Dongjin Song
Assistant Professor/Computing

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Scholarly Contributions

49 Scholarly Contributions

22
Conference Proceedings
15
Journal Articles
7
Poster/Presentations
5
Patent and Intellectual Propertys
Towards Knowledge Informed Time Series Forecasting
2024
Dongjin Song
Research Type: Poster/Presentation

Continual Learning on Graphs, Challenges, Methods, and Opptunities
2024
Xikun Zhang, Dacheng Tao, Dongjin Song
Research Type: Poster/Presentation

Continual Graph Learning
2023
Yushan Jiang, Dacheng Tao, Xikun Zhang, Dongjin Song, Zijie Pan
Research Type: Poster/Presentation

Harnessing Deep Neural Networks for Multivariate Time Series Analysis
2022
Dongjin Song
Research Type: Poster/Presentation

Deep Multi-Instance Contrastive Learning with Dual Attention for Anomaly Precursor Detection
2021
Bo Zong, Dongkuan Xu, Jingchao Ni, Dongsheng Luo, Haifeng Chen, Dongjin Song, Masanao Natsumeda, Xiang Zhang, Wei Cheng
Research Type: Poster/Presentation

Multi-Task Recurrent Modular Networks
2021
Xiang Zhang, Haifeng Zhang, Dongkuan Xu, Dongjin Song, Wei Cheng, Jingchao Ni, Xuchao Zhang, Wenchao Yu, Xin Dong
Research Type: Poster/Presentation

Dynamic Gaussian Mixture Based Deep Generative Model for Robust Forecasting on Sparse Multivariate Time Series
2020
Dongjin Song, Wei Cheng, Yinjun Wu, Susan Davidson, Yanchi Liu, Jingchao Ni, Zhengzhang Chen, Xuchao Zhang, Haifeng Chen, Bo Zong
Research Type: Poster/Presentation