Preprints and submitted papers

• Hierarchical qubit-merging transformer for quantum error correction

Seong-Joon Park et al.

submitted, arxiv, 2025

• Cross-attention message-passing transformers for code-agnostic decoding in 6G networks 

Seong-Joon Park et al.

submitted, arxiv, 2025

• Efficient message-passing transformer for error correcting codes

Seong-Joon Park, Taewoo Park, Hee-Youl Kwak, Sang-Hyo Kim, Yongjune Kim, and Jong-Seon No

submitted, 2025

• Lowering the error floor of error correction code transformer

Taewoo Park, Seong-Joon Park, Hee-Youl Kwak, Sang-Hyo Kim, and Yongjune Kim

submitted, arxiv, 2025

Journal & conference papers

• CrossMPT: Cross-attention message passing transformer for error correcting codes

Seong-Joon Park, Hee-Youl Kwak, Sang-Hyo Kim, Yongjune Kim, and Jong-Seon No

International Conference on Learning Representations (ICLR 2025), (Top-tier AI conference)

• Multiple-masks error correction code transformer for short block codes

Seong-Joon Park , Hee-Youl Kwak, Sang-Hyo Kim, Sunghwan Kim, Yongjune Kim, and Jong-Seon No

IEEE Journal on Selected Areas in Communications (IEEE JSAC), 2025 (IF: 17.2, JCR 1.3%)

🏆 Silver Prize ($10,000), 30th HumanTech Paper Award, Samsung Electronics Co., Ltd [link]

🏆 Best Paper Award, 34th Joint Conference on Communication and Information [link]

• Reducing costs by error correction using soft information of variable-length reads in DNA-based data storage

Seong-Joon Park, Sunghwan Kim, Jaeho Jeong, Albert No, Jong-Seon No, and Hosung Park

Bioinformatics, 2023 (Rank #1 in Bioinformatics & Computational Biology, Google scholar)

🏆 Excellence Award ($3,000), 15th ICT Thesis Contest Grand Prize [link]

• BIC codes: Bit insertion-based constrained codes with error correction for DNA Storage

Seong-Joon Park, Hosung Park, Hee-Youl Kwak, and Jong-Seon No

IEEE Transactions on  Emerging Topics in Computing (IEEE TETC), vol. 11, issue. 3, pp. 764 - 777, Jul. - Sep. 2023.

• Generative adversarial networks for DNA storage channel simulator

Sanghoon Kang, Yunfei Gao, Jaeho Jeong, Seong-Joon Park, Jae-Won Kim, Jong-Seon No, Hahyeon Jeon, Jeong Wook Lee, Sung Hwan Kim, Hosung Park, and Albert No

IEEE Access, vol. 11 pp. 3781 - 3793, Jan. 2023.

• Iterative DNA coding scheme with GC balance and run-length constraints using a greedy algorithm

Seong-Joon Park, Yongwoo Lee, and Jong-Seon No

Journal of communications and networks (JCN), vol. 24, issue 3, pp. 283-291, Apr. 2022.

• Cooperative sequence clustering and decoding for DNA storage system with fountain codes

Jaeho Jeong, Seong-Joon Park, Jae-Won Kim, Jong-Seon No, Ha Hyeon Jeon, Jeong Wook Lee, Albert No, Sunghwan Kim, and Hosung Park

Bioinformatics, 2021 (Rank #1 in Bioinformatics & Computational Biology, Google scholar)

Workshop

• CrossMPT: Cross-attention message passing transformer for error correcting codes

Seong-Joon Park, Hee-Youl Kwak, Sang-Hyo Kim, Yongjune Kim, and Jong-Seon No

IEEE Communication Theory Workshop (IEEE CTW), May 2025. (poster) 

Reviewer

• Scientific Reports

• IEEE Communications Magazine

• IEEE Transactions on Cognitive Communications and Networking