Byonghyo Shim

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 228

Top Venues

CoRR

IEEE Trans. Commun.

ICC

IEEE Trans. Veh. Technol.

Publications

Jinwoo Son, Inkook Keum, Hyunsoo Kim, Hyung Joon Cho, Byonghyo Shim
Transformer-Based Environment-Aware Localization in the NLoS Scenarios. WCNC (2024)
Khoa Anh Ngo, Jihoon Moon, Seungnyun Kim, Byonghyo Shim
Multi-User Identification and 3D Positioning Using Multi-View Images via Contrastive Learning. ICC Workshops (2024)
Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. AAAI (2024)
Hyunsoo Kim, Seungnyun Kim, Jiao Wu, Byonghyo Shim
Transformer-Based RIS Phase Shift Control for Ultra-Low Latency V2X Systems. IEEE Trans. Cogn. Commun. Netw. 10 (4) (2024)
Yan Li, Yunquan Dong, Jian Wang, Byonghyo Shim
On-Time Communications Over Fading Channels. IEEE Trans. Veh. Technol. 73 (1) (2024)
Seungnyun Kim, Jihoon Moon, Jinhong Kim, Yongjun Ahn, Donghoon Kim, Sunwoo Kim, Kyuhong Shim, Byonghyo Shim
Role of Sensing and Computer Vision in 6G Wireless Communications. CoRR (2024)
Seungnyun Kim, Jungjae Park, Jihoon Moon, Byonghyo Shim
Fast and Accurate Terahertz Beam Management via Frequency-Dependent Beamforming. IEEE Trans. Wirel. Commun. 23 (3) (2024)
Yongjeong Oh, Jaehong Jo, Byonghyo Shim, Yo-Seb Jeon
Deep Learning-Assisted Parallel Interference Cancellation for Grant-Free NOMA in Machine-Type Communication. CoRR (2024)
Seungnyun Kim, Jiao Wu, Byonghyo Shim
Efficient Channel Probing and Phase Shift Control for mmWave Reconfigurable Intelligent Surface-Aided Communications. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Xiaochun Ge, Shanping Yu, Wenqian Shen, Chengwen Xing, Byonghyo Shim
Beamforming Design With Partial Channel Estimation and Feedback for FDD RIS-Assisted Systems. IEEE Trans. Wirel. Commun. 23 (6) (2024)
Yiying Liu, Jiao Wu, Seungnyun Kim, Byonghyo Shim
Vision-Aided Blockage Prediction and Proactive Handover for Indoor mmWave and Terahertz Communications. GLOBECOM (2023)
Seungnyun Kim, Jiao Wu, Jihoon Moon, Byonghyo Shim
Sparse Channel Feedback for Energy-Efficient mmWave Massive MIMO Systems. ICTC (2023)
Sangtae Kim, Daeyoung Park, Byonghyo Shim
Semantic-Aware Superpixel for Weakly Supervised Semantic Segmentation. AAAI (2023)
Junseon Kim, Byonghyo Shim, Kyunghan Lee
Toward Enabling Performance-Guaranteed Networking in Next-Generation Cellular Networks. IEEE Commun. Mag. 61 (1) (2023)
Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim
Vision Transformer-based Feature Extraction for Generalized Zero-Shot Learning. CoRR (2023)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Parametric Sparse Channel Estimation for RIS-Assisted Terahertz Systems. IEEE Trans. Commun. 71 (9) (2023)
Yongjun Ahn, Inkook Keum, Jinwoo Son, Byonghyo Shim
Deep Learning-based Localization Using Spatial Information in the NLoS Scenarios. ICTC (2023)
Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim
Semantic-Preserving Augmentation for Robust Image-Text Retrieval. CoRR (2023)
Seungnyun Kim, Jiao Wu, Jihoon Moon, Byonghyo Shim
Frequency-Dependent Precoding for Wideband Terahertz Communication Systems. GLOBECOM (2023)
Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim
Depth-Relative Self Attention for Monocular Depth Estimation. CoRR (2023)
Jinhong Kim, Yongjun Ahn, Byonghyo Shim
Massive Data Generation for Deep Learning-Aided Wireless Systems Using Meta Learning and Generative Adversarial Network. IEEE Trans. Veh. Technol. 72 (1) (2023)
Yongjun Ahn, Jinhong Kim, Seungnyun Kim, Kyuhong Shim, Jiyoung Kim, Sangtae Kim, Byonghyo Shim
Toward Intelligent Millimeter and Terahertz Communication for 6G: Computer Vision-Aided Beamforming. IEEE Wirel. Commun. 30 (5) (2023)
Seungnyun Kim, Anho Lee, Hyungyu Ju, Khoa Anh Ngo, Jihoon Moon, Byonghyo Shim
Transformer-Based Channel Parameter Acquisition for Terahertz Ultra-Massive MIMO Systems. IEEE Trans. Veh. Technol. 72 (11) (2023)
Hyungyu Ju, Seokhyun Jeong, Seungnyun Kim, Byonghyo Shim
Transformer-Aided Parametric CSI Feedback for mmWave Massive MIMO Systems. ICC (2023)
Howon Lee, Byungju Lee, Heecheol Yang, Junghyun Kim, Seungnyun Kim, Wonjae Shin, Byonghyo Shim, H. Vincent Poor
Towards 6G Hyper-Connectivity: Vision, Challenges, and Key Enabling Technologies. CoRR (2023)
Sunwoo Kim, Kyuhong Shim, Luong Trung Nguyen, Byonghyo Shim
Semantic-Preserving Augmentation for Robust Image-Text Retrieval. ICASSP (2023)
Kyuhong Shim, Jiyoung Kim, Gusang Lee, Byonghyo Shim
Depth-Relative Self Attention for Monocular Depth Estimation. IJCAI (2023)
Jiseob Kim, Kyuhong Shim, Junhan Kim, Byonghyo Shim
Vision Transformer-Based Feature Extraction for Generalized Zero-Shot Learning. ICASSP (2023)
Yiying Liu, Jiao Wu, Seungnyun Kim, Byonghyo Shim
Distance-Aware Subarray Selection for Terahertz Ultra-Massive MIMO Systems. VTC2023-Spring (2023)
Hyunsoo Kim, Geon-Woong Jung, Byonghyo Shim
Attention-based Phase Shift Control for Multi-RIS-aided Systems. APWCS (2023)
Wonjun Kim, Yongjun Ahn, Jinhong Kim, Byonghyo Shim
Towards deep learning-aided wireless channel estimation and channel state information feedback for 6G. J. Commun. Networks 25 (1) (2023)
Yongjun Ahn, Jinhong Kim, Sunwoo Kim, Byonghyo Shim
Computer Vision-Aided Proactive Mobility Management for 6G Terahertz Communications. GLOBECOM (2023)
Jiao Wu, Byonghyo Shim
Frequency-Dependent Beamforming for RIS-Assisted Wideband Terahertz Systems. VTC2023-Spring (2023)
Jihoon Moon, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim
Energy-Efficient User Association in mmWave/THz Ultra-Dense Network via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Green Commun. Netw. 7 (2) (2023)
Jiyoung Kim, Kyuhong Shim, Insu Lee, Byonghyo Shim
Expand-and-Quantize: Unsupervised Semantic Segmentation Using High-Dimensional Space and Product Quantization. CoRR (2023)
Seungnyun Kim, Jiao Wu, Byonghyo Shim
Path-Selective Precoding for FDD-based Massive MIMO Systems. WCNC (2023)
Seokhyun Jeong, Hyungyu Ju, Sunwoo Kim, Byonghyo Shim
Automated Environment-Aware Channel Feedback for 6G Massive MIMO Systems. GLOBECOM (Workshops) (2023)
Howon Lee, Byungju Lee, Heecheol Yang, Junghyun Kim, Seungnyun Kim, Wonjae Shin, Byonghyo Shim, H. Vincent Poor
Towards 6G hyper-connectivity: Vision, challenges, and key enabling technologies. J. Commun. Networks 25 (3) (2023)
Khoa Anh Ngo, Kyuhong Shim, Byonghyo Shim
Spatial Cross-Attention for Transformer-Based Image Captioning. ICASSP (2023)
Yongsuk Byun, Hyunsoo Kim, Seungnyun Kim, Byonghyo Shim
Channel Estimation and Phase Shift Control for UAV-Carried RIS Communication Systems. IEEE Trans. Veh. Technol. 72 (10) (2023)
Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim
Optimization of General Matrix Multiply Library for Ternary Weight for Fast DNN Inference. J. Signal Process. Syst. 94 (10) (2022)
Yongjun Ahn, Wonjun Kim, Byonghyo Shim
Active User Detection and Channel Estimation for Massive Machine-Type Communication: Deep Learning Approach. IEEE Internet Things J. 9 (14) (2022)
Jinhong Kim, Yongjun Ahn, Seungnyun Kim, Byonghyo Shim
Parametric Sparse Channel Estimation Using Long Short-Term Memory for mmWave Massive MIMO Systems. ICC (2022)
Ruoyu Zhang, Byonghyo Shim, Wen Wu
Direction-of-Arrival Estimation for Large Antenna Arrays With Hybrid Analog and Digital Architectures. IEEE Trans. Signal Process. 70 (2022)
Sunwoo Kim, Byonghyo Shim
Network Slicing using Deep Reinforcement Learning for Beyond 5G and 6G Systems. APWCS (2022)
Seungnyun Kim, Byonghyo Shim
Joint DoA and TDoA Estimation for mmWave Communications Using Zadoff-Chu Sequence. ICTC (2022)
Kyungjoo Suh, Sunwoo Kim, Yongjun Ahn, Seungnyun Kim, Hyungyu Ju, Byonghyo Shim
Deep Reinforcement Learning-Based Network Slicing for Beyond 5G. IEEE Access 10 (2022)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Near-Field Channel Estimation for RIS-Assisted Wideband Terahertz Systems. GLOBECOM (2022)
Jihoon Moon, Byonghyo Shim
LSTM-based Beam Tracking Using Computer Vision. APWCS (2022)
Ruoyu Zhang, Byonghyo Shim, Weijie Yuan, Marco Di Renzo, Xiaoyu Dang, Wen Wu
Integrated Sensing and Communication Waveform Design With Sparse Vector Coding: Low Sidelobes and Ultra Reliability. IEEE Trans. Veh. Technol. 71 (4) (2022)
Seungnyun Kim, Byonghyo Shim
Channel Estimation for Reconfigurable Intelligent Surface-Aided mmWave Communications. GLOBECOM (2022)
Jinwoo Son, Inkook Keum, Yongjun Ahn, Byonghyo Shim
D-TLoc: Deep Learning-aided Hybrid TDoA/AoA-based Localization. APWCS (2022)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Energy-Efficient Power Control and Beamforming for Reconfigurable Intelligent Surface-Aided Uplink IoT Networks. CoRR (2022)
Yongjun Ahn, Jinhong Kim, Byonghyo Shim
On the Design Principles for Deep Learning-based Wireless Data Collection and Channel Estimation. ICTC (2022)
Yunseo Nam, Yo-Seb Jeon, Byonghyo Shim
Sparse Vector Codes for MIMO ISI Channels with Low-Resolution ADCs. GLOBECOM (2022)
Dawei Chen, Shuo Shi, Xuemai Gu, Byonghyo Shim
Robust DoA Estimation Using Denoising Autoencoder and Deep Neural Networks. IEEE Access 10 (2022)
Seungnyun Kim, Jiao Wu, Ahnho Lee, Yiying Liu, Yongseok Byun, Byonghyo Shim
Covariance-Based Time-Frequency ESPRIT Algorithm for Direction-of-Arrival Estimation. APCC (2022)
Anho Lee, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim
Intelligent Near-Field Channel Estimation for Terahertz Ultra-Massive MIMO Systems. GLOBECOM (2022)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim
Energy-Efficient Ultra-Dense Network With Deep Reinforcement Learning. IEEE Trans. Wirel. Commun. 21 (8) (2022)
Jiao Wu, Seungnyun Kim, Byonghyo Shim
Energy-Efficient Power Control and Beamforming for Reconfigurable Intelligent Surface-Aided Uplink IoT Networks. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Jungjae Park, Seungnyun Kim, Jihoon Moon, Byonghyo Shim
Fast Terahertz Beam Training Via Frequency-dependent Precoding. ICC Workshops (2022)
Yunseo Nam, Byonghyo Shim
Sparse Superposition Modulation for SIMO ISI Channels with One-Bit ADCs. APWCS (2022)
Hyunsoo Kim, Yongsuk Byun, Byonghyo Shim
LSTM-based RIS Phase Shift Control for V2X Communication Systems. VTC Fall (2022)
Jinhong Kim, Yongjun Ahn, Byonghyo Shim
Massive Data Generation for Deep Learning-aided Wireless Systems Using Meta Learning and Generative Adversarial Network. CoRR (2022)
Yan Li, Yunquan Dong, Byonghyo Shim
On-Time Communications Over Fading Channels. CoRR (2022)
Xuewan Zhang, Di Zhang, Byonghyo Shim, Gangtao Han, Dalong Zhang, Takuro Sato
Sparse Superimposed Coding for Short-Packet URLLC. IEEE Internet Things J. 9 (7) (2022)
Junhan Kim, Kyuhong Shim, Byonghyo Shim
Semantic Feature Extraction for Generalized Zero-Shot Learning. AAAI (2022)
Junhan Kim, Byonghyo Shim
Generalized Zero-Shot Learning Using Conditional Wasserstein Autoencoder. ICASSP (2022)
Wonjun Kim, Byonghyo Shim
Partial Sample Transmission and Deep Neural Decoding for URLLC V2X System. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Sangtae Kim, Luong Trung Nguyen, Kyuhong Shim, Junhan Kim, Byonghyo Shim
Pseudo-Label-Free Weakly Supervised Semantic Segmentation Using Image Masking. IEEE Access 10 (2022)
Hyungyu Ju, Byonghyo Shim
Energy-Efficient Multi-UAV Network using Multi-Agent Deep Reinforcement Learning. APWCS (2022)
Een-Kee Hong, Inkyu Lee, Byonghyo Shim, Young-Chai Ko, Sang-Hyo Kim, Sangheon Pack, Kyunghan Lee, Sunwoo Kim, Jae-Hyun Kim, Yoan Shin, Younghan Kim, Haejoon Jung
6G R&D vision: Requirements and candidate technologies. J. Commun. Networks 24 (2) (2022)
Sunwoo Kim, Seungnyun Kim, Kyungjoo Suh, Byonghyo Shim
Action Elimination-assisted Deep Reinforcement Learning for B5G Cell Selection and Network Slicing. GLOBECOM (2022)
Yongjun Ahn, Byonghyo Shim
Deep Learning-Based Beamforming for Intelligent Reflecting Surface-Assisted mmWave Systems. ICTC (2021)
Jihoon Moon, Byonghyo Shim
User Association with Multi-Agent Reinforcement Learning for Energy-Efficient UDN. ICTC (2021)
Hyungyu Ju, Seungnyun Kim, Youngjoon Kim, Byonghyo Shim
Energy-Efficient Ultra-Dense Network with Deep Reinforcement Learning. CoRR (2021)
Sangtae Kim, Luong Trung Nguyen, Byonghyo Shim
Object Region and Class Learning for Weakly-Supervised Semantic Segmentation. ACSCC (2021)
Sun Hong Lim, Sunwoo Kim, Byonghyo Shim, Jun Won Choi
Deep Learning-based Beam Tracking for Millimeter-wave Communications under Mobility. CoRR (2021)
Zhengpin Li, Zheng Wei, Jian Wang, Yun Lin, Byonghyo Shim
Fast Graph Subset Selection Based on G-optimal Design. CoRR (2021)
Namik Kim, Dongwoo Kim, Byonghyo Shim, Kwang Bok Lee
Deep Learning-Based Spreading Sequence Design and Active User Detection for Massive Machine-Type Communications. IEEE Wirel. Commun. Lett. 10 (8) (2021)
Hyunsoo Kim, Jiao Wu, Yosub Park, Seungnyun Kim, Byonghyo Shim
Deep Learning-Based Intelligent Reflecting Surface Phase Shift Control. VTC Fall (2021)
Junhan Kim, Jian Wang, Byonghyo Shim
Optimal Restricted Isometry Condition of Normalized Sampling Matrices for Exact Sparse Recovery With Orthogonal Least Squares. IEEE Trans. Signal Process. 69 (2021)
Junhan Kim, Kyuhong Shim, Byonghyo Shim
Semantic Feature Extraction for Generalized Zero-shot Learning. CoRR (2021)
Seokhyeon Choi, Kyuhong Shim, Jungwook Choi, Wonyong Sung, Byonghyo Shim
TernGEMM: GEneral Matrix Multiply Library with Ternary Weights for Fast DNN Inference. SiPS (2021)
Luong Trung Nguyen, Junhan Kim, Byonghyo Shim
Gradual Federated Learning with Simulated Annealing. CoRR (2021)
Dawei Chen, Shuo Shi, Xuemai Gu, Byonghyo Shim
Weak Signal Frequency Detection Using Chaos Theory: A Comprehensive Analysis. IEEE Trans. Veh. Technol. 70 (9) (2021)
Xuewan Zhang, Gangtao Han, Dalong Zhang, Byonghyo Shim, Di Zhang
Sparse Vector Coding-based Superimposed Transmission for Short Packet URLLC. WCNC Workshops (2021)
Sunwoo Kim, Luong Trung Nguyen, Junhan Kim, Byonghyo Shim
Deep Learning Based Low-Rank Matrix Completion for IoT Network Localization. IEEE Wirel. Commun. Lett. 10 (10) (2021)
Jihoon Moon, Hyungyu Ju, Seungnyun Kim, Byonghyo Shim
Energy-Efficient mmWave UDN Using Distributed Multi-Agent Deep Reinforcement Learning. ICC Workshops (2021)
Sun Hong Lim, Sunwoo Kim, Byonghyo Shim, Jun Won Choi
Deep Learning-Based Beam Tracking for Millimeter-Wave Communications Under Mobility. IEEE Trans. Commun. 69 (11) (2021)
Luong Trung Nguyen, Byonghyo Shim
Gradual Federated Learning Using Simulated Annealing. ICASSP (2021)
Wonjun Kim, Byonghyo Shim
Partial Sample Transmission and Deep Neural Decoding for URLLC-based V2X Systems. ICC (2021)
Seungnyun Kim, Byonghyo Shim
Energy-Efficient Millimeter-Wave Cell-Free Systems Under Limited Feedback. IEEE Trans. Commun. 69 (6) (2021)
Seungnyun Kim, Junwon Son, Byonghyo Shim
Energy-Efficient Ultra-Dense Network Using LSTM-based Deep Neural Networks. IEEE Trans. Wirel. Commun. 20 (7) (2021)
Luong Trung Nguyen, Junhan Kim, Byonghyo Shim
Gradual Federated Learning With Simulated Annealing. IEEE Trans. Signal Process. 69 (2021)
Ruoyu Zhang, Byonghyo Shim, Yi Lou, Shaobo Jia, Wen Wu
Sparse Vector Coding Aided Ultra-Reliable and Low-Latency Communications in Multi-User Massive MIMO Systems. IEEE Trans. Veh. Technol. 70 (1) (2021)
Jiao Wu, Byonghyo Shim
Power Minimization of Intelligent Reflecting Surface-Aided Uplink IoT Networks. WCNC (2021)
Jin Hyeok Yoo, Sun Hong Lim, Byonghyo Shim, Jun Won Choi
Estimation of Dynamically Varying Support of Sparse Signals via Sequential Monte-Carlo Method. IEEE Trans. Signal Process. 68 (2020)
Junwon Son, Seungnyun Kim, Byonghyo Shim
Energy Efficient Ultra-Dense Network Using Long Short-Term Memory. WCNC (2020)
Sun Hong Lim, Sunwoo Kim, Byonghyo Shim, Jun Won Choi
Efficient Beam Training and Sparse Channel Estimation for Millimeter Wave Communications Under Mobility. IEEE Trans. Commun. 68 (10) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Byonghyo Shim