Yongjune Kim

4 papers · 2017–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICML (2) ICLR (1) NeurIPS (1)

Top co-authors

Jong-Seon No (3) Hee-Youl Kwak (2) Sang-Hyo Kim (2) Naresh Shanbhag (1) Charbel Sakr (1) Dae-Young Yun (1) Junghyun Lee (1) Seong-Joon Park (1) Joon-Woo Lee (1) Young-Sik Kim (1)

Research topics

Deep Learning (3) Machine Learning (3) Application Areas (2) Architectures (2) Optimization & Theory (2) Artificial Intelligence (1) Mathematics & Optimization (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization (1)

Keywords

neural decoder (2) message passing (1) model inference (1) convolutional neural network (1) deep neural network (1) fully homomorphic encryption (1) inference latency (1) error correction (1) error-correcting code (1) privacy-preserving inference (1) ldpc code (1) network quantization (1) neural min-sum decoder (1) boosting learning (1) ensemble network (1) numerical precision (1) model compression (1) min-sum decoder (1)

Papers

CrossMPT: Cross-attention Message-passing Transformer for Error Correcting Codes ICLR 2025 Boosting Learning for LDPC Codes to Improve the Error-Floor Performance NeurIPS 2023 Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions ICML 2022 Analytical Guarantees on Numerical Precision of Deep Neural Networks ICML 2017