Publication
International
SIGIR'24
Title : Turbo-CF: Matrix decomposition-free graph filtering for fast recommendation
Authors : J.D. Park, Y.M. Shin, and W.Y. Shin
SIGIR'24
Title : Collaborative filtering based on diffusion models: Unveiling the potential of high-order connectivity
Authors : Y. Hou, J.D. Park, and W.Y Shin
SIGKDD'23
Title : Criteria Tell you More than Ratings: Criteria Preference-Aware Light Graph Convolution for Effective Multi-Criteria Recommendation
Authors : J.D. Park, S. Li, X. Cao, and W.Y. Shin
[Promotional Video]
[Oral Presentation]
IEEE TPAMI
Title : On the Power of Gradual Network Alignment Using Dual-Perception Similarities
Authors : J.D. Park, C. Tran, W.Y. Shin, and X. Cao
CIKM'22
Title : GradAlign+: Empowering Gradual Network Alignment Using Attribute Augmentation
Authors : J.D. Park, C. Tran, W.Y. Shin, and X. Cao
AAAI'22
Title : Gradual Network Alignment via Graph Neural Network (Student Abstract and Poster Program)
Authors : J.D. Park, C. Tran, W.Y. Shin, and X. Cao
PLoSONE
Title : Explainable Gait Recognition with Prototyping Encoder-Decoder
Authors : J.C. Moon, Y.M. Shin, J.D. Park, N.H. Minaya, W.Y. Shin, and S.I. Choi
IEEE ACCESS
Title : Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data for Smart Manufacturing
Authors : K.J. Jeoung, J.D. Park, K. Hwang, S.L. Kim, and W.Y. Shin
arXiv
Title : Node Feature Augmentation Vitaminizes Network Alignment
Authors : J.D. Park, C. Tran, W.Y. Shin, and X. Cao
Publication
Domestic
(Republic of Korea)
List of papers
Title 1 : 그래프 신경망을 사용한 다 기준 추천 알고리즘 Title 2 : 점진적 네트워크 정렬 Title 3 : Empowering Gradual Network Alignment Using Attribute Augmentation Title 4 : Gradual Network Alignment with Edge Augmentation Title 5 : 스마트 공정에 필요한 이상 탐지 방법에 대한 포괄적 실험 연구 Title 6 : 심층 발걸음 인식 모델에 대한 설명 가능한 인공지능 Title 7 : 제조업에서의 심층 이상 탐지 Title 8 : 확장 그래프에서의 그래프 신경망을 활용한 다 기준 추천시스템 Title 9 : Sophisticated Graph Filter Design for Accurate Recommendation Title 9 : 물리인지 그래프 학습 기반 인공지능을 통한 실시간 유방암 위치 예측 Title 9 : 물리인지 그래프 네트워크를 활용한 실시간 유방암 위치 모니터링
전자공학회지 특집호
특집호: 기계학습을 활용한 네트워크 정렬 기술 최근 동향