Scientific Frontiers

Publications

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

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All 308 Beyond Scaling Laws 151 Physical AI & Robotics 101 High-dimensional Generative Models 56

All Publications

308 publications

# Breakthrough in Neural Scaling Law

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis

Woojung Han, Yeonkyung Lee, Chanyoung Kim, Kwanghyun Park, Seong Jae Hwang · CVPR · 2025

# Breakthrough in Neural Scaling Law

Your Large Vision-Language Model Only Needs A Few Attention Heads for Visual Grounding

Seil Kang, Jinyeong Kim, Junhyeok Kim, Seong Jae Hwang · CVPR · 2025

# Breakthrough in Neural Scaling Law

Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation

Chanyoung Kim, Dayun Ju, Woojung Han, Ming-Hsuan Yang, Seong Jae Hwang · CVPR · 2025

# Breakthrough in Neural Scaling Law

Interpreting vision transformers via residual replacement model

Jinyeong Kim, Junhyeok Kim, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang · NeurIPS · 2025

# Breakthrough in Neural Scaling Law

Rare Text Semantics Were Always There in Your Diffusion Transformer

Seil Kang, Woojung Han, Dayun Ju, Seong Jae Hwang · NeurIPS · 2025

# Breakthrough in Neural Scaling Law

Information-Theoretic Discrete Diffusion

Moongyu Jeon, Sangwoo Shin, Dongjae Jeon, Albert No · NeurIPS · 2025

# Breakthrough in Neural Scaling Law

SAFEPATH: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment

Wonje Jeung, Sangyeon Yoon, Minsuk Kahng, Albert No · NeurIPS · 2025

# Breakthrough in Neural Scaling Law

Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition

Yoonjun Cho, Soeun Kim, Dongjae Jeon, Kyelim Lee, Beomsoo Lee, Albert No · ACL · 2025

# Breakthrough in Neural Scaling Law

R-TOFU: Unlearning in Large Reasoning Models

Sangyeon Yoon, Wonje Jeung, Albert No · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Understanding and Mitigating Memorization in Generative Models via Sharpness of Probability Landscapes

Dongjae Jeon, Dueun Kim, Albert No · ICML · 2025