Hyun Jong Yang

About Hyun Jong Yang

Hyun Jong Yang, With an exceptional h-index of 20 and a recent h-index of 13 (since 2020), a distinguished researcher at Pohang University of Science and Technology, specializes in the field of Information Systems, Signal Processing, Wireless Communications, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11 ax: Deep Hierarchical Reinforcement Learning Approach

MSODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors

Stratolite: Breakthrough for UAV Communications

Patch-MI: Enhancing Model Inversion Attacks via Patch-Based Reconstruction

Privacy Attacks on Machine Learning Models: A Survey on Open Problems and Future Directions

Deeper Understanding of Black-box Predictions via Generalized Influence Functions

A Learning-based Channel Estimation Method for Grant-Free Access in Massive MIMO Systems

Hyun Jong Yang Information

University

Position

Associate Professor

Citations(all)

1522

Citations(since 2020)

766

Cited By

1130

hIndex(all)

20

hIndex(since 2020)

13

i10Index(all)

33

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Hyun Jong Yang Skills & Research Interests

Information Systems

Signal Processing

Wireless Communications

Machine Learning

Top articles of Hyun Jong Yang

Title

Journal

Author(s)

Publication Date

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

arXiv preprint arXiv:2404.03154

Minwoo Kim

Jonggyu Jang

Youngchol Choi

Hyun Jong Yang

2024/4/4

Joint Optimization on Uplink OFDMA and MU-MIMO for IEEE 802.11 ax: Deep Hierarchical Reinforcement Learning Approach

arXiv preprint arXiv:2404.02486

Hyeonho Noh

Harim Lee

Hyun Jong Yang

2024/4/3

MSODAI: Multi-Modal Maritime Object Detection Dataset With RGB and Hyperspectral Image Sensors

Advances in Neural Information Processing Systems

Jonggyu Jang

Sangwoo Oh

Youjin Kim

Dongmin Seo

Youngchol Choi

...

2024/2/13

Stratolite: Breakthrough for UAV Communications

한국통신학회 학술대회논문집

Hyeonsu Lyu

Hyun Jong Yang

2023/6

Patch-MI: Enhancing Model Inversion Attacks via Patch-Based Reconstruction

arXiv preprint arXiv:2312.07040

Jonggyu Jang

Hyeonsu Lyu

Hyun Jong Yang

2023/12/12

Privacy Attacks on Machine Learning Models: A Survey on Open Problems and Future Directions

한국통신학회 학술대회논문집

Jonggyu Jang

Hyun Jong Yang

2023/2

Deeper Understanding of Black-box Predictions via Generalized Influence Functions

arXiv preprint arXiv:2312.05586

Hyeonsu Lyu

Jonggyu Jang

Sehyun Ryu

Hyun Jong Yang

2023/12/9

A Learning-based Channel Estimation Method for Grant-Free Access in Massive MIMO Systems

한국통신학회 학술대회논문집

Sojeong Park

Yeongjun Kim

Jonggyu Jang

Hyun Jong Yang

2023/2

Learning-Based Channel Estimation Method with Non-Orthogonal Pilots for Grant-Free Multiple Access in Massive MIMO Systems

한국통신학회논문지

Sojeong Park

Yeongjun Kim

Jonggyu Jang

Hyun Jong Yang

2023/11

Machine Unlearning: A Survey on Principles and Challenges

한국통신학회 학술대회논문집

Hyeonsu Lyu

Hyun Jong Yang

2023/2

Maneuver by Airstreams for Stratospheric Balloon Base Stations

Hyeonsu Lyu

Hyun Jong Yang

2023/10/11

Distributed Resource Allocation and User Association for Max-Min Fairness in HetNets

IEEE Transactions on Vehicular Technology

Yeongjun Kim

Jonggyu Jang

Hyun Jong Yang

2023/9/18

Ici-robust transceiver design for integration of mimo-ofdm radar and mu-mimo communication

IEEE Transactions on Vehicular Technology

Hyeonho Noh

Harim Lee

Hyun Jong Yang

2022/10/20

GFDM-Based Asynchronous Grant-Free Multiple-Access

IEEE Access

Yeongjun Kim

Harim Lee

Maximilian Matthé

Gerhard Fettweis

Hyun Jong Yang

2022/3/16

Multi-Agent Reinforcement Learning-Based Coverage Maximization for Fixed-Wing Base Stations

Hyeonsu Lyu

SeongJin Hwang

Hyun Jong Yang

2022/10/19

Deep Learning-Aided User Association and Power Control With Renewable Energy Sources

IEEE Transactions on Communications

Jonggyu Jang

Hyun Jong Yang

2022/2/23

Connecting Quality Metrics to Deep Learning Accuracy for Image Fusion Methods

Hosung Joo

Youngchol Choi

Jongwon Park

Chang Hwy Lim

Hyun Jong Yang

2022/10/19

Recurrent Neural Network-Based User Association and Power Control in Dynamic HetNets

IEEE Transactions on Vehicular Technology

Jonggyu Jang

Hyun Jong Yang

2022/6/14

Trajectory-planning and resource allocation of UAV base station with user QoS constraints

한국통신학회 학술대회논문집

Hyeonsu Lyu

Jonggyu Jang

Harim Lee

Hyun Jong Yang

2022/6

Generalized Water-Filling Algorithm for Fast User Association and Resource Allocation

한국통신학회 학술대회논문집

Hyeonsu Lyu

Jonggyu Jang

Hyun Jong Yang

2022/11

See List of Professors in Hyun Jong Yang University(Pohang University of Science and Technology)

Co-Authors

academic-engine