Jaeyoung Do

According to our database, Jaeyoung Do authored at least 30 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

MathBridge: A Large Corpus Dataset for Translating Spoken Mathematical Expressions into LaTeX Formulas for Improved Readability.

Kyudan Jung, Sieun Hyeon, Jeong Youn Kwon, Nam-Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee, Jaeyoung Do

CoRR, 2024

AscleAI: A LLM-based Clinical Note Management System for Enhancing Clinician Productivity.

Jiyeon Han, Jimin Park, Jinyoung Huh, Uran Oh, Jaeyoung Do, Daehee Kim

Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Aligning Large Language Models via Fine-grained Supervision.

Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

2023

Extending and Programming the NVMe I/O Determinism Interface for Flash Arrays.

Huaicheng Li, Martin L. Putra, Ronald Shi, Fadhil I. Kurnia, Xing Lin, Jaeyoung Do, Achmad Imam Kistijantoro, Gregory R. Ganger, Haryadi S. Gunawi

ACM Trans. Storage, February, 2023

Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform.

Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo-Young Ji, Joo-Young Kim

IEEE Trans. Computers, 2023

Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems.

Ting-Wei Wu, Fatemeh Sheikholeslami, Mohammad Kachuee, Jaeyoung Do, Sungjin Lee

CoRR, 2023

Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency.

Jungbeom Lee, Sungjin Lee, Jinseok Nam, Seunghak Yu, Jaeyoung Do, Tara Taghavi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space.

Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

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

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems.

Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022

Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform.

Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo Young Ji, Joo-Young Kim

CoRR, 2022

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

Proceedings of the 30th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2022

Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems.

Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Better database cost/performance via batched I/O on programmable SSD.

Jaeyoung Do, Ivan Luiz Picoli, David B. Lomet, Philippe Bonnet

VLDB J., 2021

Programming an SSD Controller to Support Batched Writes for Variable-Size Pages.

Jaeyoung Do, Chen Luo, David B. Lomet

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Accelerating Large-Scale Nearest Neighbor Search with Computational Storage Device.

Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo Young Ji, Joo-Young Kim

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

Computational Storage: Where Are We Today?

Antonio Barbalace, Jaeyoung Do

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications.

Jae Young Do, Victor da Cruz Ferreira, Hossein Bobarshad, Mahdi Torabzadehkashi, Siavash Rezaei, Ali Heydarigorji, Diego Fonseca Pereira de Souza, Brunno F. Goldstein, Leandro Santiago, Min Soo Kim, Priscila M. V. Lima, Felipe M. G. França, Vladimir Castro Alves

ACM Trans. Storage, 2020

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

Proceedings of the 2020 International Conference on Management of Data, 2020

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

Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020

2019

Programmable solid-state storage in future cloud datacenters.

Jaeyoung Do, Sudipta Sengupta, Steven Swanson

Commun. ACM, 2019

Improving CPU I/O Performance via SSD Controller FTL Support for Batched Writes.

Jaeyoung Do, David B. Lomet, Ivan Luiz Picoli

Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019

2018

MPP 2018 Keynote.

Vladimir Castro Alves, Jae Young Do

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2016

Aggressive buffer pool warm-up after restart in SQL Server.

Kwanghyun Park, Jaeyoung Do, Nikhil Teletia, Jignesh M. Patel

Proceedings of the 32nd IEEE International Conference on Data Engineering Workshops, 2016

2014

Query Processing on Smart SSDs.

Kwanghyun Park, Yang-Suk Kee, Jignesh M. Patel, Jaeyoung Do, Chanik Park, David J. DeWitt

IEEE Data Eng. Bull., 2014

2013

Query processing on smart SSDs: opportunities and challenges.

Jaeyoung Do, Yang-Suk Kee, Jignesh M. Patel, Chanik Park, Kwanghyun Park, David J. DeWitt

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Fast peak-to-peak behavior with SSD buffer pool.

Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

2011

Turbocharging DBMS buffer pool using SSDs.

Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt, Jeffrey F. Naughton, Alan Halverson

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2009

Fast Statistical Alignment.

Robert K. Bradley, Adam Roberts, Michael E. Smoot, Sudeep Juvekar, Jaeyoung Do, Colin N. Dewey, Ian H. Holmes, Lior Pachter

PLoS Comput. Biol., 2009

Join processing for flash SSDs: remembering past lessons.

Jaeyoung Do, Jignesh M. Patel

Proceedings of the Fifth International Workshop on Data Management on New Hardware, 2009