1. Heewon Kim, Seongyeon Yoon, Chanbin Bae, Sanghoon Lee, and Sangheon Pack, "TINIEE: Traffic-Aware Adaptive In-Network Intelligence via Early-Exit Strategy," IEEE/ACM Transactions on Networking (ToN), vol. 34, pp. 5037-5052, May 2026. (SCIE, Networking Top-tier Journal)

2. Sanghoon Lee*, Heewon Kim*, Chanbin Bae, and Sangheon Pack, "LUCID: Lightweight Unsupervised In-Network Drift Detection and Selective Update Framework," in Proc. IEEE International Conference on Sensing, Communication, and Networking (SECON), PISA, Italy, June 2026. (SCIE-compatible Top-tier Conference, KIISE: A, NRF: IF 1, Acceptance Ratio: 27%) (*Equally contributed)

3. Heewon Kim, Chanbin Bae, Seongyeon Yoon, Haeun Kim, Hwimo Ku, and Sangheon Pack, "MALOI: Multi-Task-Aware Low-Overhead In-Network Inference using Programmable Switch," IEEE Communications Magazine (ComMag), vol. 64, no. 2, pp. 127-132, February 2026. (SCIE, JCR Top 7.2%)

4. Heewon Kim, Chanbin Bae, Junkyu Hong, Haneul Ko, Sangheon Pack, and Dongjin Lee, "FAT-INT: Frequency-Aware and Item-Wise In-band Network Telemetry for Low-Overhead and Accurate Measurement," in Proc. ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT), Hongkong, December 2025. (SCIE-compatible Top-tier Conference, KIISE: S, NRF: IF 3, Acceptance Ratio: 17%)

5. Heewon Kim, Seongyeon Yoon, Chanbin Bae, Sanghoon Lee, and Sangheon Pack, "TINIEE: Traffic-Aware Adaptive In-Network Intelligence via Early-Exit Strategy," in Proc. IEEE International Conference on Sensing, Communication, and Networking (SECON), Phoenix, AZ, USA, December 2024. (SCIE-compatible Top-tier Conference, KIISE: A, NRF: IF 1, Acceptance Ratio: 25.5%)

6. Heewon Kim, Hochan Lee, and Sangheon Pack, "Traffic-Aware In-Network Aggregation Placement for Multi-Tenant Distributed Machine Learning ," in Proc. International Conference on Computer Communications and Networks (ICCCN), HI, USA, July 2023. (Acceptance Ratio: 30.4%)

* To see the rest of my publications, please check my CV.