IL-MIN KIM

IL-MIN KIM

Queens University

H-index: 40

Asia-Bangladesh

About IL-MIN KIM

IL-MIN KIM, With an exceptional h-index of 40 and a recent h-index of 23 (since 2020), a distinguished researcher at Queens University, specializes in the field of Machine learning, IoT, Wireless Communications, Signal Processing, Communications Security.

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

OCR-Diff: A Two-Stage Deep Learning Framework for Optical Character Recognition Using Diffusion Model in Industrial Internet-of-Things

Deep Learning-based Joint Pilot Design and Channel Estimation for OFDM Systems

On the Effectiveness of Activation Noise in Both Training and Inference for Generative Classifiers

Enhanced Non-Maximum Suppression for the Detection of Steel Surface Defects

RandMixAugment: A Novel Unified Technique for Region-and Image-Level Data Augmentations

Redundancy Management in Federated Learning for Fast Communication

Cooperative inference of DNNs for delay-and memory-constrained wireless IoT systems

Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks

IL-MIN KIM Information

University

Position

Professor of ECE Canada

Citations(all)

5067

Citations(since 2020)

1693

Cited By

4141

hIndex(all)

40

hIndex(since 2020)

23

i10Index(all)

101

i10Index(since 2020)

47

Email

University Profile Page

Queens University

Google Scholar

View Google Scholar Profile

IL-MIN KIM Skills & Research Interests

Machine learning

IoT

Wireless Communications

Signal Processing

Communications Security

Top articles of IL-MIN KIM

Title

Journal

Author(s)

Publication Date

OCR-Diff: A Two-Stage Deep Learning Framework for Optical Character Recognition Using Diffusion Model in Industrial Internet-of-Things

IEEE Internet of Things Journal

Chae-Won Park

Vikas Palakonda

Sangseok Yun

Il-Min Kim

Jae-Mo Kang

2024/4/18

Deep Learning-based Joint Pilot Design and Channel Estimation for OFDM Systems

IEEE Communications Letters

Chang-Jae Chun

Jae-Mo Kang

Il-Min Kim

2019/8/26

On the Effectiveness of Activation Noise in Both Training and Inference for Generative Classifiers

IEEE Access

Milad Khademi Nori

Yiqun Ge

Il-Min Kim

2023/11/21

Enhanced Non-Maximum Suppression for the Detection of Steel Surface Defects

Mathematics

Seong-Hwan Kang

Vikas Palakonda

Il-Min Kim

Jae-Mo Kang

Sangseok Yun

2023/9/13

RandMixAugment: A Novel Unified Technique for Region-and Image-Level Data Augmentations

IEEE Access

Yosoeb Shin

Vikas Palakonda

Sangseok Yun

Il-Min Kim

Seon-Gon Kim

...

2023/8/15

Redundancy Management in Federated Learning for Fast Communication

IEEE Transactions on Communications

Azadeh Motamedi

Sangseok Yun

Jae-Mo Kang

Yiqun Ge

Il-Min Kim

2023/8/4

Cooperative inference of DNNs for delay-and memory-constrained wireless IoT systems

IEEE Internet of Things Journal

Sangseok Yun

Wan Choi

Il-Min Kim

2022/2/17

Transport Capacity Optimization for Resource Allocation in Tera-IoT Networks

IEEE Internet of Things Journal

Cheol Jeong

Chang-Jae Chun

Won-Yong Shin

Il-Min Kim

2022/2/1

MODULAR FEDERATED CONTRASTIVE LEARNING WITH PEER NORMALIZATION

Azadeh Motamedi

GE Yiqun

IL MIN KIM

2022/9/29

ON INJECTING NOISE DURING INFERENCE

Milad Khademi Nori

GE Yiqun

IL MIN KIM

2022/9/29

Deep learning for multi-user MIMO systems: Joint design of pilot, limited feedback, and precoding

IEEE Transactions on Communications

Jeonghyeon Jang

Hoon Lee

Il-Min Kim

Inkyu Lee

2022/9/27

Deep Neural Network-Based Precoder for Fairness Aware Secure NOMA Scheme

IEEE Transactions on Vehicular Technology

Jinyoung Lee

Sangseok Yun

Il-Min Kim

Jeongseok Ha

2022/2/24

Fast federated learning by balancing communication trade-offs

IEEE Transactions on Communications

Milad Khademi Nori

Sangseok Yun

Il-Min Kim

2021/5/24

Joint network control and resource allocation for space-terrestrial integrated network through hierarchal deep actor-critic reinforcement learning

IEEE Transactions on Vehicular Technology

Hurmat Ali Shah

Lian Zhao

Il-Min Kim

2021/4/8

Deep learning-based ground vibration monitoring: Reinforcement learning and RNN–CNN approach

IEEE Geoscience and Remote Sensing Letters

Sangseok Yun

Jae-Mo Kang

Jeongseok Ha

Sangho Lee

Dong-Woo Ryu

...

2021/3/30

MSE-based joint transceiver and passive beamforming designs for intelligent reflecting surface-aided MIMO systems

IEEE Wireless Communications Letters

Jae-Mo Kang

Sangseok Yun

Il-Min Kim

Heechul Jung

2021/12/28

Deep reinforcement learning-based task offloading decision in the time varying channel

Ze Wei

Rongxi He

Yunuo Li

2023/8/10

Flexible soft-output decoding of polar codes

EURASIP Journal on Wireless Communications and Networking

Sunghoon Lee

Jooyoun Park

Il-Min Kim

Jun Heo

2021/8/24

Cooperative inference of DNNs over noisy wireless channels

IEEE Transactions on Vehicular Technology

Sangseok Yun

Jae-Mo Kang

Sooyong Choi

Il-Min Kim

2021/6/24

CoMP-NOMA in the SWIPT networks

IEEE Transactions on Wireless Communications

Mohammadali Hedayati

Il-Min Kim

2020/4/9

See List of Professors in IL-MIN KIM University(Queens University)