Under Review & Preprints

• Hyeonsu Lyu, et al., "Secure Multi-Hop Relaying in Large Scale Space-Air-Ground-Sea Integrated Networks", Under preperation.

• Jonggyu Jang, Hyeonsu Lyu, David J. Love, and Hyun Jong Yang*, "Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation," submitted, 2024. 

• Hyeonsu Lyu, Jonggyu Jang, Sehyeon Ryu, and Hyun Jong Yang, "Post-Hoc Model Editing with Selective Parameter Modification Using Generalized Influence Functions," submitted, 2024. [Competition award]

• Jonggyu Jang, Hyeonsu Lyu, and Hyun Jong Yang*, "Rethinking Model Inversion Attacks With Patch-Wise Reconstruction", IEEE Transactions on Dependable and Secure Computing (TDSC), submitted, 2024.

• Jonggyu Jang, Hyeonsu Lyu, Jungyeon Koh, and Hyun Jong Yang*, "Replace-then-Perturb: Targeted Adversarial Examples for Visual Reasoning Against Vision-Language Models," IEEE Transactions on Multimedia (TMM), submitted, 2024.

International Journals

1. 1. Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, and Hyun Jong Yang*, "Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding," IEEE Transactions on Neural Networks, and Learning Systems (TNNLS), 2024.

   2. Hyeonsu Lyu(=), Jonggyu Jang(=), Harim Lee, and Hyun Jong Yang, “Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network,” IEEE Transactions on Wireless Communications (TWC), 2025. [Paper award] [US patent]

   3. Harim Lee, Myeung Un Kim, Yeongjun Kim, Hyeonsu Lyu, and Hyun Jong Yang*, “Development of a Privacy-Preserving UAV System with Deep Learning-Based Face Anonymization,” IEEE Access, 2021. [video]

International Conferences

1. Jungyeon Koh, Hyeonsu Lyu, Jonggyu Jang, and Hyun Jong Yang, "Faithful and Fast Influence Function via Advanced Sampling," MI workshop @ ICML 2024. [Spotlighted]

2. Jonggyu Jang, Hyeonsu Lyu, Hyun Jong Yang, Moohyun Oh, and Junhee Lee, “Deep Learning-Based Autonomous Scanning Electron Microscope,” 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020. [Demo] [Press release]

3. Hyeonsu Lyu and Hyun Jong Yang, Maneuver by Airstreams for Stratospheric Balloon Base Stations," in Proc. International Conference on ICT Convergence (ICTC), 2022.

4. Hyeonsu Lyu, SeongJin Hwang, Hyun Jong Yang*, "Multi-Agent Reinforcement Learning-Based Coverage Maximization for Fixed-Wing Base Stations," in Proc. International Conference on ICT Convergence (ICTC), 2022.

5. Moohyun Oh, Jonggyu Jang, Hyun Jong Yang, Hyeonsu Lyu, and Junhee Lee, "Robust Deep-Learning Based Autofocus Score prediction for Scanning Electron Microscope," Microscopy and Microanalysis, 2020.

6. Myungseok ki, Jihun cha, Hyeonsu Lyu, "Detect and avoid system based on multi sensor fusion for UAV," in Proc. International Conference on ICT Convergence (ICTC), 2018.