Chanbin Bae

14 papers B 3Journal 3Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
MALOI: Multi-Task-Aware Low-Overhead In-Network Inference using Programmable Switch.
IEEE Commun. Mag.
Heewon Kim, Chanbin Bae, Seongyeon Yoon, Haeun Kim, Hwimo Ku, Sangheon Pack
2025 J jnl
Cooperative and Adaptive Load-Aware Handover Optimization in Heterogeneous Networks.
IEEE Open J. Commun. Soc.
Kihoon Kim, Eunsok Lee, Chanbin Bae, Heewon Kim, Sangheon Pack
2025 J jnl
FAT-INT: Frequency-Aware and Item-Wise In-band Network Telemetry for Low-Overhead and Accurate Measurement.
Proc. ACM Netw.
Heewon Kim, Chanbin Bae, Junkyu Hong, Haneul Ko, Sangheon Pack, Dongjin Lee
2025 — conf
Poster: Intent-Aware and LLM-Empowered Automatic Sampling Optimization for In-band Network Telemetry.
CoNEXT (Short Papers)
Heewon Kim, Chanbin Bae, Junkyu Hong, Hwimo Ku, Sangheon Pack
2025 B conf
Poster: Prediction-Based Low-overhead In-band Network Telemetry.
ICNP
Junkyu Hong, Heewon Kim, Chanbin Bae, Hwimo Ku, Sangheon Pack
2024 — conf
Accelerating Convolutional Neural Network Inference in Split Computing: An In-Network Computing Approach.
ICOIN
Hochan Lee, Haneul Ko, Chanbin Bae, Sangheon Pack
2024 — conf
Accelerating Federated Learning at Programmable User Plane Function via In-Network Aggregation.
ICOIN
Chanbin Bae, Hochan Lee, Sangheon Pack, Youngmin Ji
2024 — conf
Frequency-Aware and Item-Wise In-band Network Telemetry for Per-flow Measurement.
INFOCOM (Workshops)
Heewon Kim, Chanbin Bae, Seongyeon Yoon, Haneul Ko, Sangheon Pack, Dongjin Lee
2024 — conf
Load-Aware Handover Optimization in Heterogeneous Networks: A Multi-Objective Learning Approach.
VTC Fall
Kihoon Kim, Eunsok Lee, Chanbin Bae, Sangheon Pack
2024 — conf
Multi-task Aware Resource Efficient Traffic Classification via in-Network Inference.
NAIC
Seongyeon Yoon, Heewon Kim, Hyeonjae Jeong, Chanbin Bae, Haeun Kim, Sangheon Pack
2024 B conf
Quantized In-band Network Telemetry for Low Bandwidth Overhead Monitoring.
CNSM
Chanbin Bae, Kyeongtak Lee, Heewon Kim, Seongyeon Yoon, Junkyu Hong, Sangheon Pack, Dongjin Lee
2024 — conf
Rank-Based Traffic Classification for QoS: In-Network Inference Approach.
ICTC
Sanghoon Lee, Daeyoung Jung, Heewon Kim, Chanbin Bae, Sangheon Pack
2024 B conf
TINIEE: Traffic-Aware Adaptive In-Network Intelligence via Early-Exit Strategy.
SECON
Heewon Kim, Seongyeon Yoon, Chanbin Bae, Sanghoon Lee, Sangheon Pack
2023 — conf
Quantization-Aware In-Network Aggregation for Minimizing Communication Overhead.
CoNEXT (Short Papers)
Hochan Lee, Heewon Kim, Chanbin Bae, Yujin Kim, Sangheon Pack