Chanbin Bae

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Convolutional Neural Network

Multitask Learning

Origin Destination

Top Venues

CoNEXT (Companion)

INFOCOM (Workshops)

Publications

Seongyeon Yoon, Heewon Kim, Hyeonjae Jeong, Chanbin Bae, Haeun Kim, Sangheon Pack
Multi-task Aware Resource Efficient Traffic Classification via in-Network Inference. NAIC (2024)
Chanbin Bae, Hochan Lee, Sangheon Pack, Youngmin Ji
Accelerating Federated Learning at Programmable User Plane Function via In-Network Aggregation. ICOIN (2024)
Heewon Kim, Chanbin Bae, Seongyeon Yoon, Haneul Ko, Sangheon Pack, DongJin Lee
Frequency-Aware and Item-Wise In-band Network Telemetry for Per-flow Measurement. INFOCOM (Workshops) (2024)
Hochan Lee, Haneul Ko, Chanbin Bae, Sangheon Pack
Accelerating Convolutional Neural Network Inference in Split Computing: An In-Network Computing Approach. ICOIN (2024)
Hochan Lee, Heewon Kim, Chanbin Bae, Yujin Kim, Sangheon Pack
Quantization-Aware In-Network Aggregation for Minimizing Communication Overhead. CoNEXT (Companion) (2023)