| 2026 | ACL | MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays. | Sunghwan Steve Cho, Yunseok Han, Jaeyoung Do |
| 2026 | ACL | MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering. | Sieun Hyeon, Jusang Oh, Sunghwan Steve Cho, Jaeyoung Do |
| 2026 | ICDE | MatKV: Trading Compute for Flash Storage in LLM Inference. | Kunwoo Shin, Jay H. Park, Moonwook Oh, Yohan Jo, Jaeyoung Do, Sang-Won Lee |
| 2025 | AAAI | MathSpeech: Leveraging Small LMs for Accurate Conversion in Mathematical Speech-to-Formula. | Sieun Hyeon, Kyudan Jung, Jaehee Won, Nam-Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee, Jaeyoung Do |
| 2025 | ICASSP | MathReader : Text-to-Speech for Mathematical Documents. | Sieun Hyeon, Kyudan Jung, Nam-Joon Kim, Hyun Gon Ryu, Jaeyoung Do |
| 2025 | ICML | SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding. | Woohyeon Park, Woojin Kim, Jaeik Kim, Jaeyoung Do |
| 2024 | ACL | Aligning Large Language Models via Fine-grained Supervision. | Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do |
| 2024 | CHI | AscleAI: A LLM-based Clinical Note Management System for Enhancing Clinician Productivity. | Jiyeon Han, Jimin Park, Jinyoung Huh, Uran Oh, Jaeyoung Do, Daehee Kim |
| 2023 | ACL | Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. | Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do |
| 2023 | ACL | Large-scale Lifelong Learning of In-context Instructions and How to Tackle It. | Jisoo Mok, Jaeyoung Do, Sungjin Lee, Tara Taghavi, Seunghak Yu, Sungroh Yoon |
| 2023 | CVPR | Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. | Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi |
| 2023 | ICCV | Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency. | Jungbeom Lee, Sungjin Lee, Jinseok Nam, Seunghak Yu, Jaeyoung Do, Tara Taghavi |
| 2022 | CIKM | Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. | Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee |
| 2022 | FCCM | A Dual-Mode Similarity Search Accelerator based on Embedding Compression for Online Cross-Modal Image-Text Retrieval. | Yeo-Reum Park, Ji-Hoon Kim, Jaeyoung Do, Joo-Young Kim |
| 2021 | CIDR | Computational Storage: Where Are We Today? | Antonio Barbalace, Jaeyoung Do |
| 2021 | FCCM | Accelerating Large-Scale Nearest Neighbor Search with Computational Storage Device. | Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo Young Ji, Joo-Young Kim |
| 2021 | ICDE | Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. | Jaeyoung Do, Chen Luo, David B. Lomet |
| 2020 | DaMoN | Lessons learned from the early performance evaluation of Intel optane DC persistent memory in DBMS. | Yinjun Wu, Kwanghyun Park, Rathijit Sen, Brian Kroth, Jaeyoung Do |
| 2020 | SIGMOD | ALEX: An Updatable Adaptive Learned Index. | Jialin Ding, Umar Farooq Minhas, Jia Yu, Chi Wang, Jaeyoung Do, Yinan Li, Hantian Zhang, Badrish Chandramouli, Johannes Gehrke, Donald Kossmann, David B. Lomet, Tim Kraska |
| 2019 | DaMoN | Improving CPU I/O Performance via SSD Controller FTL Support for Batched Writes. | Jaeyoung Do, David B. Lomet, Ivan Luiz Picoli |
| 2016 | ICDE | Aggressive buffer pool warm-up after restart in SQL Server. | Kwanghyun Park, Jaeyoung Do, Nikhil Teletia, Jignesh M. Patel |
| 2013 | ICDE | Fast peak-to-peak behavior with SSD buffer pool. | Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt |
| 2013 | SIGMOD | Query processing on smart SSDs: opportunities and challenges. | Jaeyoung Do, Yang-Suk Kee, Jignesh M. Patel, Chanik Park, Kwanghyun Park, David J. DeWitt |
| 2011 | SIGMOD | Turbocharging DBMS buffer pool using SSDs. | Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt, Jeffrey F. Naughton, Alan Halverson |
| 2009 | DaMoN | Join processing for flash SSDs: remembering past lessons. | Jaeyoung Do, Jignesh M. Patel |