High-performance Visual Computing Lab

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Korea University · Computer Science and Engineering

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This lab is recruiting graduate students

비주얼 컴퓨팅에 관심 있는 학부생·대학원생 및 포스닥 모집.

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Professor

Prof. 정원기

Professor's page · publications

About

정원기 교수 연구실(High-performance Visual Computing Lab, HVCL)은 고려대학교 컴퓨터학과 소속으로, 과학적 발견을 위한 새로운 비주얼 컴퓨팅 알고리즘과 시각화 시스템을 개발한다. 영상 처리, 시각화(visualization), 머신러닝, 컴퓨터 그래픽스를 핵심 주제로 다루며 여러 학문 분야의 대용량 데이터를 다루는 고성능 비주얼 컴퓨팅을 지향한다.

Research keywords

영상처리 및 가시화

Selected publications

Virtual Multiplex Staining for Histological Images Using a Marker-Wise Conditioned Diffusion ModelAAAI Conference on Artificial Intelligence (AAAI) · 2026
XROps: A Visual Workflow Management System for Dynamic Immersive AnalyticsIEEE Transactions on Visualization and Computer Graphics (TVCG) · 2025
Optimal Dimensionality Selection Using Hull Heatmaps for Single-Cell AnalysisComputer Graphics Forum · 2025
S2L-CM: Scribble-supervised nuclei segmentation in histopathology images using contrastive regularization and pixel-level multiple instance learningComputers in Biology and Medicine · 2025
PatHME: Hierarchical Multi-Expert Knowledge Distillation for Whole Slide Image AnalysisIEEE Access · 2025
DiffMix: Diffusion Model-Based Data Synthesis for Nuclei Segmentation and Classification in Imbalanced Pathology Image DatasetsMedical Image Computing and Computer Assisted Intervention (MICCAI) · 2023

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