Selected Publications

Minhee Jun* and Hanseok Ko, “From Device State to System Intelligence: An Interaction-Centric Framework for IoT Systems” (submitted to the 22nd IEEE International Conference on Smart World Congress (SWC) 2026, Apr 2026).

Dagbegnon Wilfrid Hounkponou, James Nortey, Hanseok Ko, and Minhee Jun*, “State-Centric AIoT: Device-Level State Representation for Edge-Intelligent Systems” (submitted to IEEE World AI IoT Congress (AIIoT) 2026, Apr 2026).

Minhee Jun* and Hanseok Ko, “Identity-Isolated Representations for Reducing Membership Inference Leakage” (under review, IEEE Transactions on Information Forensics and Security (TIFS), Mar 2026).

Insung Ham, Bonhwa Ku, Minhee Jun, Hanseok Ko, “EGCA-TTS: Robust Emotion-Intensity Control with Speaker-Consistent Fidelity via Cross-Attentive Conditioning and Dual Discriminative Learning” (submitted to computer speech and language,  Mar 2026)

Maab Elhassan, Minhee Jun, Hanseok Ko, "Uncertainty-Aware Expert Allocation for Efficient Multitask Fine-Tuning of Large Language Models"  (submitted to Data Journal, Mar 2026)

Fahima Eldarrat and Minhee Jun "Quantum-Inspired Genomic Hashing and Autoencoder Encoding Pipeline for Privacy-Aware Medical Disease Prediction" (in progress)

Manal Althobaiti and Minhee Jun, "Overview of RAG-based and LLM-based Approaches to Personalization in Healthcare AI Applications" (under review, Frontiers in Artificial Intelligence, Jan 2026).

Minhee Jun and Hanseok Ko, "Edge-Intelligent AIoT Digital Twins for Scalable and Privacy-Aware Healthcare Monitoring" (under review, Frontiers in the Internet of Things, Dec 2025).

Minhee Jun, "Platform Framework for Blockchain-Enhanced Healthcare AIoT Systems", Frontiers in Communications and Networks, 2025 vol 6, doi: 10.3389/frcmn.2025.1538965

Manal Althobaiti and Minhee Jun, "Enhanced Healthcare AI Assistance Through Blockchain-Integrated Data Access," 2025 IEEE 2nd International Conference on Blockchain, Smart Healthcare and Emerging Technologies (SmartBlock4Health), Bucharest, Romania, 2025, pp. 1-8, doi: 10.1109/SmartBlock4Health64843.2025.11189387.

Nafiz Mahamud, Minhee Jun, "AI-powered Automation for Intrusion Detection Systems" (Under review)

Mohammad Alharbi, Minhee Jun, Hang Liu, "A Time- and Energy-Efficient MassiveMIMO-NOMA MEC Offloading Technique: A DistributedADMMApproach, " In 2022 IEEE Global Communications Conference (GLOBECOM). IEEE, 2022

Minhee Jun, Shreyas Venugopalan, Ajmal Thanikkal, Marios Savvides, "Design of Novel Benchmarking System for Power-Efficient Face Detection Algorithm (PE-FDA) in Artificial Intelligence (AI) based Security System," Technical Report, Carnegie Mellon University, 2021

Minhee Jun, Rohit Negi, Shihui Yin, Mohamed Alawieh, Fa Wang, Megha Sunny, Tamal Mukherjee, Xin Li, "Environment-Adaptable Fast Multi-Resolution (EAF-MR) Optimization in Large-scale RF-FPGA Systems", EURASIP Journal on Wireless Communications and Networking, 2018.

Mohamed Alawieh, FaWang, Jun Tao, Shihui Yin, Minhee Jun, Xin Li, Tamal Mukherjee, and Rohit Negi, "Efficient programming of reconfigurable radio frequency (RF) systems", Proceedings of the 36th International Conference on Computer-Aided Design, IEEE, 2017.

Fa Wang, Shihui Yin, Minhee Jun, Xin Li, Tamal Mukherjee, Rohit Negi and Larry Pileggi, “Rethinking Polynomial Optimization: Efficient Programming of Reconfigurable Radio Frequency (RF) Systems by Convexification”, Asia and South Pacific Design Automation Conference (ASP-DAC), IEEE, 2016.

Minhee Jun, Rohit Negi, Shihui Yin, Fa Wang, Megha Sunny, Tamal Mukherjee, Xin Li, "Phase Noise Impairment and Environment-Adaptable Fast (EAF) Optimization for Programming of Reconfigurable Radio Frequency (RF) Receivers”, Globecom, IEEE, 2015.

Wang, Ying-Chih, Shihui Yin, Minhee Jun, Xin Li, Lawrence T. Pileggi, Tamal Mukherjee, and Rohit Negi, "Accurate passivity-enforced macromodeling for RF circuits via iterative zero/pole update based on measurement data", Asia and South Pacific Design Automation Conference (ASP-DAC), IEEE, 2015.

Minhee Jun, Rohit Negi, Ying-Chih Wang, Tamal Mukherjee, Xin Li, Jun Tao, and Larry Pileggi, "Joint invariant estimation of RF impairments for reconfigurable Radio Frequency (RF) front-end", Globecom Workshops (GC Wkshps), IEEE, 2014.

Minhee Jun, Rohit Negi, Jun Tao, Ying-ChihWang, Shihui Yin, Tamal Mukherjee, Xin Li, and Larry Pileggi, "Environment-Adaptable Efficient Optimization for Programming of Reconfigurable Radio Frequency (RF) Receivers", Military Communications Conference (MILCOM), IEEE, 2014.

Tao, Jun, Ying-Chih Wang, Minhee Jun, Xin Li, Rohit Negi, Tamal Mukherjee, and Lawrence T. Pileggi, "Toward efficient programming of reconfigurable radio frequency (RF) receivers", Asia and South Pacific Design Automation Conference (ASP-DAC), 2014.