In-Network Intelligent Computing Empowered HyperSpace Wired-Wireless Networking Technologies

Heewon Kim, Hochan Lee, Haneul Ko, and Sangheon Pack*, "Traffic- and Multi-Tenancy-Aware In-Network Aggregation Placement for Distributed Machine Learning," IEEE Transactions on Network and Service Management, to appear. (0.25)

Chanbin Bae, Heewon Kim, Junkyu Hong, Hwimo Ku, Dongjin Lee, and Sangheon Pack*, "INTpress: Compression-based Quantized In-band Network Telemetry for Low Bandwidth Overhead Monitoring," IEEE Transactions on Cloud Computing, to appear. (0.25)

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, to appear. (0.25)

Eunsok Lee, Subin Han, Kihoon Kim, and Sangheon Pack*, "Conflict-Aware Distributed Coordination Framework for Self-Organizing Networks," IEEE Transactions on Mobile Computing, vol. 25, no. 6, pp. 8301-8313, June 2026. (0.33)

Kihoon Kim, Eunsok Lee, Chanbin Bae, Heewon Kim, and  Sangheon Pack*, "Cooperative and Adaptive Load-Aware Handover Optimization in Heterogeneous Networks," IEEE Open Journal of the Communications Society (OJ-COMS), vol. 6, pp. 6194-6206,  July 2025. (0.5)

Daeyoung Jung, Jaewook Lee, Hyeonjae Jeong, Dongju Cha, Heewon Kim, and Sangheon Pack*, "Split Computing for Mobile Devices: Energy and Latency Perspective," IEEE Transactions on Service Computing, vol. 18, no. 3, pp. 1798-1810, May-June 2025. (0.5)

Dongju Cha, Jaewook Lee, Daeyoung Jung, and Sangheon Pack*, "Fast and Fair Split Computing for Accelerating Deep Neural Network Inference," ICT Express, vol. 11, no. 1, pp. 47-52, February 2025. (0.5)

Haneul Ko, Hongrok Choi, and Sangheon Pack*, "Restoration-Aware Sleep Scheduling Framework in Energy Harvesting Internet of Things: A Deep Reinforcement Learning Approach," IEEE Transactions Sustainable Computing, vol. 10, no. 1, pp. 190-198, January 2025. (0.5)

Ramneek, Patrick Hosein, and Sangheon Pack*, "CREDIT: A Credible Trust Framework for Dynamic Mobile Data Pricing Enforcement," IEEE Transactions Network Service and Management, vol. 21, no. 4, pp. 4332-4342, August 2024. (0.3)

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) (0.33)

Jihoon Lim and Sangheon Pack, "Semantic-Aware Adaptive Video Streaming for AI-Driven Video Analytics," in Proc. IEEE International Conference on Computer Communications (INFOCOM) (Poster), Tokyo, Japan, May 2026. (0.5)

Haeun Kim, Heewon Kim, Chanbin Bae, and Sangheon Pack, "FreshINT: Freshness-aware Early Reporting in In-band Network Telemetry Systems," in Proc. IEEE International Conference on Computer Communications (INFOCOM) (Workshop), Tokyo, Japan, May 2026. (0.5)

Subin Han, Dusit Niyato and Sangheon Pack, "Hierarchical and Hybrid Fusion for Robust Collaborative Perception in Vehicular Networks," in Proc. International Conference on Electronics, Information, and Communication (ICEIC) 2026, Macau, China, January 2026. (0.5)

Taeyun Kim, Daeyoung Jung, Eunsok Lee, Daesik Kim, and Sangheon Pack, "Availability-Aware Backup Provisioning and Resource Allocation for Energy-Efficient vRANs," in Proc. International Conference on Information Networking (ICOIN) 2026, Hanoi, Vietnam, January 2026. (0.33)

Haeun Kim, Sanghoon Lee, Jihoon Lim, Heewon Kim, Chanbin Bae, and Sangheon Pack, "Freshness-Aware Adaptive Early Reporting for Timely In-Band Network Telemetry Collection," in Proc. International Conference on ICT Convergence (ICTC) Recent Results, Jeju, Korea, October 2025. (0.5)

Sanghoon Lee, Haeun Kim, Heewon Kim, Chanbin Bae, Dongkyun Ryoo, and Sangheon Pack, "Real-Time Drift Detection on P4-Programmable Switch," in Proc. International Conference on ICT Convergence (ICTC) Recent Results, Jeju, Korea, October 2025. (0.5)

Hyeonjae Jeong and Sangheon Pack, "Transformer-based Multi-Task Learning for NWDAF," in Proc. International Conference on ICT Convergence (ICTC) Recent Results, Jeju, Korea, October 2025. (0.5)

Heewon Kim, Chanbin Bae, Junkyu Hong, Haneul Ko, and 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, NRF: IF 3, Acceptance Ratio: 17%) (0.33)

Heewon Kim, Chanbin Bae, Junkyu Hong, Hwimo Ku, Sangheon Pack, and Dongjin Lee, "Auto-INT: Intent-Aware and LLM-Empowered Automatic Sampling Optimization for In-band Network Telemetry," in Proc. ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT) 2025 Poster, Hongkong, December 2025. (0.3)

Junkyu Hong, Heewon Kim, Chanbin Bae, Hwimo Ku, and Sangheon Pack, "Poster: Prediction-Based Low-overhead In-band Network Telemetry," in Proc. IEEE International Conference on Network Protocols (ICNP) 2025 (Poster), Seoul, Korea, September 2025. (0.5)

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, NRF: IF 1, Acceptance Ratio:25.5%) (0.5)

Sanghoon Lee, Daeyoung Jung, Heewon Kim, Chanbin Bae, and Sangheon Pack, "Rank-based Traffic Classification for QoS: In-Network Inference Approach," in Proc. International Conference on ICT Convergence (ICTC) 2024, Jeju, Korea, October 2024. (0.5)

Yerin Ahn, Heewon Kim, and Sangheon Pack, "Study on Failure Management on Quantum Internet," in Proc. International Conference on ICT Convergence (ICTC) Recent Results, Jeju, Korea, October 2024. (0.5)

Dongkyun Ryoo, Hongrok Choi, Daeyoung  Jung, Heewon Kim, and Sangheon Pack, "Latency and Energy-Aware Routing for Multi-Split Computing in Satellite Networks," in Proc. IEEE Global Communications Conference (GLOBECOM) 2024 Workshop on Space Computing Power Networks, Cape Town, South Africa, December 2024. (0.5)

Chanbin Bae, Kyeongtak Lee, Heewon Kim, Seongyeon Yoon, Junkyu Hong, Sangheon Pack, and Dongjin Lee, "Quantized In-band Network Telemetry for Low Bandwidth Overhead Monitoring," in Proc. IEEE Conference on Network and Service Management (CNSM), Prague, Czech Republic, October 2024. (0.3)

Eunsok Lee, Kihoon Kim, Subin Han, and Sangheon Pack, "A Scalable and Low-Complexity Coordination Framework for Self-Organizing Networks," in Proc. IEEE Vehicular Technology Conference (VTC) 2024 Fall, Washington DC, USA, October 2024. (0.5)

Kihoon Kim, Eunsok Lee, Chanbin Bae, and Sangheon Pack, "Load-Aware Handover Optimization in Heterogeneous Networks: A Multi-Objective Learning Approach ," in Proc. IEEE Vehicular Technology Conference (VTC) 2024 Fall, Washington DC, USA, October 2024. (0.5)

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