Scientific Frontiers

Publications

The complete index of NAIRL’s published research across its three scientific frontiers.

← Back to Research Archive

All 174 Beyond Scaling Laws 87 Physical AI & Robotics 60 High-dimensional Generative Models 27

All Publications

174 publications

# Breakthrough in Neural Scaling Law

Local-Global Temporal Fusion Network With an Attention Mechanism for Multiple and Multiclass Arrhythmia Classification

Yun Kwan Kim, Minji Lee, Hee Seok Song, Seong-Whan Lee · IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2025

# Breakthrough in Neural Scaling Law

Counterfactual Explanation Through Latent Adjustment in Disentangled Space of Diffusion Model

Seung-Hyup Na, Seong-Whan Lee · IEEE Transactions on Neural Networks and Learning Systems · 2025

# Breakthrough in Neural Scaling Law

Diversify and Conquer: Open-Set Disagreement for Robust Semi-Supervised Learning With Outliers

Heejo Kong, Sung-Jin Kim, Gunho Jung, Seong-Whan Lee · IEEE Transactions on Neural Networks and Learning Systems · 2025

# Breakthrough in Neural Scaling Law

VQ-FedDiff: Federated Learning Algorithm of Diffusion Models with Client-Specific Vector-Quantized Conditioning

Tehrim Yoon, Minyoung Hwang, Eunho Yang · TPAMI · 2025