News

• [November 2025] A paper entitled "Timestep-Compressed Attack on Spiking Neural Networks through Timestep-Level Backpropagation" has been accepted to AAAI'26.

• [September 2025] NRF 미래도전연구지원사업 과제선정, "초저전력 뉴로모픽 AI 반도체 기반 실시간 LMM 플렛폼 연구", 2025.9-2030.8, 연2억(총10억)원, 연구책임자: 백형부

• [September 2025] A paper entitled "ARES: Adaptive Robust Object Detection Framework for Enhancing Real-time Performance in Autonomous Vehicle Systems" has been accepted to JSA.

• [August 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.

• [January 2025] A paper entitled "Real-Time Scheduling for Multi-Object Tracking Tasks in Regions with Different Criticalities" has been accepted to JSA.

• [August 2024] Three papers have been accepted to ICPR'24.

• [July 2024] A paper entitled "Batch-MOT: Batch-Enabled Real-Time Scheduling for Multi-Object Tracking Tasks" has been accepted to ACM EMSOFT'24 and IEEE TCAD.

• [March 2024] Hyeongboo Baek was appointed as an associate professor at the Department of Artificial Intelligence, University of Seoul (UOS), Republic of Korea.

Research Interests 

• Research Area: On-device AI, Computer Vision

• Research Topic: Spiking Neural Network, Lightweight AI, DNN-based Perception Systems 

Professional Experience/Education 

• Associate Professor (March 2024 - present), Department of Artificial Intelligence, University of Seoul (UOS), Republic of Korea

• Associate Professor (March 2019 - February 2024), Department of Computer Science and Engineering, Incheon National University (INU), Republic of Korea

• Senior Researcher (May 2018 - January 2019), Agency for Defense Development (ADD), Republic of Korea

• Postdoctoral Researcher (September 2016 - May 2018), Department of Computer Science and Engineering (and Software), Sungkyunkwan University (SKKU), Republic of Korea  (Advisor: Jinkyu Lee)

• Ph.D. (February 2012 - August 2016), Computer Science, KAIST, Republic of Korea  (Advisor: Hyunsoo Yoon)

• M.S. (March 2010 - January 2012), Computer Science, KAIST, Republic of Korea

• B.S. (March 2002 - February 2010), Computer Science and Engineering, Konkuk University, Republic of Korea

Awards and Honors

• Academic Research Award, Incheon National University (INU), February (2020, 2022, 2023)

• Best Paper Award, IEEE Real-Time Systems Symposium (RTSS), December 2012

• Global Ph.D. Fellowship, National Research Foundation of Korea (NRF), March 2012

• Excellent Paper Award, Korea Institute of Information Scientists and Engineers (KIISE), October 2008

Professional Service

• Technical Program Committee: RTCSA20, ISORC21 , ITC-CSCC23, ICEIC25

• Reviewer : 

ISORC(17, 18, 21), RTCSA(17, 20), RTAS(19, 23), RTSS (20, 21, 22)

ECRTS11, ETFA11, TSE11, ECRTS12, EMSOFT12, SOMPSAC13, IMCOM18, , WMC19, KIEE21, 

Publications

[CLICK HERE]