Country of the labs · world rank 8
AI research: South Korea
Located papers
2,859
This month
0
Subjects covered
343
This page only covers the 2,859 papers with at least one laboratory traced to this country, between 27 October 2025 and 18 August 2026. It is not the entire output of the country.
This is the country of the laboratory, never the nationality of individuals. A paper co-signed from several countries counts in each of them. Coverage is partial and the gap is not random: a researcher whose institution is unknown usually publishes little, which over-represents established labs.
Volumes by domain
What this country works on: South Korea
Themes and topics are not invented here: every paper is mapped onto the OpenAlex classification, the open catalogue that indexes the world's scientific research (domain › field › theme › topic hierarchy). Click a theme to break it down into its main topics.
Rising phrases - last 30 days
Emerging signals
Phrases appearing markedly more often than usual in this country's papers. Because a national corpus is far smaller than the global one, the selection threshold is proportional to its volume: percentages are jumpier, and a term can rise on a handful of papers.
No signal computed yet - the burst detection workflow has not run.
Most active subjects - 12 months
Trajectories
Topics taken from the OpenAlex scientific classification.
Multimodal Machine Learning Applications
Vision
Generative Adversarial Networks and Image Synthesis
Vision
Large Language Models
AI
Advanced Neural Network Applications
Vision
Adversarial Robustness in Machine Learning
AI
Domain Adaptation and Few-Shot Learning
AI
Reinforcement Learning in Robotics
AI
3D Shape Modeling and Analysis
Computational Mechanics
2D projections of the embeddings
Semantic map
The 60 papers from this country present in the sample of 2,000 projected papers. Two papers close on the map have close content: the clusters show which research families this country actually occupies.
20 most recent papers
Latest ingests
| Paper | Abstract | Theme | Topic |
|---|---|---|---|
| SAUL: Sharpness-Aware Augmented-Lagrangian Unlearning 18 August 2026 | Machine unlearning in Large Language Models (LLMs) faces a critical trade-off between erasing target knowledge and preserving general utility. We propose SAUL (Sharpness-Aware… | AI | Large Language Models |
| GOD: Enhancing Generalization via Deep Grafting for Sequential Recommendation 18 August 2026 | Sequential recommenders often struggle with sparse and noisy histories, limiting generalization to unseen interactions. Knowledge distillation mitigates this by transferring dense… | Info systems | Recommender Systems and Techniques |
| Machine Learning Approaches to Decoding Topological Quantum Codes 18 August 2026 | Decoding is an essential component of quantum error correction (QEC), translating stabilizer measurement outcomes into corrective actions that suppress logical errors and preserve… | AI | Quantum Computing Algorithms and Architecture |
| GraniKV: Asymmetric Granularity KV-Cache Paging for Multi-Agent Systems with Long Shared Prefix 18 August 2026 | Production paged-serving engines apply uniform paging granularity to the KV cache, even though the two regions of a multi-agent workload have opposite storage requirements: a long… | Hardware and Architecture | Parallel Computing and Optimization Techniques |
| SchurQuant: Groupwise Discrete Optimization for Layer-Wise LLM Quantization 18 August 2026 | Weight-only post-training quantization (PTQ) enables the deployment of large language models under tight memory budgets, but accuracy often collapses at 2-3 bits. Existing… | Vision | Advanced Data Compression Techniques |
| Global Federated Learning Strategies for Building Efficient Personalized Models 18 August 2026 | Federated learning (FL) is a practical framework that can train models on distributed user data while guaranteeing data privacy; however, due to heterogeneity in which each user… | AI | Privacy-Preserving Technologies in Data |
| NPU Offloading of a Frozen Visual Encoder for Robot Policy Training 18 August 2026 | When a robot policy is trained for a new task or dataset, its visual encoder can be frozen and only its action generation module trained, reducing training cost. Freezing removes… | Vision | Advanced Neural Network Applications |
| Domain-Agnostic Neural Topic Modeling with Contextual Token-Level Semantic Graph Representation 18 August 2026 | Recent advances in neural topic models with pre-trained language models (PLMs) have achieved strong performance by leveraging general-domain pre-training, yet their topic… | AI | Large Language Models |
| AnyTalk: Speech Animation for Arbitrary Characters Leveraging a Video Generation Model 18 August 2026 | We present AnyTalk, a novel method for generating 3D speech animations for arbitrary characters without requiring any animation data. While existing audio-driven 3D speech… | Vision | Face recognition and analysis |
| Depth-guided Multi-view Exposure Bracketing for HDR Robot Vision 18 August 2026 | Achieving reliable single-shot high dynamic range (HDR) imaging under extreme illumination conditions remains a long-standing challenge, yet no comprehensive benchmark exist for… | Vision | Image Enhancement Techniques |
| Routing Divergence Is Not Evidence of Behavioral Influence in Same-Weight MoE Self-Distillation 18 August 2026 | Two Mixture-of-Experts (MoE) forward passes can share every weight yet route the same token through different experts. This creates a possible blind spot in same-weight… | Neuroscience | Neural dynamics and brain function |
| What You Ask is What You Ground: Bridging Question Intent to Temporal Evidence for Grounded VideoQA 18 August 2026 | We study a critical yet overlooked failure mode in Grounded Video Question Answering: question-invariant grounding, where models predict nearly identical temporal segments for… | Vision | Multimodal Machine Learning Applications |
| PersonaDrive: Controllable Trajectory Prediction with Multi-Dimensional Driving Personas 18 August 2026 | Although recent trajectory prediction and end-to-end autonomous driving methods improve robustness in urban environments, they still lack meaningful controllability. Existing… | Automotive Engineering | Autonomous Vehicle Technology and Safety |
| Registration-Free Hyperspectral Reconstruction from RGB via a Permutation-Invariant Gram-Matrix Principle 18 August 2026 | Reconstructing a spatially and spectrally high-resolution hyperspectral image (HR-HSI) from a low-resolution HSI (LR-HSI) and a high-resolution RGB image (HR-RGB) usually assumes… | Media Technology | Remote-Sensing Image Classification |
| CRAFT: Constrained Reward via Attention Fine-Tuning for Subject Personalization without Composed Targets 17 August 2026 | Subject-driven image personalization---generating new images that preserve the identity of one or several reference subjects in novel scenes---is a foundational capability for… | Vision | Generative Adversarial Networks and Image Synthesis |
| Test-Time Instance Selection for Improved Whole Slide Image Analysis 17 August 2026 | Whole Slide Image (WSI) analysis has been widely studied for cancer diagnosis. Conventionally, a gigapixel WSI is divided into small patches and processed by Multiple Instance… | AI | AI in cancer detection |
| Source-Agnostic Image Translation Based on Latent Aware Adaptive Masking 17 August 2026 | In this work, we propose a source-agnostic framework that dynamically refines a binary mask throughout the reverse diffusion process by computing the discrepancies of a pretrained… | Vision | Generative Adversarial Networks and Image Synthesis |
| Scaling Creative Writing Beyond Story-Centric Data with Attribute-Guided Genre Expansion 17 August 2026 | High-quality creative writing data for large language models (LLMs) remains dominated by story-centric data, limiting models' ability to follow the structural and functional… | AI | Artificial Intelligence in Games |
| An Interactive, Automated 4D-STEM data acquisition and analysis routine for Scanning Electron Nanobeam Diffraction and Ptychography experiments 17 August 2026 | Modern transmission electron microscopes are versatile instruments which have become indispensable tools for understanding structure and chemical composition at the nano- and… | Structural Biology | Advanced Electron Microscopy Techniques and Applications |
| SNM-VFI: Symmetric Nonlinear Motion-Guided Generative Video Frame Interpolation 14 August 2026 | We propose Symmetric Nonlinear Motion-guided Generative Video Frame Interpolation (SNM-VFI), a training-free framework for motion-controllable generative video frame interpolation… | Vision | Generative Adversarial Networks and Image Synthesis |
Lab countries - last 90 days
Other countries
The world ranking as it appears on the dashboard. Click another country to open its page.
- United States38% · 26,375 papers
- China33% · 22,828 papers
- United Kingdom7.5% · 5,251 papers
- Germany7.2% · 4,984 papers
- India4.6% · 3,181 papers
- Canada4.5% · 3,159 papers
- France4.1% · 2,865 papers
- South Korea4.1% · 2,859 papers
- Hong Kong SAR China3.2% · 2,247 papers
- Japan3.2% · 2,234 papers
- Australia3.1% · 2,160 papers
- Italy2.9% · 1,987 papers
- Singapore2.8% · 1,952 papers
- Switzerland2.3% · 1,611 papers
Click a country to see only its research
Across 69,649 papers with at least one lab located, i.e. 76% of the 91,354 papers fully processed between 27 October 2025 and 21 August 2026. 167 countries represented.
This is the country of the laboratory, never the nationality of individuals. A paper signed from several countries counts for each of them, so the shares add up to more than 100%. Coverage is partial and the gap is not random: a researcher whose institution is unknown usually publishes little, which over-represents established labs.
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