I am a PhD student in Computer Science at KAIST advised by Prof. Jongse Park. I am a member of Computer Architecture and Systems Lab.
Jinwoo Hwang
PhD student at KAIST
Interests
- System for Video-Language Models
- System for Video Analytics
- Machine Learning for Systems
- Systems for Machine Learning
Education
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PhD, Mar 2020 - DateKAIST
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BS, Mar 2016 - Feb 2020Ajou University
Experiences
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Grad. Research Assistant, Feb 2020 - Date @ CASYS, KAIST -
Undergrad. Research Assistant, Mar 2019 - Dec 2019 @ CSL, Ajou Univ. -
Undergrad. Research Intern, Jun 2018 - Dec 2018 @ DRG, UC Irvine
Publications
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Jinwoo Hwang, Daeun Kim, Sangyeop Lee, Yoonsung Kim, Guseul Heo, Hojoon Kim, Yunseok Jeong, Tadiwos Meaza, Eunhyeok Park, Jeongseob Ahn, Jongse Park
Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse
2025 VLDB
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Daeun Kim, Jinwoo Hwang, Changhun Oh, Jongse Park
MixDiT: Accelerating Image Diffusion Transformer Inference with Mixed-Precision MX Quantization
2025 CAL
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Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park
DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics
2024 ISCA
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Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park
Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training
2024 VLDB
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Jinwoo Hwang, Minsu Kim, Daeun Kim, Seungho Nam, Yoonsung Kim, Dohee Kim, Hardik Sharma, Jongse Park
CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics
2022 ATC