Donghwa Kang

Hello! I’m Donghwa Kang. I’m currently pursuing a Ph.D. in School of Computing at KAIST. I am advised by Prof. Brent Byunghoon Kang in Cyber Security Lab.

news

Nov 2025 A paper entitled “Timestep-Compressed Attack on Spiking Neural Networks through Timestep-Level Backpropagation” has been accepted to AAAI’26.
Aug 2025 A paper entitled “CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection” has been accepted to RTSS’25.
May 2025 A paper entitled “BankTweak: Adversarial Attack against Multi-Object Trackers by Manipulating Feature Banks” has been accepted to IJCAI’25.
Jan 2025 A paper entitled “Real-Time Scheduling for Multi-Object Tracking Tasks in Regions with Different Criticalities” has been accepted to JSA.
Aug 2024 Three papers have been accepted to ICPR’24.

selected publications

  1. SNN
    Adversarial Attack
    Timestep-Compressed Attack on Spiking Neural Networks through Timestep-Level Backpropagation
    Donghwa Kang, Doohyun Kim, Sang-Ki Ko, Jinkyu Lee, Hyeongboo Baek, and Brent ByungHoon Kang
    The 40th Annual AAAI Conference on Artificial Intelligence, 2026
  2. Real-time
    CF-DETR: Coarse-to-Fine Transformer for Real-Time Object Detection
    Woojin Shin*, Donghwa Kang*, Byeongyun Park, Brent Byunghoon Kang, Jinkyu Lee, and Hyeongboo Baek
    In 2025 IEEE Real-Time Systems Symposium (RTSS), 2025
    * co-first authors
  3. Adversarial Attack
    BankTweak: Adversarial Attack Against Multi-Object Trackers by Manipulating Feature Banks
    Woojin Shin*, Donghwa Kang*, Daejin Choi, Brent Byunghoon Kang, Jinkyu Lee, and Hyeongboo Baek
    In Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, IJCAI-25, Aug 2025
    * co-first authors
  4. Real-time
    Batch-MOT: Batch-enabled real-time scheduling for multi-object tracking tasks
    Donghwa Kang, Seunghoon Lee, Cheol-Ho Hong, Jinkyu Lee, and Hyeongboo Baek
    ACM International Conference on Embedded Software, Aug 2024
  5. Real-time
    RT-MOT: Confidence-aware real-time scheduling framework for multi-object tracking tasks
    Donghwa Kang, Seunghoon Lee, Hoon Sung Chwa, Seung-Hwan Bae, Chang Mook Kang, Jinkyu Lee, and Hyeongboo Baek
    In 2022 IEEE Real-Time Systems Symposium (RTSS), Aug 2022