Lab directory
Machine Learning Lab
Machine Learning Lab
Sogang University · Computer Science and Engineering
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Professor
Prof. 양지훈
Professor's page · publicationsAbout
양지훈 교수 연구실(기계학습 연구실)은 서강대 컴퓨터공학과 소속으로, 데이터마이닝과 기계학습을 연구한다. 통계·정보이론 등에 기반한 학습의 기본 원리와 딥러닝·강화학습 알고리즘을 연구하며, 패턴인식·생물정보학·추천시스템·소셜 네트워크 등에 적용하는 데이터 마이닝과 빅데이터 분석을 수행한다.
Research keywords
데이터마이닝기계학습
Selected publications
- Early Detection of Online Grooming with Language ModelsACM Symposium on Applied Computing (SAC) · 2025
- Multimodal Contrastive Learning for Dialogue Embeddings with Global and Local ViewsPacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) · 2025
- Exploring The Efficient Market Hypothesis for Accurate Stock Movement Prediction via Feature-Axis TransformerACM Symposium on Applied Computing (SAC) · 2024
- Multi-time Window Ensemble and Maximization of Expected Return for Stock Movement PredictionECML PKDD · 2024
- N-Gram in Swin Transformers for Efficient Lightweight Image Super-ResolutionIEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2023
- Method for Identifying Cancer-Related Genes Using Gene Similarity-Based Collaborative FilteringJournal of Computational Biology · 2019
Other labs in this department
- Intelligent Spoken Dialogue Systems Lab
구명완
지능형 음성대화 인터페이스 및 시스템
- Financial Machine Learning Lab
Saejoon Kim
기계학습, 금융경제학
- Network Lab
김승욱
게임이론기반 네트워크 운영
- Data-Centric Computing and AI Systems Laboratory
김영재
병렬처리, AI 시스템, 운영체제
- Auditory Intelligence Lab
Jihwan Kim
청각지능, 음성인식, 오디오 컨텐트 검색
- Machine Learning Systems Lab
문의현
머신러닝 및 고성능 컴퓨팅