Jaekyun Moon

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 87

Top Venues

CoRR

ISIT

IEEE Trans. Wirel. Commun.

NeurIPS

Publications

Wonjeong Choi, Jungwuk Park, Dong-Jun Han, Younghyun Park, Jaekyun Moon
Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration. CoRR (2024)
Wonjeong Choi, Jungwuk Park, Dong-Jun Han, Younghyun Park, Jaekyun Moon
Consistency-Guided Temperature Scaling Using Style and Content Information for Out-of-Domain Calibration. AAAI (2024)
Dong-Jun Han, Do-Yeon Kim, Minseok Choi, David Nickel, Jaekyun Moon, Mung Chiang, Christopher G. Brinton
Federated Split Learning With Joint Personalization-Generalization for Inference-Stage Optimization in Wireless Edge Networks. IEEE Trans. Mob. Comput. 23 (6) (2024)
Dong-Jun Han, Do-Yeon Kim, Minseok Choi, Christopher G. Brinton, Jaekyun Moon
SplitGP: Achieving Both Generalization and Personalization in Federated Learning. INFOCOM (2023)
Younghyun Park, Wonjeong Choi, Soyeong Kim, Dong-Jun Han, Jaekyun Moon
Active Learning for Object Detection with Evidential Deep Learning and Hierarchical Uncertainty Aggregation. ICLR (2023)
Jungwuk Park, Dong-Jun Han, Jinho Kim, Shiqiang Wang, Christopher G. Brinton, Jaekyun Moon
StableFDG: Style and Attention Based Learning for Federated Domain Generalization. CoRR (2023)
Jungwuk Park, Dong-Jun Han, Soyeong Kim, Jaekyun Moon
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization. CoRR (2023)
Seokil Ham, Jungwuk Park, Dong-Jun Han, Jaekyun Moon
NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks. NeurIPS (2023)
Do-Yeon Kim, Dong-Jun Han, Jun Seo, Jaekyun Moon
Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning. ICLR (2023)
Jungwuk Park, Dong-Jun Han, Jinho Kim, Shiqiang Wang, Christopher G. Brinton, Jaekyun Moon
StableFDG: Style and Attention Based Learning for Federated Domain Generalization. NeurIPS (2023)
Jungwuk Park, Dong-Jun Han, Soyeong Kim, Jaekyun Moon
Test-Time Style Shifting: Handling Arbitrary Styles in Domain Generalization. ICML (2023)
Seokil Ham, Jungwuk Park, Dong-Jun Han, Jaekyun Moon
NEO-KD: Knowledge-Distillation-Based Adversarial Training for Robust Multi-Exit Neural Networks. CoRR (2023)
Mohammad Mahdi Rahimi, Hasnain Irshad Bhatti, Younghyun Park, Humaira Kousar, Jaekyun Moon
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning. CoRR (2023)
Mohammad Mahdi Rahimi, Hasnain Irshad Bhatti, Younghyun Park, Humaira Kousar, Do-Yeon Kim, Jaekyun Moon
EvoFed: Leveraging Evolutionary Strategies for Communication-Efficient Federated Learning. NeurIPS (2023)
Dong-Jun Han, Do-Yeon Kim, Minseok Choi, Christopher G. Brinton, Jaekyun Moon
SplitGP: Achieving Both Generalization and Personalization in Federated Learning. CoRR (2022)
Younghyun Park, Soyeong Kim, Wonjeong Choi, Dong-Jun Han, Jaekyun Moon
Active Object Detection with Epistemic Uncertainty and Hierarchical Information Aggregation. CVPR Workshops (2022)
Jun Seo, Young-Hyun Park, Sung Whan Yoon, Jaekyun Moon
Task-Adaptive Feature Transformer with Semantic Enrichment for Few-Shot Segmentation. CoRR (2022)
Soyeong Kim, Do-Yeon Kim, Jaekyun Moon
Deep Neural Network Compression for Image Inpainting. ECCV Workshops (7) (2022)
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee
GenLabel: Mixup Relabeling using Generative Models. CoRR (2022)
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee
GenLabel: Mixup Relabeling using Generative Models. ICML (2022)
Hasnain Irshad Bhatti, Jaekyun Moon
Locally Supervised Learning with Periodic Global Guidance. CoRR (2022)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
TiBroco: A Fast and Secure Distributed Learning Framework for Tiered Wireless Edge Networks. INFOCOM (2021)
Jungwuk Park, Dong-Jun Han, Minseok Choi, Jaekyun Moon
Sageflow: Robust Federated Learning against Both Stragglers and Adversaries. NeurIPS (2021)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Hierarchical Broadcast Coding: Expediting Distributed Learning at the Wireless Edge. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded Wireless Distributed Computing With Packet Losses and Retransmissions. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Younghyun Park, Dong-Jun Han, Do-Yeon Kim, Jun Seo, Jaekyun Moon
Few-Round Learning for Federated Learning. NeurIPS (2021)
Sukkwang Park, Jaekyun Moon
Characterization of Inter-Cell Interference in 3D NAND Flash Memory. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (3) (2021)
Dong-Jun Han, Minseok Choi, Jungwuk Park, Jaekyun Moon
FedMes: Speeding Up Federated Learning With Multiple Edge Servers. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Dongjae Kim, Joongheon Kim, Jaekyun Moon
Probabilistic Caching and Dynamic Delivery Policies for Categorized Contents and Consecutive User Demands. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Younghyun Park, Jun Seo, Jaekyun Moon
CAFENet: Class-Agnostic Few-Shot Edge Detection Network. BMVC (2021)
Jy-yong Sohn, Dong-Jun Han, Beongjun Choi, Jaekyun Moon
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks. NeurIPS (2020)
Jun Seo, Young-Hyun Park, Sung Whan Yoon, Jaekyun Moon
Task-Adaptive Feature Transformer for Few-Shot Segmentation. CoRR (2020)
Hyegyeong Park, Jaekyun Moon
Improving SSD Read Latency via Coding. IEEE Trans. Computers 69 (12) (2020)
Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Joongheon Kim, Jaekyun Moon
Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective. WCNC (2020)
Minseok Choi, Andreas F. Molisch, Dong-Jun Han, Joongheon Kim, Jaekyun Moon
Cache Allocations for Consecutive Requests of Categorized Contents: Service Provider's Perspective. CoRR (2020)
Jun Seo, Sung Whan Yoon, Jaekyun Moon
Task-Adaptive Clustering for Semi-Supervised Few-Shot Classification. CoRR (2020)
Sung Whan Yoon, Do-Yeon Kim, Jun Seo, Jaekyun Moon
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning. ICML (2020)
Young-Hyun Park, Jun Seo, Jaekyun Moon
CAFENet: Class-Agnostic Few-Shot Edge Detection Network. CoRR (2020)
Beongjun Choi, Jy-yong Sohn, Dong-Jun Han, Jaekyun Moon
Communication-Computation Efficient Secure Aggregation for Federated Learning. CoRR (2020)
Sung Whan Yoon, Do-Yeon Kim, Jun Seo, Jaekyun Moon
XtarNet: Learning to Extract Task-Adaptive Representation for Incremental Few-Shot Learning. CoRR (2020)
Muah Kim, Jy-yong Sohn, Jaekyun Moon
Coded Matrix Multiplication on a Group-Based Model. ISIT (2019)
Sung Whan Yoon, Jun Seo, Jaekyun Moon
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning. ICML (2019)
Minseok Choi, Dongjae Kim, Dong-Jun Han, Joongheon Kim, Jaekyun Moon
Probabilistic Caching Policy for Categorized Contents and Consecutive User Demands. ICC (2019)
Sung Whan Yoon, Jun Seo, Jaekyun Moon
TapNet: Neural Network Augmented with Task-Adaptive Projection for Few-Shot Learning. CoRR (2019)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded Distributed Computing over Packet Erasure Channels. ISIT (2019)
Beongjun Choi, Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Secure Clustered Distributed Storage Against Eavesdropping. IEEE Trans. Inf. Theory 65 (11) (2019)
Hyegyeong Park, Jaekyun Moon
Irregular Product Coded Computation for High-Dimensional Matrix Multiplication. ISIT (2019)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of Clustered Distributed Storage. IEEE Trans. Inf. Theory 65 (1) (2019)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded Distributed Computing over Packet Erasure Channels. CoRR (2019)
Jy-yong Sohn, Dong-Jun Han, Beongjun Choi, Jaekyun Moon
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks. CoRR (2019)
Beongjun Choi, Jy-yong Sohn, Dong-Jun Han, Jaekyun Moon
Scalable Network-Coded PBFT Consensus Algorithm. ISIT (2019)
Muah Kim, Jy-yong Sohn, Jaekyun Moon
Coded Matrix Multiplication on a Group-Based Model. CoRR (2019)
Minseok Choi, Joongheon Kim, Jaekyun Moon
Dynamic Power Allocation and User Scheduling for Power-Efficient and Delay-Constrained Multiple Access Networks. IEEE Trans. Wirel. Commun. 18 (10) (2019)
Hyegyeong Park, Dongwon Lee, Jaekyun Moon
LDPC Code Design for Distributed Storage: Balancing Repair Bandwidth, Reliability, and Storage Overhead. IEEE Trans. Commun. 66 (2) (2018)
Minseok Choi, Joongheon Kim, Jaekyun Moon
Wireless Video Caching and Dynamic Streaming under Differentiated Quality Requirements. CoRR (2018)
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
Hierarchical Coding for Distributed Computing. ISIT (2018)
Jy-yong Sohn, Beongjun Choi, Jaekyun Moon
A Class of MSR Codes for Clustered Distributed Storage. ISIT (2018)
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
Hierarchical Coding for Distributed Computing. CoRR (2018)
Minseok Choi, Dong-Jun Han, Jaekyun Moon
Bi-Directional Cooperative NOMA Without Full CSIT. IEEE Trans. Wirel. Commun. 17 (11) (2018)
Minseok Choi, Joongheon Kim, Jaekyun Moon
Adaptive Detector Selection for Queue-Stable Word Error Rate Minimization in Connected Vehicle Receiver Design. IEEE Trans. Veh. Technol. 67 (4) (2018)
Jy-yong Sohn, Beongjun Choi, Jaekyun Moon
A Class of MSR Codes for Clustered Distributed Storage. CoRR (2018)
Minseok Choi, Joongheon Kim, Jaekyun Moon
Dynamic Power Allocation and User Scheduling for Power-Efficient and Low-Latency Communications. CoRR (2018)
Minseok Choi, Dong-Jun Han, Jaekyun Moon
Bi-Directional Cooperative NOMA without Full CSIT. CoRR (2018)
Sung Whan Yoon, Jun Seo, Jaekyun Moon
Meta Learner with Linear Nulling. CoRR (2018)
Minseok Choi, Joongheon Kim, Jaekyun Moon
Wireless Video Caching and Dynamic Streaming Under Differentiated Quality Requirements. IEEE J. Sel. Areas Commun. 36 (6) (2018)
Jy-yong Sohn, Jaekyun Moon
Explicit Construction of MBR Codes for Clustered Distributed Storage. CoRR (2018)
Dong-Jun Han, Jaekyun Moon, Jy-yong Sohn, Sunyoung Jo, Jang Hun Kim
Combined Window-Filter Waveform Design With Transmitter-Side Channel State Information. IEEE Trans. Veh. Technol. 67 (9) (2018)
Hyegyeong Park, Jaekyun Moon
Improving read access time of high-performance solid-state drives via layered coding schemes. ICC (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
On Reusing Pilots Among Interfering Cells in Massive MIMO. CoRR (2017)
Sung Whan Yoon, Jaekyun Moon
Low-complexity concatenated polar codes with excellent scaling behavior. ICC Workshops (2017)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of clustered distributed storage. ICC (2017)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of Clustered Distributed Storage. CoRR (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
On Reusing Pilots Among Interfering Cells in Massive MIMO. IEEE Trans. Wirel. Commun. 16 (12) (2017)
Beongjun Choi, Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Secure clustered distributed storage against eavesdroppers. ICC (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Pilot Reuse Strategy Maximizing the Weighted-Sum-Rate in Massive MIMO Systems. IEEE J. Sel. Areas Commun. 35 (8) (2017)
Beongjun Choi, Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Secure Clustered Distributed Storage Against Eavesdroppers. CoRR (2017)
Hyegyeong Park, Dongwon Lee, Jaekyun Moon
LDPC Code Design for Distributed Storage: Balancing Repair Bandwidth, Reliability and Storage Overhead. CoRR (2017)
Dong-Jun Han, Jaekyun Moon, Dongjae Kim, Sae-Young Chung, Yong H. Lee
Combined Subband-Subcarrier Spectral Shaping in Multi-Carrier Modulation Under the Excess Frame Length Constraint. IEEE J. Sel. Areas Commun. 35 (6) (2017)
Dong-Jun Han, Minseok Choi, Jaekyun Moon
NOMA in Distributed Antenna System for Max-Min Fairness and Max-Sum-Rate. CoRR (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Pilot Reuse Strategy Maximizing the Weighted-Sum-Rate in Massive MIMO Systems. CoRR (2017)
Soonyoung Kang, Jaekyun Moon, Jeongseok Ha, Jinwoo Shin
Breaking the Trapping Sets in LDPC Codes: Check Node Removal and Collaborative Decoding. IEEE Trans. Commun. 64 (1) (2016)
Dongwon Lee, Hyegyeong Park, Jaekyun Moon
Reducing repair-bandwidth using codes based on factor graphs. ICC (2016)
Jieun Oh, Jeongseok Ha, Hyegyeong Park, Jaekyun Moon
RS-LDPC Concatenated Coding for the Modern Tape Storage Channel. IEEE Trans. Commun. 64 (1) (2016)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of Clustered Distributed Storage. CoRR (2016)
Ji Yong Sohn, Sung Whan Yoon, Jaekyun Moon
When pilots should not be reused across interfering cells in massive MIMO. ICC Workshops (2015)
Sung Whan Yoon, Jaekyun Moon
Two-Dimensional Error-Pattern-Correcting Codes. IEEE Trans. Commun. 63 (8) (2015)
Ji Yong Sohn, Sung Whan Yoon, Jaekyun Moon
When Pilots Should Not Be Reused Across Interfering Cells in Massive MIMO. CoRR (2015)
Geunyeong Yu, Jaekyun Moon
Concatenated Raptor Codes in NAND Flash Memory. IEEE J. Sel. Areas Commun. 32 (5) (2014)
Jieun Oh, Jeongseok Ha, Jaekyun Moon, Gottfried Ungerboeck
RS-Enhanced TCM for Multilevel Flash Memories. IEEE Trans. Commun. 61 (5) (2013)
Geunyeong Yu, Jaekyun Moon
Concatenated Raptor Codes in NAND Flash Memory. CoRR (2013)
Seongwook Jeong, Jaekyun Moon
Self-Iterating Soft Equalizer. IEEE Trans. Commun. 61 (9) (2013)
Joonwoo Shin, Jaekyun Moon
Regularized Zero-Forcing Interference Alignment for the Two-Cell MIMO Interfering Broadcast Channel CoRR (2013)
Seongwook Jeong, Jaekyun Moon
Self-Iterating Soft Equalizer. CoRR (2013)
Jaekyun Moon, Jaehyeong No, Sangchul Lee, Sangsik Kim, Seokhwan Choi, Yunheub Song
Statistical Characterization of Noise and Interference in NAND Flash Memory. IEEE Trans. Circuits Syst. I Regul. Pap. (8) (2013)
Joonwoo Shin, Jaekyun Moon
Regularized Zero-Forcing Interference Alignment for the Two-Cell MIMO Interfering Broadcast Channel. IEEE Commun. Lett. 17 (7) (2013)
Jaehyeong No, Jaekyun Moon
Multi-directional self-iterating soft equalization for 2D intersymbol interference. GLOBECOM (2013)
Joonwoo Shin, Jaekyun Moon, Jaeyoung Ahn
MMSE-based filter design for multi-user peer-to-peer MIMO amplify-and-forward relay systems. ICC (2013)
Joonwoo Shin, Jaekyun Moon
Weighted-Sum-Rate-Maximizing Linear Transceiver Filters for the K-User MIMO Interference Channel. IEEE Trans. Commun. 60 (10) (2012)
Soonyoung Kang, Jaekyun Moon
Parallel LDPC decoder implementation on GPU based on unbalanced memory coalescing. ICC (2012)
Daejung Yoon, Jaekyun Moon
Low-Complexity Iterative Channel Estimation for Turbo Receivers. IEEE Trans. Commun. 60 (5) (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jaekyun Moon