Dongjin Song
University of Connecticut(US)
Publications by Year
Research Areas
Time Series Analysis and Forecasting, Advanced Graph Neural Networks, Domain Adaptation and Few-Shot Learning, Anomaly Detection Techniques and Applications, Complex Network Analysis Techniques
Most-Cited Works
- → Heterogeneous Graph Neural Network(2019)1,442 cited
- → A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction(2017)1,337 cited
- → A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data(2019)754 cited
- → Biologically Inspired Feature Manifold for Scene Classification(2009)212 cited
- → Learning Deep Network Representations with Adversarially Regularized Autoencoders(2018)189 cited
- → Self-Supervised Learning for Time Series Analysis: Taxonomy, Progress, and Prospects(2024)184 cited
- → Foundation Models for Time Series Analysis: A Tutorial and Survey(2024)144 cited
- → Multimodal sensing and therapeutic systems for wound healing and management: A review(2022)113 cited
- Robust Graph Representation Learning via Neural Sparsification(2020)