| 2026 | CCGRID | LLM-Pilot: SLO-Aware and Cost-Efficient LLM Serving on Public Cloud VM Clusters via Offloading. | Jinwoo Kim, Kihyun Kim, Hyunsun Chung, Jihoon Yang, James J. Kim, Dong Li, Youngjae Kim |
| 2026 | CCGRID | VeX: Scaling HNSW-Based Vector Search with DPU Memory and Parallelism. | Kihwan Kim, Hyungsun Yoo, Woojung Kim, Donghyun Min, Myungcheol Lee, Jihoon Yang, Weikuan Yu, Youngjae Kim |
| 2026 | ICDCS | Dual-Blade: Dual-Path NVMe-Direct KV-Cache Offloading for Edge LLM Inference. | Bodon Jeong, Hongsu Byun, Youngjae Kim, Weikuan Yu, Kyungkeun Lee, Jihoon Yang, Sungyong Park |
| 2026 | PAKDD | FIGMA: Efficient Instruction-Guided Adaptation of Multimodal Foundation Models via Automated Data Augmentation. | Gayeon Jung, Moonki Hong, Jihoon Yang, Sungwon Jung |
| 2025 | IJCNLP | Enhancing Coreference Resolution with LLM-driven Data Augmentation and Adversarial Filtering. | Dohyeon Kim, Gayeon Jung, Jeongseon Cho, Jihoon Yang |
| 2025 | PAKDD | Multimodal Contrastive Learning for Dialogue Embeddings with Global and Local Views. | Subeen Choe, Jihyeon Oh, Jihoon Yang |
| 2025 | SAC | Early Detection of Online Grooming with Language Models. | Dohyeon Kim, Taehoon Kim, Jihoon Yang |
| 2024 | CVPR | Reciprocal Attention Mixing Transformer for Lightweight Image Restoration. | Haram Choi, Cheolwoong Na, Jihyeon Oh, Seungjae Lee, Jinseop Kim, Subeen Choe, Jeongmin Lee, Taehoon Kim, Jihoon Yang |
| 2024 | PAKDD | Multi-time Window Ensemble and Maximization of Expected Return for Stock Movement Prediction. | Kanghyeon Seo, Seungjae Lee, Woo Jin Cho, Yoojeong Song, Jihoon Yang |
| 2024 | SAC | Exploring The Efficient Market Hypothesis for Accurate Stock Movement Prediction via Feature-Axis Transformer. | Kanghyeon Seo, Jihoon Yang |
| 2023 | CVPR | N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution. | Haram Choi, Jeongmin Lee, Jihoon Yang |
| 2023 | SAC | Exploring Candlesticks and Multi-Time Windows for Forecasting Stock-Index Movements. | Kanghyeon Seo, Jihoon Yang |
| 2016 | ICPR | Enhancing label inference algorithms considering vertex importance in graph-based semi-supervised learning. | Byonghwa Oh, Jihoon Yang |
| 2016 | IPIN | Multilateration localization based on Singular Value Decomposition for 3D indoor positioning. | Jihoon Yang, Haeyoung Lee, Klaus Moessner |
| 2012 | IECON | Smart parking service based on Wireless Sensor Networks. | Jihoon Yang, Jorge Portilla, Teresa Riesgo |
| 2009 | CEC | Distributed genetic algorithm using automated adaptive migration. | Hyunjung Lee, Byonghwa Oh, Jihoon Yang, Seonho Kim |
| 2008 | ICTAI | Attribute Value Taxonomy Generation through Matrix Based Adaptive Genetic Algorithm. | Hyunsung Jo, Yong-chan Na, Byonghwa Oh, Jihoon Yang, Vasant G. Honavar |
| 2008 | ICTAI | Ensemble Learning of Regional Classifiers. | Byungwoo Lee, Yong-chan Na, Byonghwa Oh, Jihoon Yang |
| 2007 | ICDM | Experimental Comparison of Feature Subset Selection Methods. | Chulmin Yun, Jihoon Yang |
| 2006 | ADMA | Experimental Comparison of Feature Subset Selection Using GA and ACO Algorithm. | Keunjoon Lee, Jinu Joo, Jihoon Yang, Vasant G. Honavar |
| 2006 | ADMA | A New Polynomial Time Algorithm for Bayesian Network Structure Learning. | Sanghack Lee, Jihoon Yang, Sungyong Park |
| 2005 | DIS | Automatic Extraction of Proteins and Their Interactions from Biological Text. | Kiho Hong, Junhyung Park, Jihoon Yang, Eunok Paek |
| 2005 | DIS | Unit Volume Based Distributed Clustering Using Probabilistic Mixture Model. | Keunjoon Lee, Jinu Joo, Jihoon Yang, Sungyong Park |
| 2005 | ISPA | A Content-Based Load Balancing Algorithm for Metadata Servers in Cluster File Systems. | Junho Jang, Saeyoung Han, Sungyong Park, Jihoon Yang |
| 2004 | DIS | Generating AVTs Using GA for Learning Decision Tree Classifiers with Missing Data. | Jinu Joo, Jun Zhang, Jihoon Yang, Vasant G. Honavar |
| 2004 | DIS | Discovery of Hidden Similarity on Collaborative Filtering to Overcome Sparsity Problem. | Sanghack Lee, Jihoon Yang, Sung-Yong Park |
| 2004 | PDCAT | An Adaptive Proximity Route Selection Scheme in DHT-Based Peer to Peer Systems. | Jiyoung Song, Sungyong Park, Jihoon Yang |
| 2003 | DIS | Prediction of Molecular Bioactivity for Drug Design Using a Decision Tree Algorithm. | Sanghoon Lee, Jihoon Yang, Kyung-Whan Oh |
| 2002 | DIS | Email Categorization Using Fast Machine Learning Algorithms. | Jihoon Yang, Sung-Yong Park |
| 2000 | DaWaK | A Fast Algorithm for Hierarchical Text Classification. | Wesley T. Chuang, Asok Tiyyagura, Jihoon Yang, Giovanni Giuffrida |
| 2000 | PAKDD | Text Summarization by Sentence Segment Extraction Using Machine Learning Algorithms. | Wesley T. Chuang, Jihoon Yang |
| 2000 | SIGIR | Extracting sentence segments for text summarization: a machine learning approach. | Wesley T. Chuang, Jihoon Yang |
| 1999 | IJCNN | Data-driven theory refinement algorithms for bioinformatics. | Jihoon Yang, Rajesh Parekh, Vasant G. Honavar, Drena Dobbs |
| 1999 | IDA | Data-Driven Theory Refinement Using | Jihoon Yang, Rajesh Parekh, Vasant G. Honavar, Drena Dobbs |
| 1996 | AAAI | Constructive Neural Network Learning Algorithms. | Rajesh Parekh, Jihoon Yang, Vasant G. Honavar |