Soft Computing Lab

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Yonsei University · Computer Science

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석사 및 박사 과정 학생을 모집한다.

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Professor

Prof. 조성배

Professor's page · publications

About

조성배 교수 연구실(Soft Computing Lab)은 연세대 컴퓨터과학과 소속으로, 하이브리드 딥러닝과 뉴로-심볼릭 결합 AI를 연구하며 뉴로-심볼릭 VQA, 외부 메모리 기반 딥러닝, GAN 기반 NLP, 사이버보안, 그래프 신경망 등을 다룬다. 조성배 교수는 2025년 기준 연구실 30주년을 맞았다.

Research keywords

하이브리드 딥러닝뉴로-심볼릭 결합 인공지능Trustworthy AI딥러닝 응용

Selected publications

Unsupervised Video Anomaly Detection by Memory Network with Autoencoders in Euclidean and Non-Euclidean SpacesPattern Recognition · 2025
Traffic prediction by graph transformer embedded with subgraphsExpert Systems with Applications · 2025
A Transformer Network Calibrated with Fuzzy Logic for Phishing URL DetectionFuzzy Sets and Systems · 2025
Continual Learning by Contrastive Learning of Regularized Classes in Multivariate Gaussian DistributionsInternational Journal of Neural Systems · 2025
Causally explainable artificial intelligence on deep learning model for energy demand predictionEngineering Applications of Artificial Intelligence · 2025
A 4D transformer with spatiotemporal attentions for universal diagnosis of brain disordersNeurocomputing · 2026

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