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Heeyoul Kwak · SciRah

Researcher profile · Semantic Scholar

Heeyoul Kwak

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Heeyoul Kwak — researcher profile on SciRah

h-index: 9
Works: 39
Citations: 232

Most-cited papers

CrossMPT: Cross-attention Message-Passing Transformer for Error Correcting Codes
Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim, Yongjune Kim +1 more
2024International Conference on Learning Representations43 citations
Semantic Scholar
Boosting Learning for LDPC Codes to Improve the Error-Floor Performance
Sang-Hyo Kim, Yongjune Kim, Heeyoul Kwak, J. No +1 more
2023Neural Information Processing Systems25 citations Open access
Semantic Scholar
Improving Windowed Decoding of SC LDPC Codes by Effective Decoding Termination, Message Reuse, and Amplification
Inayat Ali, Jong-Hwan Kim, Sang-Hyo Kim, Heeyoul Kwak +1 more
2018IEEE Access21 citations Open access
Semantic Scholar
Boosted Neural Decoders: Achieving Extreme Reliability of LDPC Codes for 6G Networks
Heeyoul Kwak, Dae-Young Yun, Yongjune Kim, Sang-Hyo Kim +1 more
2024IEEE Journal on Selected Areas in Communications19 citations Open access
Semantic Scholar
Multiple-Masks Error Correction Code Transformer for Short Block Codes
Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim, Sunghwan Kim +2 more
2025IEEE Journal on Selected Areas in Communications17 citations
Semantic Scholar
Neural Min-Sum Decoding for Generalized LDPC Codes
Heeyoul Kwak, Jaewha Kim, Yongjune Kim, Sang-Hyo Kim +1 more
2022IEEE Communications Letters14 citations
Semantic Scholar
Iterative Soft Decoding Algorithm for DNA Storage Using Quality Score and Redecoding
Jaeho Jeong, Hosung Park, Heeyoul Kwak, J. No +3 more
2023IEEE Transactions on Nanobioscience10 citations Open access
Semantic Scholar
How to Mask in Error Correction Code Transformer: Systematic and Double Masking
Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim, Sunghwan Kim +2 more
2023arXiv.org10 citations Open access
Semantic Scholar
BIC Codes: Bit Insertion-Based Constrained Codes With Error Correction for DNA Storage
Seong-Joon Park, Hosung Park, Heeyoul Kwak, J. No
2023IEEE Transactions on Emerging Topics in Computing10 citations
Semantic Scholar
Design of Irregular SC-LDPC Codes With Non-Uniform Degree Distributions by Linear Programming
Heeyoul Kwak, J. No, Hosung Park
2018IEEE Transactions on Communications10 citations
Semantic Scholar
Optimization of SC-LDPC Codes for Window Decoding With Target Window Sizes
Heeyoul Kwak, Jaewha Kim, Hosung Park, J. No
2022IEEE Transactions on Communications8 citations
Semantic Scholar
Learning strategies for neural min-sum decoding of LDPC codes
Hyeyeon Na, Hosung Park, Heeyoul Kwak, Seok-Ki Ahn
2025ICT express6 citations Open access
Semantic Scholar
Design of DNA Storage Coding Scheme With LDPC Codes and Interleaving
Jaewha Kim, Jaeho Jeong, Heeyoul Kwak, Jong-Seon No
2024IEEE Transactions on Nanobioscience6 citations
Semantic Scholar
Rate-Loss Mitigation of SC-LDPC Codes Without Performance Degradation
Heeyoul Kwak, Dae-Young Yun, J. No
2020IEEE Transactions on Communications6 citations
Semantic Scholar
A New List Decoding Algorithm for Short-Length TBCCs With CRC
Jaewha Kim, Jun-Woo Tak, Heeyoul Kwak, J. No
2018IEEE Access6 citations Open access
Semantic Scholar
Construction of Protograph-Based Partially Doped Generalized LDPC Codes
Jaewha Kim, Jaewha Kim, Heeyoul Kwak, J. No
2021IEEE Access4 citations Open access
Semantic Scholar
Lowering the Error Floor of Error Correction Code Transformer
Taewoo Park, Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim +1 more
2025arXiv.org3 citations
Semantic Scholar
Cross-Attention Message-Passing Transformers for Code-Agnostic Decoding in 6G Networks
Seong-Joon Park, Heeyoul Kwak, Sang-Hyo Kim, Yongjune Kim +1 more
2025arXiv.org3 citations
Semantic Scholar
Effect of the Period of the Fourier Series Approximation for Binarized Neural Network
S. Lee, Heeyoul Kwak, J. No
2022Digital Signal Processing and Signal Processing Education Workshop3 citations
Semantic Scholar
5G LDPC Codes as Root LDPC Codes via Diversity Alignment
Hyuntae Ahn, Inki Kim, Heeyoul Kwak, Yongjune Kim +2 more
2026arXiv.org2 citations
Semantic Scholar
The Cycle-Concentrating PEG Algorithm for Protograph Generalized LDPC Codes
Dae-Young Yun, Jaewha Kim, Heeyoul Kwak, J. No
2023IEEE Access2 citations Open access
Semantic Scholar
Optimizing Code Parameters of Finite-Length SC-LDPC Codes Using the Scaling Law
Heeyoul Kwak, Jaewha Kim, J. No
2021IEEE Access2 citations Open access
Semantic Scholar
Rate-loss reduction of SC-LDPC codes by optimizing reliable variable nodes via expected graph evolution
Heeyoul Kwak, Jaewha Kim, Jong-Seon
2017International Symposium on Information Theory2 citations
Semantic Scholar
Design of Outage-Limit-Approaching Protograph LDPC Codes via Generalized Rootchecks
Inki Kim, Hyuntae Ahn, Yongjune Kim, Heeyoul Kwak +2 more
2026International Symposium on Information Theory1 citations Open access
Semantic Scholar
WeaveMark: Robust and Scalable Multi-bit LLM Watermarking via Coded Payload Spreading
Gang-Hyun Park, Ju-Hyeong Lee, Heeyoul Kwak, Dae-Young Yun
20261 citations
Semantic Scholar
Logical Neural Belief Propagation for Linear-Complexity Decoding of Surface Codes
Heeyoul Kwak, Seong-Joon Park, Dae-Young Yun, Eliya Nachmani +1 more
20261 citations
Semantic Scholar
Evolutionary BP+OSD Decoding for Low-Latency Quantum Error Correction
Heeyoul Kwak, Seong-Joon Park, Hyunwoo Jung, Jeongseok Ha +1 more
2025arXiv.org1 citations
Semantic Scholar
PD-GLDPC Codes With Degree-1 Variable Nodes and Multi-Types of Component Codes
Jaewha Kim, Jaewha Kim, Heeyoul Kwak, Jong-Seon No
2024IEEE Communications Letters1 citations
Semantic Scholar
Neural Window Decoder for SC-LDPC Codes
Dae-Young Yun, Heeyoul Kwak, Yongjune Kim, Sang-Hyo Kim +1 more
2024arXiv.org1 citations
Semantic Scholar
Variable-Weight Block Dual-Diagonal Structure for Low-Rate QC LDPC Codes With Low Error Floors
Hosung Park, Heeyoul Kwak, Seokbeom Hong, J. No +1 more
2020IEEE Transactions on Communications1 citations
Semantic Scholar
Accurate Analytical Approximations for RIS-Aided Systems With Phase Errors
K. Nguyen, Heeyoul Kwak, Sunghwan Kim
2026IEEE Transactions on Vehicular Technology0 citations
Semantic Scholar
ZeroCode: On-demand Error-Correcting Code Construction from the Zero Matrix via Reinforcement Learning
Ju-Hyeong Lee, Yongjune Kim, Sang-Hyo Kim, Dae-Young Yun +1 more
20260 citations
Semantic Scholar
Spectral-Aligned Pruning for Universal Error-Correcting Code Transformers
Sanghyeon Cho, Taewoo Park, Seong-Joon Park, Dae-Young Yun +3 more
2026arXiv.org0 citations
Semantic Scholar
Flexible puncturing schemes for 5G NR LDPC codes
Heeyoul Kwak, S. Lim, Ju-Hyeong Lee, Dae-Young Yun
2026ICT express0 citations Open access
Semantic Scholar
Qubit-centric transformer for surface code decoding
Seong-Joon Park, Heeyoul Kwak, Yongjune Kim
2025Physical Review A0 citations
Semantic Scholar
Flexible WOM codes for NAND flash memory based on raptor-like codes
Bohwan Jun, Heeyoul Kwak, J. No, Hosung Park
2018Journal of Communications and Networks0 citations
Semantic Scholar
Overlapped Circular SC-LDPC Codes and Their Modified Coupled Codes
Heeyoul Kwak, Bohwan Jun, Pilwoong Yang, J. No +1 more
2016arXiv.org0 citations
Semantic Scholar
New Coupled Codes Constructed by Overlapping Circular SC-LDPC Codes
Heeyoul Kwak, Bohwan Jun, Pilwoong Yang, J. No +1 more
20160 citations
Semantic Scholar
Construction Method for Modified Spatially Coupled LDPC Codes by Connecting Two Tail-Biting LDPC Codes
Heeyoul Kwak, Bohwan Jun, Joon Shin
20150 citations
Semantic Scholar

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