Jaeyoung Do

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Nearest Neighbor

Weakly Supervised

Similarity Search

Top Venues

Publications

Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do
Aligning Large Language Models via Fine-grained Supervision. CoRR (2024)
Jiyeon Han, Jimin Park, Jinyoung Huh, Uran Oh, Jaeyoung Do, Daehee Kim
AscleAI: A LLM-based Clinical Note Management System for Enhancing Clinician Productivity. CHI Extended Abstracts (2024)
Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo-Young Ji, Joo-Young Kim
Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform. IEEE Trans. Computers 72 (1) (2023)
Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems. CoRR (2023)
Huaicheng Li, Martin L. Putra, Ronald Shi, Fadhil I. Kurnia, Xing Lin, Jaeyoung Do, Achmad Imam Kistijantoro, Gregory R. Ganger, Haryadi S. Gunawi
Extending and Programming the NVMe I/O Determinism Interface for Flash Arrays. ACM Trans. Storage 19 (1) (2023)
Jungbeom Lee, Sungjin Lee, Jinseok Nam, Seunghak Yu, Jaeyoung Do, Tara Taghavi
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency. ICCV (2023)
Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. ACL (industry) (2023)
Jisoo Mok, Jaeyoung Do, Sungjin Lee, Tara Taghavi, Seunghak Yu, Sungroh Yoon
Large-scale Lifelong Learning of In-context Instructions and How to Tackle It. ACL (1) (2023)
Sarthak Ahuja, Mohammad Kachuee, Fateme Sheikholeslami, Weiqing Liu, Jaeyoung Do
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. CoRR (2023)
Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. CVPR (2023)
Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo Young Ji, Joo-Young Kim
Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform. CoRR (2022)
Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. CIKM (2022)
Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. CoRR (2022)
Yeo-Reum Park, Ji-Hoon Kim, Jaeyoung Do, Joo-Young Kim
A Dual-Mode Similarity Search Accelerator based on Embedding Compression for Online Cross-Modal Image-Text Retrieval. FCCM (2022)
Antonio Barbalace, Jaeyoung Do
Computational Storage: Where Are We Today? CIDR (2021)
Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo Young Ji, Joo-Young Kim
Accelerating Large-Scale Nearest Neighbor Search with Computational Storage Device. FCCM (2021)
Jaeyoung Do, Chen Luo, David B. Lomet
Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. ICDE (2021)
Jaeyoung Do, Ivan Luiz Picoli, David B. Lomet, Philippe Bonnet
Better database cost/performance via batched I/O on programmable SSD. VLDB J. 30 (3) (2021)
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
ALEX: An Updatable Adaptive Learned Index. SIGMOD Conference (2020)
Yinjun Wu, Kwanghyun Park, Rathijit Sen, Brian Kroth, Jaeyoung Do
Lessons learned from the early performance evaluation of Intel optane DC persistent memory in DBMS. DaMoN (2020)
Yinjun Wu, Kwanghyun Park, Rathijit Sen, Brian Kroth, Jaeyoung Do
Lessons learned from the early performance evaluation of Intel Optane DC Persistent Memory in DBMS. CoRR (2020)
Jaeyoung Do, Sudipta Sengupta, Steven Swanson
Programmable solid-state storage in future cloud datacenters. Commun. ACM 62 (6) (2019)
Jaeyoung Do, David B. Lomet, Ivan Luiz Picoli
Improving CPU I/O Performance via SSD Controller FTL Support for Batched Writes. DaMoN (2019)
Kwanghyun Park, Jaeyoung Do, Nikhil Teletia, Jignesh M. Patel
Aggressive buffer pool warm-up after restart in SQL Server. ICDE Workshops (2016)
Kwanghyun Park, Yang-Suk Kee, Jignesh M. Patel, Jaeyoung Do, Chanik Park, David J. DeWitt
Query Processing on Smart SSDs. IEEE Data Eng. Bull. 37 (2) (2014)
Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt
Fast peak-to-peak behavior with SSD buffer pool. ICDE (2013)
Jaeyoung Do, Yang-Suk Kee, Jignesh M. Patel, Chanik Park, Kwanghyun Park, David J. DeWitt
Query processing on smart SSDs: opportunities and challenges. SIGMOD Conference (2013)
Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt, Jeffrey F. Naughton, Alan Halverson
Turbocharging DBMS buffer pool using SSDs. SIGMOD Conference (2011)
Robert K. Bradley, Adam Roberts, Michael Smoot, Sudeep Juvekar, Jaeyoung Do, Colin N. Dewey, Ian H. Holmes, Lior Pachter
Fast Statistical Alignment. PLoS Comput. Biol. 5 (5) (2009)
Jaeyoung Do, Jignesh M. Patel
Join processing for flash SSDs: remembering past lessons. DaMoN (2009)