| 2026 | ACL | MHSafeEval: Role-Aware Interaction-Level Evaluation of Mental Health Safety in Large Language Models. | Suhyun Lee, Palakorn Achananuparp, Neemesh Yadav, Ee-Peng Lim, Yang Deng |
| 2026 | ICDE | FaScalSQL: A Fast and Scalable GPU-Accelerated SQL Query Engine for Out-of-Memory Tables. | Chaemin Lim, Suhyun Lee, Jinwoo Choi, Kwanghyun Park, Jinho Lee, Joonsung Kim, Youngsok Kim |
| 2025 | NAACL | Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System. | Suhyun Lee, Changheon Han |
| 2024 | ICASSP | Optimizing Music Source Separation In Complex Audio Environments Through Progressive Self-Knowledge Distillation. | Changheon Han, Suhyun Lee |
| 2024 | ICDM | CUPID: A Real-Time Session-Based Reciprocal Recommendation System for a One-on-One Social Discovery Platform. | Beomsu Kim, Sangbum Kim, Minchan Kim, Joonyoung Yi, Sungjoo Ha, Suhyun Lee, Youngsoo Lee, Gihoon Yeom, Buru Chang, Gihun Lee |
| 2022 | ISCA | GCoM: a detailed GPU core model for accurate analytical modeling of modern GPUs. | Jounghoo Lee, Yeonan Ha, Suhyun Lee, Jinyoung Woo, Jinho Lee, Hanhwi Jang, Youngsok Kim |
| 2022 | Middleware | GuardiaNN: Fast and Secure On-Device Inference in TrustZone Using Embedded SRAM and Cryptographic Hardware. | Jinwoo Choi, Jaeyeon Kim, Chaemin Lim, Suhyun Lee, Jinho Lee, Dokyung Song, Youngsok Kim |