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ORCIDJaeyoung Do
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- affiliation: Microsoft Research
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2020 – today
- 2024
[c20]Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do:
Aligning Large Language Models via Fine-grained Supervision. ACL (Short Papers) 2024: 673-680- [c19]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: 50:1-50:7 - [i7]Dehong Xu, Liang Qiu, Minseok Kim, Faisal Ladhak, Jaeyoung Do:
Aligning Large Language Models via Fine-grained Supervision. CoRR abs/2406.02756 (2024) - [i6]Kyudan Jung, Sieun Hyeon, Jeong Youn Kwon, Nam-Joon Kim, Hyun Gon Ryu, Hyuk-Jae Lee, Jaeyoung Do:
MathBridge: A Large Corpus Dataset for Translating Spoken Mathematical Expressions into LaTeX Formulas for Improved Readability. CoRR abs/2408.07081 (2024) - 2023
- [j7]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): 278-290 (2023) - [j6]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): 5:1-5:33 (2023) - [c18]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: 361-367 - [c17]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: 12573-12589 - [c16]Siwon Kim, Jinoh Oh, Sungjin Lee, Seunghak Yu, Jaeyoung Do, Tara Taghavi:
Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space. CVPR 2023: 10942-10950 - [c15]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: 21813-21824 - [i5]Sarthak Ahuja, Mohammad Kachuee, Fatemeh Sheikholeslami, Weiqing Liu, Jaeyoung Do:
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems. CoRR abs/2305.10528 (2023) - [i4]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 abs/2306.04823 (2023) - 2022
- [c14]Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee:
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. CIKM 2022: 4128-4132 - [c13]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: 1-9 - [i3]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 abs/2207.05241 (2022) - [i2]Minseok Kim, Jinoh Oh, Jaeyoung Do, Sungjin Lee:
Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems. CoRR abs/2208.08847 (2022) - 2021
- [j5]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): 403-424 (2021) - [c12]Antonio Barbalace, Jaeyoung Do:
Computational Storage: Where Are We Today? CIDR 2021 - [c11]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: 254 - [c10]Jaeyoung Do, Chen Luo, David B. Lomet:
Programming an SSD Controller to Support Batched Writes for Variable-Size Pages. ICDE 2021: 756-767 - 2020
- [j4]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:
Cost-effective, Energy-efficient, and Scalable Storage Computing for Large-scale AI Applications. ACM Trans. Storage 16(4): 21:1-21:37 (2020) - [c9]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: 14:1-14:3 - [c8]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: 969-984 - [i1]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 abs/2005.07658 (2020)
2010 – 2019
- 2019
- [j3]Jaeyoung Do, Sudipta Sengupta, Steven Swanson:
Programmable solid-state storage in future cloud datacenters. Commun. ACM 62(6): 54-62 (2019) - [c7]Jaeyoung Do, David B. Lomet, Ivan Luiz Picoli:
Improving CPU I/O Performance via SSD Controller FTL Support for Batched Writes. DaMoN 2019: 2:1-2:8 - 2018
- [c6]Vladimir Castro Alves, Jae Young Do:
MPP 2018 Keynote. IPDPS Workshops 2018: 1231 - 2016
- [c5]Kwanghyun Park, Jaeyoung Do, Nikhil Teletia, Jignesh M. Patel:
Aggressive buffer pool warm-up after restart in SQL Server. ICDE Workshops 2016: 31-38 - 2014
- [j2]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): 19-26 (2014) - 2013
- [c4]Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt:
Fast peak-to-peak behavior with SSD buffer pool. ICDE 2013: 1129-1140 - [c3]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: 1221-1230 - 2011
- [c2]Jaeyoung Do, Donghui Zhang, Jignesh M. Patel, David J. DeWitt, Jeffrey F. Naughton, Alan Halverson:
Turbocharging DBMS buffer pool using SSDs. SIGMOD Conference 2011: 1113-1124
2000 – 2009
- 2009
- [j1]Robert K. Bradley, Adam Roberts, Michael E. Smoot, Sudeep Juvekar, Jaeyoung Do, Colin N. Dewey, Ian H. Holmes, Lior Pachter:
Fast Statistical Alignment. PLoS Comput. Biol. 5(5) (2009) - [c1]Jaeyoung Do, Jignesh M. Patel:
Join processing for flash SSDs: remembering past lessons. DaMoN 2009: 1-8
Coauthor Index
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