Jaeyoung Do

According to our database, Jaeyoung Do authored at least 48 papers between 2009 and 2026.

Collaborative distances:

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

2026

MI-CXR: A Benchmark for Longitudinal Reasoning over Multi-Interval Chest X-rays.

Sunghwan Steve Cho, Yunseok Han, Jaeyoung Do

CoRR, May, 2026

Report of the 5th PVUW Challenge: Towards More Diverse Modalities in Pixel-Level Understanding.

Chang Liu, Henghui Ding, Nikhila Ravi, Yunchao Wei, Shuting He, Song Bai, Philip Torr, Leilei Cao, Jinrong Zhang, Deshui Miao, Xusheng He, Dengxian Gong, Zhiyu Wang, Mingqi Gao, Jihwan Hong, Canyang Wu, Weili Guan, Jianlong Wu, Liqiang Nie, Xingsen Huang, Yameng Gu, Xiaogang Yu, Xin Li, Ming-Hsuan Yang, Sijie Li, Jungong Han, Quanzhu Niu, Shihao Chen, Yuanzheng Wu, Yikang Zhou, Tao Zhang, Haobo Yuan, Lu Qi, Shunping Ji, Chao Yang, Chao Tian, Guoqing Zhu, Kai Yang, Zhifan Mo, Haijun Zhang, Xudong Kang, Shutao Li, Jaeyoung Do

CoRR, April, 2026

Dynin-Omni: Omnimodal Unified Large Diffusion Language Model.

Jaeik Kim, Woojin Kim, Jihwan Hong, Yejoon Lee, Sieun Hyeon, Mintaek Lim, Yunseok Han, Dogeun Kim, Hoeun Lee, Hyunggeun Kim, Jaeyoung Do

CoRR, April, 2026

MEDIC-AD: Towards Medical Vision-Language Model's Clinical Intelligence.

Woohyeon Park, Jaeik Kim, Sunghwan Steve Cho, Pa Hong, Wookyoung Jeong, Yoojin Nam, Namjoon Kim, Ginny Y. Wong, Ka Chun Cheung, Jaeyoung Do

CoRR, March, 2026

VIRST: Video-Instructed Reasoning Assistant for SpatioTemporal Segmentation.

Jihwan Hong, Jaeyoung Do

CoRR, March, 2026

3rd Place of MeViS-Audio Track of the 5th PVUW: VIRST-Audio.

Jihwan Hong, Jaeyoung Do

CoRR, March, 2026

Is Retraining-Free Enough? The Necessity of Router Calibration for Efficient MoE Compression.

Sieun Hyeon, Jaeyoung Do

CoRR, March, 2026

RFEval: Benchmarking Reasoning Faithfulness under Counterfactual Reasoning Intervention in Large Reasoning Models.

Yunseok Han, Yejoon Lee, Jaeyoung Do

CoRR, February, 2026

MATA: Multi-Agent Framework for Reliable and Flexible Table Question Answering.

Sieun Hyeon, Jusang Oh, Sunghwan Steve Cho, Jaeyoung Do

CoRR, February, 2026

VALUEFLOW: Toward Pluralistic and Steerable Value-based Alignment in Large Language Models.

Woojin Kim, Sieun Hyeon, Jusang Oh, Jaeyoung Do

CoRR, February, 2026

2025

MatKV: Trading Compute for Flash Storage in LLM Inference.

Kunwoo Shin, Jay H. Park, Moonwook Oh, Yohan Jo, Jaeyoung Do, Sang-Won Lee

CoRR, December, 2025

Exploring and Leveraging Class Vectors for Classifier Editing.

Jaeik Kim, Jaeyoung Do

CoRR, October, 2025

MMPB: It's Time for Multi-Modal Personalization.

Jaeik Kim, Woojin Kim, Woohyeon Park, Jaeyoung Do

CoRR, September, 2025

Turbocharging Vector Databases using Modern SSDs.

Joobo Shim, Jaewon Oh, Hongchan Roh, Jaeyoung Do, Sang-Won Lee

Proc. VLDB Endow., July, 2025

Don't Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep Allocation.

Woojin Kim, Jaeyoung Do

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

SECOND: Mitigating Perceptual Hallucination in Vision-Language Models via Selective and Contrastive Decoding.

Woohyeon Park, Woojin Kim, Jaeik Kim, Jaeyoung Do

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MathReader : Text-to-Speech for Mathematical Documents.

Sieun Hyeon, Kyudan Jung, Nam-Joon Kim, Hyun Gon Ryu, Jaeyoung Do

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

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

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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 (Volume 2: Short Papers), 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 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: 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