Articles by Soyoung Ahn

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Soyoung Ahn

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A Multi-Omics Framework for Survival Mediation Analysis of High-Dimensional Proteogenomic Data

11 March 2025 by Seungjun Ahn and others

Methodology, Quantitative Methods

SCBench: A KV Cache-Centric Analysis of Long-Context Methods

11 March 2025 by Yucheng Li and others

Computation and Language, Machine Learning

AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM

6 March 2025 by Sunghyun Ahn and others

Computer Vision and Pattern Recognition

Generative Flows on Synthetic Pathway for Drug Design

6 March 2025 by Seonghwan Seo and others

Biomolecules, Machine Learning

Stacking-dependent topological electronic structures in honeycomb-kagome heterolayers

20 February 2025 by Chan Bin Bark and others

Materials Science, Mesoscale and Nanoscale Physics

Can LLMs Generate Diverse Molecules? Towards Alignment with Structural Diversity

17 February 2025 by Hyosoon Jang and others

Machine Learning, Quantitative Methods

Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems

12 February 2025 by Minhye Jeon and others

Information Retrieval, Artificial Intelligence

UKTA: Unified Korean Text Analyzer

11 February 2025 by Seokho Ahn and others

Computation and Language, Artificial Intelligence

Object Detection with Deep Learning for Rare Event Search in the GADGET II TPC

28 January 2025 by Tyler Wheeler and others

Instrumentation and Detectors, Nuclear Experiment

Decoupled Sequence and Structure Generation for Realistic Antibody Design

17 January 2025 by Nayoung Kim and others

Quantitative Methods, Machine Learning

CaPa: Carve-n-Paint Synthesis for Efficient 4K Textured Mesh Generation

16 January 2025 by Hwan Heo and others

Computer Vision and Pattern Recognition, Graphics

RecKG: Knowledge Graph for Recommender Systems

7 January 2025 by Junhyuk Kwon and others

Information Retrieval, Artificial Intelligence

Limitations of Online Play Content for Parents of Infants and Toddlers

5 January 2025 by Keunwoo Park and others

Human-Computer Interaction

Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series

28 December 2024 by Seokho Ahn and others

Machine Learning, Artificial Intelligence

Single-qubit quantum gate at an arbitrary speed

27 December 2024 by Seongjin Ahn and others

Quantum Physics

Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing

26 December 2024 by Inpyo Hong and others

Computer Vision and Pattern Recognition, Machine Learning

Traffic Wave Properties for Automated Vehicles During Traffic Oscillations via Analytical Approximations

25 November 2024 by Yang Zhou and others

Systems and Control

Chemoproteomic identification of a phosphohistidine acceptor: Insights into posttranslational regulation of glycolysis

20 November 2024 by Solbee Choi and others at

Ulsan National Institute of Science and Technology

Biological and Medicinal Chemistry, Organic Chemistry

Chemoproteomic identification of a phosphohistidine acceptor: Insights into posttranslational regulation of glycolysis

11 November 2024 by Solbee Choi and others

Biological and Medicinal Chemistry, Organic Chemistry

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention

30 October 2024 by Huiqiang Jiang and others at

Microsoft Research

Computation and Language, Machine Learning

Volumetric Conditioning Module to Control Pretrained Diffusion Models for 3D Medical Images

29 October 2024 by Suhyun Ahn and others

Computer Vision and Pattern Recognition

A Host-SSD Collaborative Write Accelerator for LSM-Tree-Based Key-Value Stores

29 October 2024 by Kihwan Kim and others

Hardware Architecture

Pessimistic Backward Policy for GFlowNets

29 October 2024 by Hyosoon Jang and others

Machine Learning

Chain-of-Thoughts for Molecular Understanding

8 October 2024 by Yunhui Jang and others

Machine Learning, Artificial Intelligence

MOFFlow: Flow Matching for Structure Prediction of Metal-Organic Frameworks

7 October 2024 by Nayoung Kim and others

Biomolecules, Materials Science

REBIND: Enhancing ground-state molecular conformation via force-based graph rewiring

4 October 2024 by Taewon Kim and others

Chemical Physics, Artificial Intelligence

Adaptive teachers for amortized samplers

2 October 2024 by Minsu Kim and others

Machine Learning

VideoPatchCore: An Effective Method to Memorize Normality for Video Anomaly Detection

30 September 2024 by Sunghyun Ahn and others at

Yonsei University

Computer Vision and Pattern Recognition

Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data

30 September 2024 by Seyoung Ahn and others

Distributed, Parallel, and Cluster Computing, Machine Learning

Non-backtracking Graph Neural Networks

25 September 2024 by Seonghyun Park and others at

Korea Advanced Institute of Science & Technology

Machine Learning

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