Publications

Wonung Kim, Yubin Lee, Yoonsung Kim, Jinwoo Hwang, Seongryong Oh, Jiyong Jung, Aziz Huseynov, Woong Gyu Park, Chang Hyun Park, Divya Mahajan, Jongse Park

Pimba: A Processing-in-Memory Acceleration for Post-Transformer Large Language Model Serving

International Symposium on Microarchitecture (MICRO), 2025.

paper code

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

International Conference on Very Large Data Bases (VLDB), 2025.

paper code

Daeun Kim, Jinwoo Hwang, Changhun Oh, Jongse Park

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

IEEE Computer Architecture Letters (CAL), 2025.

paper

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

International Symposium on Computer Architecture (ISCA), 2024.

paper slides talk code

Minsu Kim, Jinwoo Hwang, Guseul Heo, Seiyeon Cho, Divya Mahajan, Jongse Park

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

International Conference on Very Large Data Bases (VLDB), 2024.

paper slides code

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

USENIX Annual Technical Conference (ATC), 2022.