INTERNATIONAL

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

[8]

[7] MASKCODE: Masked Transformer for Feedback-Assisted Coding With Linear Block Codes

Jonggyu Jang, Hongjae Nam, Vishrant Tripathi, David J. Love, Hyun Jong Yang
Available Soon

[6] Joint Optimization of User Association and Resource Allocation for Load Balancing With Multi-Level Fairness

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 revision

[4] Fed-ZOE: Communication-Efficient Over-the-Air Federated Learning via Zeroth-Order Estimation [paper]

Jonggyu Jang, Hyeonsu Lyu, David J. Love, Hyun Jong Yang
Under review

[3] Replace-then-Perturb: Targeted Adversarial Attacks With Visual Reasoning for Vision-Language Models [paper]

Jonggyu Jang, Hyeonsu Lyu, Jungyeon Koh, Hyun Jong Yang
Under review

[2] Post-Hoc Model Editing with Selective Parameter Modification Using Generalized Influence Functions [paper]

Hyeonsu Lyu, Jonggyu Jang, Sehyun Ryu, Hyun Jong Yang
Under review

[1] Rethinking Model Inversion Attacks With Patch-Wise Reconstruction [paper]

Jonggyu Jang, Hyeonsu Lyu, Hyun Jong Yang,
Under review

📚 International Journal and Journal-Equivalent Conferences

[14] Unveiling Hidden Visual Information: A Reconstruction Attack Against Adversarial Visual Information Hiding [paper]

Jonggyu Jang, Hyeonsu Lyu, Seongjin Hwang, Hyun Jong Yang
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2025

[13] Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network [paper]

Hyeonsu Lyu🌻, Jonggyu Jang🌻, Harim Lee, Hyun Jong Yang
IEEE Transactions on Wireless Communications (TWC), 2025

[12] Enhancing Sum-Rate Performance in Constrained Multicell Networks: A Low-Information Exchange Approach [paper]

Youjin Kim, Jonggyu Jang, Hyun Jong Yang
IEEE Communications Letters (CL), 2025

[11] Age-of-Information-Aware Distributed Task Offloading and Resource Allocation in Mobile Edge Computing Networks [paper]

Minwoo Kim🌻, Jonggyu Jang🌻, Hyun Jong Yang
IEEE Transactions on Mobile Computing (TMC), 2024

[10] Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD [paper]

Jonggyu Jang, Seongjin Hwang, Hyun Jong Yang
International Conference on Machine Learning (ICML), 2024

[9] Noise Variance Optimization in Differential Privacy: A Game-Theoretic Approach Through Per-Instance Differential Privacy [paper]

Sehyun Ryu🌻, Jonggyu Jang🌻, Hyun Jong Yang
IEEE ACCESS

[8] Distributed Resource Allocation and User Association for Max-Min Fairness in HetNets [paper]

Yeongjun Kim, Jonggyu Jang🌻, Hyun Jong Yang🌻
IEEE Transactions on Vehicular Technology (TVT), 2024

[7] M2SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors [paper]

Jonggyu Jang, Sangwoo Oh, Youjin Kim, Dongmin Seo, Youngchol Choi, Hyun Jong Yang
Conference on Neural Information Processing Systems (NeurIPS), 2023

[6] α-Fairness Maximizing User Association in Energy-Constrained Small Cell Networks [paper]

Jonggyu Jang, Hyun Jong Yang
IEEE Transactions on Wireless Communications (TWC), 2022

[5] Deep Learning-Aided User Association and Power Control with Renewable Energy Sources [paper]

Jonggyu Jang, Hyun Jong Yang
IEEE Transactions on Communications (TCOM), 2022

[4] Recurrent Neural Network-Based User Association and Power Control in Dynamic HetNets [paper]

Jonggyu Jang, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), 2022

[3] Deep Reinforcement Learning-based Resource Allocation and Power Control in Small Cells with Limited Information Exchange [paper]

Jonggyu Jang, Hyun Jong Yang
IEEE Transactions on Vehicular Technology (TVT), 2020

[2] Deep Learning-Based Autonomous Scanning Electron Microscope [video] [paper]

Jonggyu Jang, Moohyun Oh, Hyeonsu Lyu, Hyun Jong Yang, Junhee Lee
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2020

[1] Resource Allocation and Power Control in Cooperative Small Cell Networks with Backhaul Constraint [paper]

Jonggyu Jang, Hyun Jong Yang, Hyekyung Jwa
IEEE Transactions on Vehicular Technology (TVT), 2019

CS Conference Workshops

[2] Instance-Wise Laplace Mechanism via Deep Reinforcement Learning (Student Abstract) [video] [paper]

Sehyun Ryu, Hosung Joo, Jonggyu Jang, Hyun Jong Yang
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI)
3-min Oral Presentation

[1] Faithful and Fast Influence Function via Advanced Sampling [paper]

Jungyeon Koh, Hyeonsu Lyu, Jonggyu Jang, Hyun Jong Yang
ICML Workshop on Mechanistic Interpretability (ICML Wksp)
Spotlight Paper | Top-20% Paper

☺︎ Other Conferences

[9] SYNDROMECODE: Feedback-Assisted Concatenated Coding based on Transformer

Jonggyu Jang, Hongjae Nam, Vishrant Tripathi, David J. Love
IEEE Asilomar Conference on Signals, Systems, and Computers (ACSSC), 2025

[8] DNN-based Sum-Rate Maximization of Multicell MISO Networks [paper]

Youjin Kim, Jonggyu Jang, Hyun Jong Yang
IEEE Asilomar Conference on Signals, Systems, and Computers (ACSSC), 2020

[7] Supervised-Learning-Based Resource Allocation in Wireless Networks [paper]

Jonggyu Jang, Jung Hwa Park, Hyun Jong Yang
IEEE International Conference on Information and Communication Technology Convergence (ICTC), 2020

[6] Performance Comparison of SU-and MU-MIMO in 802.11 ax: Delay and Throughput [paper]

Yein Heo, Jonggyu Jang, Yeongjun Kim, Hyun Jong Yang
IEEE International Conference on Information and Communication Technology Convergence (ICTC), 2020

[5] Robust deep-learning based autofocus score prediction for scanning electron microscope [paper]

Hyun Jong Yang, Moohyun Oh, Jonggyu Jang, Hyeonsu Lyu, Junhee Lee
Microscopy and Microanalysis (M&M), 2020

[4] Deep-learning based autofocus score prediction of scanning electron microscope [paper]

Huisoo Kim, Moohyun Oh, Heerang Lee, Jonggyu Jang, Myeung Un Kim, Hyun Jong Yang, Michael Ryoo, Junhee Lee,
Microscopy and Microanalysis (M&M), 2019

[3] Learning-based distributed resource allocation in asynchronous multicell networks [paper]

Jonggyu Jang, Hyun Jong Yang, Sunghyun Kim
IEEE International Conference on Information and Communication Technology Convergence (ICTC), 2018

[2] Joint user association and resource allocation in small cells with limited backhaul capacity [paper]

Jonggyu Jang, Woojin Park, Hyun Jong Yang, Hye Gyung Jwa
IEEE Asiloar Conference on Signals, Systems, and Computers (ACSSC), 2015

[1] Two-Cell Two-Way Relaying with Reduced Interference [paper]

Yeongjun Kim, Jonggyu Jang, Hyun Jong Yang
IEEE Vehicle Technology Conference (VTC), 2015

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