Publications

We are interested in publishing flagship journals and conferences in Communication/AI field, such as TWC, TCOM, TMC, INFOCOM, ToN, TVT, NeurIPS, ICML, ICLR, and AISTATS.

🌻: equal contribution or corresponding

📃 Preprints

[7] MaskCode: Joint Training of Concatenated Feedback Coding Transformer and Belief Propagation
Jonggyu Jang, Hongjae Nam, Vishrant Tripathi, David J. Love, Hyun Jong Yang,
Available Soon

[6] User Association and Resource Allocation With Generalized Alpha-Fairness: A Message-Passing Approach
Jonggyu Jang, Hyeonsu Lyu, David J. Love, Hyun Jong Yang,
Under review

[5] Robust Over-the-Air Federated Learning Under Imperfect CSI
Hwanjin Kim, Hongjae Nam, Jonggyu Jang, Christopher G. Brinton, David J. Love,
Under review

[4] Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation
Jonggyu Jang, Hyeonsu Lyu, David J. Love, Hyun Jong Yang,
Under review | paper

[3] Replace-then-Perturb: Targeted Adversarial Attacks With Visual Reasoning for Vision-Language Models
Jonggyu Jang, Hyeonsu Lyu, Jungyeon Koh, Hyun Jong Yang,
Under review | paper

[2] Post-Hoc Model Editing with Selective Parameter Modification Using Generalized Influence Functions
Hyeonsu Lyu, Jonggyu Jang, Sehyun Ryu, Hyun Jong Yang,
Under review | paper

[1] Rethinking Model Inversion Attacks With Patch-Wise Reconstruction
Jonggyu Jang, Hyeonsu Lyu, Hyun Jong Yang,
Under review | paper

📚 International Journal and Journal-Equivalent Conferences

[14] Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding
Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, Hyun Jong Yang,
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2025 | paper

[13] Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network
Hyeonsu Lyu^🌻, Jonggyu Jang^🌻, Harim Lee, Hyun Jong Yang,
IEEE Transactions on Wireless Communications (TWC), 2025 | paper

[12] Enhancing Sum-Rate Performance in Constrained Multicell Networks: A Low-Information Exchange Approach
Youjin Kim, Jonggyu Jang, Hyun Jong Yang,
IEEE Communications Letters (CL), 2025 | paper

[11] Age-of-Information-Aware Distributed Task Offloading and Resource Allocation in Mobile Edge Computing Networks
Minwoo Kim^🌻, Jonggyu Jang^🌻, Hyun Jong Yang,
IEEE Transactions on Mobile Computing (TMC), 2024 | paper

[10] Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD
Jonggyu Jang, Seongjin Hwang, Hyun Jong Yang,
International Conference on Machine Learning (ICML), 2024 | paper | code

[9] Noise Variance Optimization in Differential Privacy: A Game-Theoretic Approach Through Per-Instance Differential Privacy
Sehyun Ryu^🌻, Jonggyu Jang^🌻, Hyun Jong Yang,
IEEE ACCESS | paper

[8] Distributed Resource Allocation and User Association for Max-Min Fairness in HetNets
Yeongjun Kim, Jonggyu Jang^🌻, Hyun Jong Yang^🌻,
IEEE Transactions on Vehicular Technology (TVT), 2024 | paper

[7] M²SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors
Jonggyu Jang, Sangwoo Oh, Youjin Kim, Dongmin Seo, Youngchol Choi, Hyun Jong Yang,
Conference on Neural Information Processing Systems (NeurIPS), 2023 | paper | page

[6] α-Fairness Maximizing User Association in Energy-Constrained Small Cell Networks
Jonggyu Jang, Hyun Jong Yang,
IEEE Transactions on Wireless Communications (TWC), 2022 | paper

[5] Deep Learning-Aided User Association and Power Control with Renewable Energy Sources
Jonggyu Jang, Hyun Jong Yang,
IEEE Transactions on Communications (TCOM), 2022 | paper | code

[4] Recurrent Neural Network-Based User Association and Power Control in Dynamic HetNets
Jonggyu Jang, Hyun Jong Yang,
IEEE Transactions on Vehicular Technology (TVT), 2022 | paper

[3] Deep Reinforcement Learning-based Resource Allocation and Power Control in Small Cells with Limited Information Exchange
Jonggyu Jang, Hyun Jong Yang,
IEEE Transactions on Vehicular Technology (TVT), 2020 | paper

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

[1] Resource Allocation and Power Control in Cooperative Small Cell Networks with Backhaul Constraint
Jonggyu Jang, Hyun Jong Yang, Hyekyung Jwa,
IEEE Transactions on Vehicular Technology (TVT), 2019 | paper

CS Conference Workshops

[2] Instance-Wise Laplace Mechanism via Deep Reinforcement Learning (Student Abstract) Oral | 3min
Sehyun Ryu, Hosung Joo, Jonggyu Jang, Hyun Jong Yang,
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) | paper | video

[1] Faithful and Fast Influence Function via Advanced Sampling Spotlight | top-20%
Jungyeon Koh, Hyeonsu Lyu, Jonggyu Jang, Hyun Jong Yang,
ICML Workshop on Mechanistic Interpretability (ICML Wksp) | paper

☺︎ Other Conferences

[8] DNN-based Sum-Rate Maximization of Multicell MISO Networks
Youjin Kim, Jonggyu Jang, Hyun Jong Yang,
IEEE Asilomar Conference on Signals, Systems, and Computers (ACSSC) | paper

[7] Supervised-Learning-Based Resource Allocation in Wireless Networks
Jonggyu Jang, Jung Hwa Park, Hyun Jong Yang,
IEEE International Conference on Information and Communication Technology Convergence (ICTC) | paper

[6] Performance Comparison of SU-and MU-MIMO in 802.11 ax: Delay and Throughput
Yein Heo, Jonggyu Jang, Yeongjun Kim, Hyun Jong Yang,
IEEE International Conference on Information and Communication Technology Convergence (ICTC) | paper

[5] Robust deep-learning based autofocus score prediction for scanning electron microscope
Hyun Jong Yang, Moohyun Oh, Jonggyu Jang, Hyeonsu Lyu, Junhee Lee,
Microscopy and Microanalysis (M&M) | paper

[4] Deep-learning based autofocus score prediction of scanning electron microscope
Huisoo Kim, Moohyun Oh, Heerang Lee, Jonggyu Jang, Myeung Un Kim, Hyun Jong Yang, Michael Ryoo, Junhee Lee,
Microscopy and Microanalysis (M&M) | paper

[3] Learning-based distributed resource allocation in asynchronous multicell networks
Jonggyu Jang, Hyun Jong Yang, Sunghyun Kim,
IEEE International Conference on Information and Communication Technology Convergence (ICTC) | paper

[2] Joint user association and resource allocation in small cells with limited backhaul capacity
Jonggyu Jang, Woojin Park, Hyun Jong Yang, Hye Gyung Jwa,
IEEE Asiloar Conference on Signals, Systems, and Computers (ACSSC) | paper

[1] Two-Cell Two-Way Relaying with Reduced Interference
Yeongjun Kim, Jonggyu Jang, Hyun Jong Yang,
IEEE Vehicle Technology Conference (VTC) | paper