publications

2026

1. RTAS

   ZeroSwap: Minimizing Swap Overhead for Real-Time Multi-DNN Inference via SSD-based GPU Memory Extension

   Woosung Kang, Filippo Muzzini, Gianluca Brilli, Jong-Chan Kim, Jinkyu Lee, and Hoon Sung Chwa

   In 2026 IEEE 32nd Real-Time and Embedded Technology and Applications Symposium (RTAS). 🏆 Best Paper Award , 2026

   

2025

1. RTS

   Timing Guarantees for Inference of AI Models in Embedded Systems

   Seunghoon Lee, Woosung Kang, Marko Bertogna, Hoon Sung Chwa, and Jinkyu Lee

   Real-Time Systems, 2025

   
2. ICCAD

   Mitigating Resource Contention for Responsive On-Device Machine Learning Inferences

   Minsung Kim, Jihoon Lee, Seongjin Chou, Whisoo Chung, Inwoo Kim, Woosung Kang, Hyosu Kim, Sangeun Oh, Hoon Sung Chwa, and Kilho Lee

   In 2025 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2025

   

2024

1. RTAS

   RT-Swap: Addressing GPU Memory Bottlenecks for Real-Time Multi-DNN Inference

   Woosung Kang, Jinkyu Lee, Youngmoon Lee, Sangeun Oh, Kilho Lee, and Hoon Sung Chwa

   In 2024 IEEE 30th Real-Time and Embedded Technology and Applications Symposium (RTAS), 2024

   

2023

1. ICTC

   Paste-and-Cut: Collective Image Localization and Classification for Real-Time Multi-Camera Object Detection

   Young Eun Kang, Woosung Kang, Taehun Lee, and Hoon Sung Chwa

   In 2023 14th International Conference on Information and Communication Technology Convergence (ICTC), 2023

   

2022

1. RTAS

   DNN-SAM: Split-and-Merge DNN Execution for Real-Time Object Detection

   Woosung Kang, Siwoo Chung, Jeremy Yuhyun Kim, Youngmoon Lee, Kilho Lee, Jinkyu Lee, Kang G. Shin, and Hoon Sung Chwa

   In 2022 IEEE 28th Real-Time and Embedded Technology and Applications Symposium (RTAS), 2022

   

2021

1. RTSS

   LaLaRAND: Flexible Layer-by-Layer CPU/GPU Scheduling for Real-Time DNN Tasks

   Woosung Kang, Kilho Lee, Jinkyu Lee, Insik Shin, and Hoon Sung Chwa

   In 2021 IEEE Real-Time Systems Symposium (RTSS), 2021