In-Young Ko |
| 2021 | SAC | Service consumption planning for efficient service migration in mobile edge computing environments. | Moonyoung Lee, In-Young Ko |
| 2021 | SAC | Auto-labeling of sensor data using social media messages: a case study for a smart city. | Dae Young Park, In-Young Ko |
| 2020 | COMPSAC | Cache-Sharing Distributed Service Registry for Highly Dynamic V2X Environments. | HyeongCheol Moon, Kyeong-Deok Baek, In-Young Ko |
| 2019 | ICWE | Effect-Driven Selection of Web of Things Services in Cyber-Physical Systems Using Reinforcement Learning. | Kyeong-Deok Baek, In-Young Ko |
| 2019 | ICWE | VR-Powered Scenario-Based Testing for Visual and Acoustic Web of Things Services. | Kyeong-Deok Baek, HyeongCheol Moon, In-Young Ko |
| 2019 | ICWE | Environment-Aware and Human-Centric Software Testing Framework for Cyber-Physical Systems. | In-Young Ko, Kyeong-Deok Baek, Jung-Hyun Kwon, Hernan Lira, HyeongCheol Moon |
| 2019 | ICWS | Effect-Driven Dynamic Selection of Physical Media for Visual IoT Services Using Reinforcement Learning. | Kyeong-Deok Baek, In-Young Ko |
| 2018 | APSEC | Cross-Sub-Project Just-in-Time Defect Prediction on Multi-Repo Projects. | Yeongjun Cho, Jung-Hyun Kwon, In-Young Ko |
| 2018 | ICSE | Prioritizing browser environments for web application test execution. | Jung-Hyun Kwon, In-Young Ko, Gregg Rothermel |
| 2018 | ICWE | Spatio-Cohesive Service Selection Using Machine Learning in Dynamic IoT Environments. | Kyeong-Deok Baek, In-Young Ko |
| 2018 | ICWE | Mashup Recommendation for Trigger Action Programming. | No Domnguez, In-Young Ko |
| 2017 | APSEC | Cost-Effective Regression Testing Using Bloom Filters in Continuous Integration Development Environments. | Jung-Hyun Kwon, In-Young Ko |
| 2017 | ICWE | Spatially Cohesive Service Discovery and Dynamic Service Handover for Distributed IoT Environments. | Kyeong-Deok Baek, In-Young Ko |
| 2016 | ICWS | Service Recommendation for User Groups in Internet of Things Environments Using Member Organization-Based Group Similarity Measures. | Jin-Seo Lee, In-Young Ko |
| 2015 | ICWE | Distributed Service Discovery in Mobile IoT Environments Using Hierarchical Bloom Filters. | Hyeon-Jun Jo, Jung-Hyun Kwon, In-Young Ko |
| 2015 | ICWE | An Empirical Study of the Use of Multi-dimensional Contexts for Collaborative-Filtering-Based Service Recommendations in IoT Environments. | Joo-Sik Son, Han-Gyu Ko, In-Young Ko |
| 2015 | ICWS | An Efficient Resource Allocation Approach Based on a Genetic Algorithm for Composite Services in IoT Environments. | Minhyeop Kim, In-Young Ko |
| 2015 | WWW | Multi-Aspect Collaborative Filtering based on Linked Data for Personalized Recommendation. | Han-Gyu Ko, Joo-Sik Son, In-Young Ko |
| 2015 | TrustCom | Effects of Contextual Properties on Users' Privacy Preferences in Mobile Computing Environments. | Seung-Hyun Kim, Han-Gyu Ko, In-Young Ko, Daeseon Choi |
| 2014 | APSEC | Test Case Prioritization Based on Information Retrieval Concepts. | Jung-Hyun Kwon, In-Young Ko, Gregg Rothermel, Matt Staats |
| 2014 | ISSTA | Dodona: automated oracle data set selection. | Pablo S. Loyola, Matt Staats, In-Young Ko, Gregg Rothermel |
| 2014 | WWW | Population dynamics in open source communities: an ecological approach applied to github. | Pablo S. Loyola, In-Young Ko |
| 2014 | WWW | Cognitive resource-aware web service selection in mobile computing environments. | Angel Jimnez Molina, In-Young Ko |
| 2013 | COMPSAC | Distributed Coordination of IoT-Based Services by Using a Graph Coloring Algorithm. | Jang-Ho Choi, Jae-Hyun Cho, Han-Gyu Ko, In-Young Ko |
| 2013 | ICWE | Toward Efficient Semantic Annotation: A Semantic Cloud Generation Scheme from Linked Data. | Han-Gyu Ko, In-Young Ko |
| 2013 | ICWE | Identifying User Interests from Online Social Networks by Using Semantic Clusters Generated from Linked Data. | Han-Gyu Ko, In-Young Ko, Taehun Kim, Dongman Lee, Soon J. Hyun |
| 2012 | COMPSAC | An Adaptive Quality Level Selection Method for Efficient QoS-Aware Service Composition. | Jae-Hyun Cho, Jang-Ho Choi, Han-Gyu Ko, In-Young Ko |
| 2011 | ICWE | Generation of Semantic Clouds Based on Linked Data for Efficient Multimedia Semantic Annotation. | Han-Gyu Ko, In-Young Ko |
| 2010 | AINA | A Transport Protocol for Multimedia Transmission in Overlay Networks. | Byung-Seok Kang, Kwangcheol Shin, In-Young Ko, Pyoung-Yun Kim |
| 2010 | APSEC | An Interaction-Pattern-Based Approach to Prevent Performance Degradation of Fault Detection in Service Robot Software. | Seung-Yeol Seo, Hyung-Min Koo, In-Young Ko |
| 2010 | COMPSAC | A Usability-Pattern-Based Requirements-Analysis Method to Bridge the Gap between User Tasks and Application Features. | Sang-Hyun Lee, In-Young Ko, Sungwon Kang, Danhyung Lee |
| 2010 | ICWE | A Blog-Centered IPTV Environment for Enhancing Contents Provision, Consumption, and Evolution. | In-Young Ko, Sang-Ho Choi, Han-Gyu Ko |
| 2010 | KES | A Historically-Based Task Composition Mechanism to Support Spontaneous Interactions among Users in Urban Computing Environments. | Angel Jimnez Molina, In-Young Ko |
| 2010 | PERCOM | A task-oriented approach to support spontaneous interactions among users in Urban Computing environments. | Angel Jimnez Molina, Byung-Seok Kang, Jun-Sung Kim, In-Young Ko |
| 2009 | KES | User-Centric and Intelligent Service Composition in Ubiquitous Computing Environments. | In-Young Ko |
| 2009 | KES | A Semantically-Based Task Model and Selection Mechanism in Ubiquitous Computing Environments. | Angel Jimnez Molina, Jun-Sung Kim, Hyung-Min Koo, Byung-Seok Kang, In-Young Ko |
| 2009 | SNPD | Quantitative Tradeoff Analysis of Software Architecture Using the Architecture Analysis and Design Language. | Danhyung Lee, Jongmoon Baik, In-Young Ko |
| 2007 | AINA | A Cell-Based Approach for Evolutionary Component Repositories for Intelligent Service Robots. | Hyung-Min Koo, In-Young Ko |
| 2007 | APNOMS | Evolution of Broadband Network Management System Using an AOP. | Eunyoung Cho, Ho-Jin Choi, Jongmoon Baik, In-Young Ko, Kwangjoon Kim |
| 2007 | RO-MAN | A Task-based Approach to Generate Optimal Software-Architecture for Intelligent Service Robots. | Yu-Sik Park, In-Young Ko, Sooyong Park |
| 2007 | SNPD | Test Cases Generation from UML Activity Diagrams. | Hyungchoul Kim, Sungwon Kang, Jongmoon Baik, In-Young Ko |
| 2007 | SNPD | A Lightweight value-based Software Architecture Evaluation. | Chang-Ki Kim, Danhyung Lee, In-Young Ko, Jongmoon Baik |
| 2006 | APWEB | A Feedback Based Framework for Semi-automic Composition of Web Services. | Dongsoo Han, Sungdoke Lee, In-Young Ko |
| 2006 | EUC | Wapee: A Fault-Tolerant Semantic Middleware in Ubiquitous Computing Environments. | Yoonhee Kim, Eun-Kyung Kim, Beom-Jun Jeon, In-Young Ko, Sung-Yong Park |
| 2006 | ICSE | SHAGE: a framework for self-managed robot software. | Dongsun Kim, Sooyong Park, Youngkyun Jin, Hyeongsoo Chang, Yu-Sik Park, In-Young Ko, Kwanwoo Lee, Junhee Lee, Yeonchool Park, Sukhan Lee |
| 2005 | APSEC | A Repository Framework for Self-Growing Robot Software. | Hyung-Min Koo, In-Young Ko |
| 2004 | APSEC | An Architectural Model to Support Adaptive Software Systems for Sensor Networks. | Hyun-Chong Kim, Ho-Jin Choi, In-Young Ko |
| 2002 | WWW | Dynamic coordination of information management services for processing dynamic web content. | In-Young Ko, Ke-Thia Yao, Robert Neches |