Publications

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

Daeun Kim, Jinwoo Hwang, Changhun Oh, Jongse Park

MixDiT: Accelerating Image Diffusion Transformer Inference with Mixed-Precision MX Quantization

2025 CAL

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

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

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

Conferences and workshops

Déjà Vu: Efficient Video-Language Query Engine with Learning-based Inter-Frame Computation Reuse

MixDiT: Accelerating Image Diffusion Transformer Inference with Mixed-Precision MX Quantization

DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics

Accelerating String-Key Learned Index Structures via Memoization-based Incremental Training

CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics