| 2026 | ACL | SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving. | Shengmin Piao, Sanghyun Park |
| 2026 | EACL | LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction. | Shengmin Piao, Jieun Lee, Sanghyun Park |
| 2026 | ICDE | PRO-HNSW: Proactive Repair and Optimization for High-Performance Dynamic HNSW Indexes. | Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sanghyun Park |
| 2026 | PAKDD | TheSelective: Dual Affinity-Guided Diffusion for Selective Molecular Generation. | Hyoungjoon Park, Hwanhee Kim, Seungyeon Choi, Seungyong Lee, Yoonju Kim, Sanghyun Park |
| 2026 | SAC | PharDiff: Pharmacophore-aware Diffusion Model for Pocket Specific Three-Dimensional Molecular Generation. | Seungyeon Choi, Sangmin Seo, Sanghyun Park |
| 2026 | SAC | GranQ: Efficient Channel-wise Quantization via Vectorized Pre-Scaling for Zero-Shot QAT. | Inpyo Hong, Youngwan Jo, Hyojeong Lee, Sunghyun Ahn, Kijung Lee, Sanghyun Park |
| 2026 | SAC | AMoE-BTS: An Adaptive Mixture of Experts for Clinical Decision Support in Multimodal Brain Tumor Segmentation. | Jeongeun Kim, Youngwan Jo, Sunghyun Ahn, Sanghyun Park |
| 2026 | SAC | SKIM: Semantic Knowledge Infused Modeling for Medical Report Generation. | Hyojeong Lee, Youngwan Jo, Inpyo Hong, Sanghyun Park |
| 2026 | WACV | AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM. | Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sein Kwon, Inpyo Hong, Sanghyun Park |
| 2026 | WACV | Unified Video Anomaly Detection Model for Detecting Different Anomaly Types. | Kijung Lee, Youngwan Jo, Sunghyun Ahn, Sanghyun Park |
| 2025 | DATE | Efficient Approximate Nearest Neighbor Search via Data-Adaptive Parameter Adjustment in Hierarchical Navigable Small Graphs. | Huijun Jin, Jieun Lee, Shengmin Piao, Sangmin Seo, Sein Kwon, Sanghyun Park |
| 2025 | ICCV | JPEG Processing Neural Operator for Backward-Compatible Coding. | Woo Kyoung Han, Yongjun Lee, Byeonghun Lee, Sanghyun Park, Sunghoon Im, Kyong Hwan Jin |
| 2025 | ICIS | The Dark Side of Thank-you Notes. | Sanghyun Park, Qiang Gao |
| 2025 | NAACL | TinyThinker: Distilling Reasoning through Coarse-to-Fine Knowledge Internalization with Self-Reflection. | Shengmin Piao, Sanghyun Park |
| 2025 | PAKDD | MDVAD: Multimodal Diffusion for Video Anomaly Detection. | Kijung Lee, Youngwan Jo, Sunghyun Ahn, Sanghyun Park |
| 2025 | SAC | Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing. | Inpyo Hong, Youngwan Jo, Hyojeong Lee, Sunghyun Ahn, Sanghyun Park |
| 2024 | AAAI | Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection. | Soopil Kim, Sion An, Philip Chikontwe, Myeongkyun Kang, Ehsan Adeli, Kilian M. Pohl, Sanghyun Park |
| 2024 | ACCV | VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection. | Sunghyun Ahn, Youngwan Jo, Kijung Lee, Sanghyun Park |
| 2024 | ECAI | SPIN: SE(3)-Invariant Physics Informed Network for Binding Affinity Prediction. | Seungyeon Choi, Sangmin Seo, Sanghyun Park |
| 2024 | ECAI | DrDiff: Drug Response Prediction Through Controllable Diffusion-GE and Graph Attention Network. | Seungyeon Choi, Sangmin Seo, Jonghwan Choi, Chihyun Park, Sanghyun Park |
| 2024 | ESORICS | Short Paper: Systematic Bug Reproduction with Large Language Model. | Sanghyun Park, Haeun Lee, Sang Kil Cha |
| 2024 | MICCAI | Low-Shot Prompt Tuning for Multiple Instance Learning Based Histology Classification. | Philip Chikontwe, Myeongkyun Kang, Miguel Luna, Siwoo Nam, Sanghyun Park |
| 2024 | MICCAI | InstaSAM: Instance-Aware Segment Any Nuclei Model with Point Annotations. | Siwoo Nam, Hyun Namgung, Jaehoon Jeong, Miguel Luna, Soopil Kim, Philip Chikontwe, Sanghyun Park |
| 2024 | SMC | Towards Workload-Specific Configuration Tuning via Meta-Learning for RocksDB. | Chanho Yearn, Jieun Lee, Sangmin Seo, Sanghyun Park |
| 2023 | MICCAI | One-Shot Federated Learning on Medical Data Using Knowledge Distillation with Image Synthesis and Client Model Adaptation. | Myeongkyun Kang, Philip Chikontwe, Soopil Kim, Kyong Hwan Jin, Ehsan Adeli-Mosabbeb, Kilian M. Pohl, Sanghyun Park |
| 2023 | MICCAI | PROnet: Point Refinement Using Shape-Guided Offset Map for Nuclei Instance Segmentation. | Siwoo Nam, Jaehoon Jeong, Miguel Luna, Philip Chikontwe, Sanghyun Park |
| 2023 | MICCAI | Generating Realistic Brain MRIs via a Conditional Diffusion Probabilistic Model. | Wei Peng, Ehsan Adeli, Tomas M. Bosschieter, Sanghyun Park, Qingyu Zhao, Kilian M. Pohl |
| 2022 | GECCO | RTune: a RocksDB tuning system with deep genetic algorithm. | Huijun Jin, Jieun Lee, Sanghyun Park |
| 2022 | MICCAI | Feature Re-calibration Based Multiple Instance Learning for Whole Slide Image Classification. | Philip Chikontwe, Soo Jeong Nam, Heounjeong Go, Meejeong Kim, Hyun Jung Sung, Sanghyun Park |
| 2022 | MICCAI | Weakly-Supervised TILs Segmentation Based on Point Annotations Using Transfer Learning with Point Detector and Projected-Boundary Regressor. | Siwoo Nam, Myeongkyun Kang, Dong Kyu Won, Philip Chikontwe, Byeong-Joo Noh, Heounjeong Go, Sanghyun Park |
| 2021 | MICCAI | Conditional GAN with an Attention-Based Generator and a 3D Discriminator for 3D Medical Image Generation. | Euijin Jung, Miguel Luna, Sanghyun Park |
| 2021 | SAC | ARMemNet: autoregressive memory networks for multivariate time series forecasting. | Jinuk Park, Chanhee Park, Hongchan Roh, Sanghyun Park |
| 2020 | MICCAI | Conditional Generative Adversarial Network for Predicting 3D Medical Images Affected by Alzheimer's Diseases. | Euijin Jung, Miguel Luna, Sanghyun Park |
| 2019 | SAC | A scalable and persistent key-value store using non-volatile memory. | Doyoung Kim, Won Gi Choi, Hanseung Sung, Sanghyun Park |
| 2018 | MICCAI | Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network. | Euijin Jung, Xiaopeng Zong, Weili Lin, Dinggang Shen, Sanghyun Park |
| 2017 | CIKM | Machine Learning based Performance Modeling of Flash SSDs. | Jaehyung Kim, Jinuk Park, Sanghyun Park |
| 2017 | SMC | CSnet: Constructing symptom network based on disease-symptom relationships. | Sohee Hwang, Jungrim Kim, Jeongwoo Kim, Sanghyun Park |
| 2017 | SMC | ISN: Inferring disease-related genes using seed gene and network analysis. | Jeongwoo Kim, Sanghyun Park |
| 2017 | SMC | Neural network for saturation prediction of solid state drives. | Jaehyung Kim, Jinuk Park, Sanghyun Park |
| 2017 | SAC | LIF: a method to infer disease-gene relationships using literature data and impact factor. | Jeongwoo Kim, Chunghun Kim, Jinyoung Lee, Sanghyun Park, Heechul Kang |
| 2017 | SAC | CATS: a big network clustering algorithm based on triangle structures. | Mincheol Shin, Jeongwoo Kim, Jungrim Kim, Dongmin Seo, Chihyun Park, Seok Jong Yu, Sanghyun Park |
| 2016 | SMC | GRiD: Gathering rich data from PubMed using one-class SVM. | Junbum Cha, Jeongwoo Kim, Sanghyun Park |
| 2016 | SMC | Optimization of a multiversion index on SSDs to improve system performance. | Won Gi Choi, Mincheol Shin, Doogie Lee, Hyunjun Park, Sanghyun Park |
| 2016 | SMC | DSS: A biclustering method to identify diverse and state specific gene modules in gene expression data. | Jungrim Kim, Yunku Yeu, Jeongwoo Kim, Youngmi Yoon, Sanghyun Park |
| 2016 | SAC | A method for obtaining rich data from PubMed using SVM. | Junbum Cha, Jeongwoo Kim, Yunku Yeu, Sanghyun Park |
| 2016 | SAC | Discovering disease-associated drugs using web crawl data. | Hyunjin Kim, Sanghyun Park |
| 2016 | SAC | Take me to SSD: a hybrid block-selection method on HDFS based on storage type. | Minkyung Kim, Mincheol Shin, Sanghyun Park |
| 2016 | SAC | IDO: inferring describable disease-gene relationships using opinion sentences. | Jeongwoo Kim, Youngmi Yoon, Sanghyun Park |
| 2016 | SAC | Optimizing hash partitioning for solid state drives. | Mincheol Shin, Hongchan Roh, Wonmook Jung, Sanghyun Park |
| 2015 | SAC | Inference of disease-specific gene interaction network using a Bayesian network learned by genetic algorithm. | Daye Jeong, Yunku Yeu, Jaegyoon Ahn, Youngmi Yoon, Sanghyun Park |
| 2014 | CIKM | TILD: A Strategy to Identify Cancer-related Genes Using Title Information in Literature Data. | Jeongwoo Kim, Hyunjin Kim, Yunku Yeu, Mincheol Shin, Sanghyun Park |
| 2012 | CIKM | Protein complex prediction via bottleneck-based graph partitioning. | Jaegyoon Ahn, Dae Hyun Lee, Youngmi Yoon, Yunku Yeu, Sanghyun Park |
| 2012 | ISCAS | Compiler and microarchitectural approaches for register file thermal management. | Ingoo Heo, Sanghyun Park, Yunheung Paek |
| 2011 | DATE | I | Jonghee W. Yoon, Jongeun Lee, Jaewan Jung, Sanghyun Park, Yongjoo Kim, Yunheung Paek, Doosan Cho |
| 2011 | SAC | Construction of a blog network based on information diffusion. | Seung-Hwan Lim, Sang-Wook Kim, Soyoun Kim, Sanghyun Park |
| 2010 | CIKM | Yet another write-optimized DBMS layer for flash-based solid state storage. | Hongchan Roh, Daewook Lee, Sanghyun Park |
| 2009 | BIBE | A Computational Approach to Detect CNVs Using High-throughput Sequencing. | Myungjin Moon, Jaegyoon Ahn, Youngmi Yoon, Chihyun Park, Sanghyun Park, Jeehee Yoon |
| 2009 | SAC | A novel approach to detect copy number variation using segmentation and genetic algorithm. | Chihyun Park, Youngmi Yoon, Jaegyoon Ahn, Myungjin Moon, Sanghyun Park |
| 2008 | ASPDAC | SPKM : A novel graph drawing based algorithm for application mapping onto coarse-grained reconfigurable architectures. | Jonghee W. Yoon, Aviral Shrivastava, Sanghyun Park, Minwook Ahn, Reiley Jeyapaul, Yunheung Paek |
| 2008 | BIBE | A novel evolutionary algorithm for bi-clustering of gene expression data based on the Order Preserving Sub-Matrix (OPSM) constraint. | Hongchan Roh, Sanghyun Park |
| 2008 | COMPSAC | Rule Discovery and Matching in Stock Databases. | You-min Ha, Sanghyun Park, Sang-Wook Kim, Jung-Im Won, Jeehee Yoon |
| 2008 | DATE | Hiding Cache Miss Penalty Using Priority-based Execution for Embedded Processors. | Sanghyun Park, Aviral Shrivastava, Yunheung Paek |
| 2008 | IKE | An Efficient Hash Index Structure for Solid State Disks. | Hongchan Roh, Sanghyun Park |
| 2008 | ISMIS | Extraction of Informative Genes from Integrated Microarray Data. | Dongwan Hong, Jongkeun Lee, Sang-Kyoon Hong, Jeehee Yoon, Sanghyun Park |
| 2007 | DASFAA | Privacy Preserving Data Mining of Sequential Patterns for Network Traffic Data. | Seung-Woo Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim |
| 2007 | HCI | Model-Based Approaches to Quantifying the Usability of Mobile Phones. | Dong-Han Ham, Jeongyun Heo, Peter Fossick, B. L. William Wong, Sanghyun Park, Chiwon Song, Mike D. Bradley |
| 2007 | HCI | A Study on the Improving Product Usability Applying the Kano's Model of Customer Satisfaction. | Jeongyun Heo, Sanghyun Park, Chiwon Song |
| 2007 | HCI | Contextual Research on Elderly Users' Needs for Developing Universal Design Mobile Phone. | Hyunjeong Kim, Jeongyun Heo, Jungwha Shim, Miyoung Kim, Soojung Park, Sanghyun Park |
| 2007 | HCI | A Case Study on Effective Application of Inquiry Methods to Find Out Mobile Phone's New Function. | Sanghyun Park, Yeon-Ji Kim |
| 2007 | PAKDD | A Practical Method for Approximate Subsequence Search in DNA Databases. | Jung-Im Won, Sang-Kyoon Hong, Jeehee Yoon, Sanghyun Park, Sang-Wook Kim |
| 2006 | BIBE | Building a Classifier for Integrated Microarray Datasets through Two-Stage Approach. | Youngmi Yoon, Jongchan Lee, Sanghyun Park |
| 2006 | DATE | Automatic generation of operation tables for fast exploration of bypasses in embedded processors. | Sanghyun Park, Eugene Earlie, Aviral Shrivastava, Alex Nicolau, Nikil D. Dutt, Yunheung Paek |
| 2006 | OZCHI | Conceptual framework and models for identifying and organizing usability impact factors of mobile phones. | Dong-Han Ham, Jeongyun Heo, Peter Fossick, B. L. William Wong, Sanghyun Park, Chiwon Song, Mike D. Bradley |
| 2005 | APSEC | Agile Development of Web Application by Supporting Process Execution and Extended UML Model. | Wookjin Lee, Sanghyun Park, Keeyoull Lee, Chunwoo Lee, Byungjeong Lee, Woosung Jung, Taeksu Kim, Heechern Kim, Chisu Wu |
| 2005 | DEXA | An Efficient Location Encoding Method Based on Hierarchical Administrative District. | SangYoon Lee, Sanghyun Park, Woo-Cheol Kim, Dongwon Lee |
| 2005 | DEXA | An Index-Based Method for Timestamped Event Sequence Matching. | Sanghyun Park, Jung-Im Won, Jeehee Yoon, Sang-Wook Kim |
| 2005 | ICWE | A UI-Driven Lightweight Framework for Developing Web Applications. | Keeyoull Lee, Sanghyun Park, Chunwoo Lee, Woosung Jung, Wookjin Lee, Byungjeong Lee, Heechern Kim, Chisu Wu |
| 2005 | ISMIS | CSI: Clustered Segment Indexing for Efficient Approximate Searching on the Secondary Structure of Protein Sequences. | Minkoo Seo, Sanghyun Park, Jung-Im Won |
| 2005 | PAKDD | A DNA Index Structure Using Frequency and Position Information of Genetic Alphabet. | Woo-Cheol Kim, Sanghyun Park, Jung-Im Won, Sang-Wook Kim, Jeehee Yoon |
| 2005 | PAKDD | A Novel Indexing Method for Efficient Sequence Matching in Large DNA Database Environment. | Jung-Im Won, Jeehee Yoon, Sanghyun Park, Sang-Wook Kim |
| 2004 | ICWE | An Efficient Automated Negotiation System Using Multi-attributes in the Online Environment. | Sanghyun Park, Sung-Bong Yang |
| 2003 | CATA | Optimal Construction of Multi-Dimensional Indexes in Time-Series Databases: A Physical Database Design Approach. | Sang-Wook Kim, Jin-Ho Kim, Byung-Ill Han, Sanghyun Park |
| 2003 | ICDE | Scalable template-based query containment checking for web semantic caches. | Khalil Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan |
| 2003 | ICDE | DBProxy: A dynamic data cache for Web applications. | Khalil Amiri, Sanghyun Park, Renu Tewari, Sriram Padmanabhan |
| 2003 | ICDE | Indexing Weighted-Sequences in Large Databases. | Haixun Wang, Chang-Shing Perng, Wei Fan, Sanghyun Park, Philip S. Yu |
| 2003 | SIGMOD | ViST: A Dynamic Index Method for Querying XML Data by Tree Structures. | Haixun Wang, Sanghyun Park, Wei Fan, Philip S. Yu |
| 2002 | CIKM | A self-managing data cache for edge-of-network web applications. | Khalil Amiri, Sanghyun Park, Renu Tewari |
| 2002 | SAC | Shape-based retrieval of similar subsequences in time-series databases. | Sang-Wook Kim, Jeehee Yoon, Sanghyun Park, Tae-Hoon Kim |
| 2001 | CIKM | Prefix-Querying: An Approach for Effective Subsequence Matching Under Time Warping in Sequence Databases. | Sanghyun Park, Sang-Wook Kim, June-Suh Cho, Sriram Padmanabhan |
| 2001 | ICDE | An Index-Based Approach for Similarity Search Supporting Time Warping in Large Sequence Databases. | Sang-Wook Kim, Sanghyun Park, Wesley W. Chu |
| 2001 | SAC | Segment-based approach for subsequence searches in sequence databases. | Sanghyun Park, Sang-Wook Kim, Wesley W. Chu |
| 2000 | ICDE | Efficient Searches for Similar Subsequences of Different Lengths in Sequence Databases. | Sanghyun Park, Wesley W. Chu, Jeehee Yoon, Chih-Cheng Hsu |
| 2000 | ISMIS | Discovering and Matching Elastic Rules from Sequence Databases. | Sanghyun Park, Wesley W. Chu |