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
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

Inductive Contextual Relation Learning for Personalization
2021
Dongjin Song, Nitesh Vijay Chawla, Chuxu Zhang, Haifeng Chen, Huaxiu Yao, Meng Jiang, Chao Huang, Lu Yu
Research Type: Journal Article

Mini-review: Recent advances in imaging-based rapid antibiotic susceptibility testing
2021
Dongjin Song, Yu Lei
Research Type: Journal Article

Dual stage attention based recurrent neural network for time series prediction
2021
Dongjin Song
Research Type: Patent and Intellectual Property

Sequence models for audio scene recognition
2021
Dongjin Song
Research Type: Patent and Intellectual Property

Time series retrieval for analyzing and correcting system status
2021
Dongjin Song
Research Type: Patent and Intellectual Property

Unsupervised anomaly detection, diagnosis, and correction in multivariate time series data
2021
Dongjin Song
Research Type: Patent and Intellectual Property

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

Machine learning crop yield models based on meteorological features and comparison with a process-based model
2022
Meijian Yang, Jinbo Bi, Guiling Wang, Koushan Mohammadi, Dongjin Song, Qinqing Liu
Research Type: Journal Article

CGAN-Cmap: protein contact map prediction using deep generative adversarial neural networks
2022
Horea T Ilies, Anna Tarakanova, Dongjin Song, Mohammad Mahdi Behzadi, Mohammad Madani
Research Type: Journal Article

Automatic Depression Screening Using Social Interaction Data on Smartphones
2022
Dongjin Song, Alexander Russell, Bing Wang, Jinbo Bi
Research Type: Journal Article

Improved inter-residue contact prediction via a hybrid generative model and dynamic loss function
2022
Anna Tarakanova, Mohammad Mahdi Behzadi, Dongjin Song, Mohammad Madani, Horea T Ilies
Research Type: Journal Article

TimeAutoAD: Autonomous Anomaly Detection With Self-Supervised Contrastive Loss for Multivariate Time Series
2022
Dacheng Tao, Kai Yang, Jiao Yang, Dongjin Song
Research Type: Journal Article

Multimodal Sensing and Therapeutic Systems for Wound Healingand Management: A Review
2022
Yi Zhang, Huijie Li, Mohamadmahdi Samandari, Shao-Hao Lu, Ali Tamayol, Caihong Li, Dongjin Song, Xueju Wang
Research Type: Journal Article

Graph-based sensor ranking
2022
Dongjin Song
Research Type: Patent and Intellectual Property

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

Ricci Curvature based Graph Sparsification for Continual Graph Representation Learning
2023
Dongjin Song, Dacheng Tao, Xikun Zhang
Research Type: Journal Article

Predicting Symptom Improvement During Depression Treatment Using Sleep Sensory Data
2023
Alexander Russell, Bing Wang, Dongjin Song, Jinbo Bi
Research Type: Journal Article

Hierarchical Prototype Networks for Continual Graph Representation Learning
2023
Xikun Zhang, Dongjin Song, Dacheng Tao
Research Type: Journal Article