Deep reinforcement learning-based resource allocation and power control in small cells with limited information exchange J Jang, HJ Yang IEEE transactions on vehicular technology 69 (11), 13768-13783, 2020 | 31 | 2020 |
Resource allocation and power control in cooperative small cell networks with backhaul constraint J Jang, HJ Yang, HK Jwa IEEE Transactions on Vehicular Technology 68 (11), 10926-10942, 2019 | 17 | 2019 |
Performance Comparison of SU-and MU-MIMO in 802.11 ax: Delay and Throughput Y Heo, J Jang, Y Kim, HJ Yang ICTC 2020, 2020 | 7 | 2020 |
α-fairness-maximizing user association in energy-constrained small cell networks J Jang, HJ Yang IEEE Transactions on Wireless Communications 21 (9), 7443-7459, 2022 | 5 | 2022 |
Supervised-Learning-Based resource allocation in wireless networks J Jang, JH Park, HJ Yang ICTC 2020, 2020 | 5 | 2020 |
Deep-learning based autofocus score prediction of scanning electron microscope H Kim, M Oh, H Lee, J Jang, MU Kim, HJ Yang, M Ryoo, J Lee M&M 2019, 2019 | 5 | 2019 |
Learning-based distributed resource allocation in asynchronous multicell networks J Jang, HJ Yang, S Kim ICTC 2018, 2018 | 5 | 2018 |
Deep learning-aided user association and power control with renewable energy sources J Jang, HJ Yang IEEE Transactions on Communications 70 (4), 2387-2403, 2022 | 4 | 2022 |
Robust deep-learning based autofocus score prediction for scanning electron microscope HJ Yang, M Oh, J Jang, H Lyu, J Lee M&M 2020, 2020 | 4 | 2020 |
Deeper understanding of black-box predictions via generalized influence functions H Lyu, J Jang, S Ryu, HJ Yang arXiv preprint arXiv:2312.05586, 2023 | 3 | 2023 |
Distributed resource allocation and user association for max-min fairness in HetNets Y Kim, J Jang, HJ Yang IEEE Transactions on Vehicular Technology, 2023 | 3 | 2023 |
Recurrent Neural Network-Based User Association and Power Control in Dynamic HetNets J Jang, HJ Yang IEEE Transactions on Vehicular Technology 71 (9), 9674-9689, 2022 | 3 | 2022 |
Deep Learning-Based Autonomous Scanning Electron Microscope J Jang, H Lyu, HJ Yang, M Oh, J Lee IROS 2020, 2020 | 2 | 2020 |
M SODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors J Jang, S Oh, Y Kim, D Seo, Y Choi, HJ Yang NeurIPS 2023 Dataset & Benchmark, 2023 | 1 | 2023 |
Joint user association and resource allocation in small cells with limited backhaul capacity J Jang, W Park, HJ Yang, HG Jwa IEEE ACSSC 2016, 2016 | 1 | 2016 |
Faithful and Fast Influence Function via Advanced Sampling J Koh, H Lyu, J Jang, HJ Yang ICML 2024 Workshop on Mechanistic Interpretability, 2024 | | 2024 |
Rethinking DP-SGD in Discrete Domain: Exploring Logistic Distribution in the Realm of signSGD J Jang, S Hwang, HJ Yang ICML 2024, 2024 | | 2024 |
Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network H Lyu, J Jang, H Lee, HJ Yang arXiv preprint arXiv:2405.01314, 2024 | | 2024 |
Noise Variance Optimization in Differential Privacy: A Game-Theoretic Approach Through Per-Instance Differential Privacy S Ryu, J Jang, HJ Yang arXiv preprint arXiv:2404.15686, 2024 | | 2024 |
Age-of-Information-Aware Distributed Task Offloading and Resource Allocation in Mobile Edge Computing Networks M Kim, J Jang, Y Choi, HJ Yang arXiv preprint arXiv:2404.03154, 2024 | | 2024 |