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
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

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

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

Self-supervised learning for Time Series Representation
James Zhang, Kexin Zhang, Rongyao Cai, Yuxuan Liang, Yong Liu, Chaoli Zhang, Dongjin Song, Ming Jin, Guansong Pan, Shirui Pan, Qingsong Wen
Research Type: Journal Article

ProvAudit: Enhance High-Level Privacy Inference Through System Provenance Data
Dongjin Song
Research Type: Journal Article

Towards Safe Autonomy in Hybrid Traffic: Detecting Unpredictable Abnormal Behaviors of Human Drivers via Information Sharing
Jiangwei Wang, Fei Miao
Research Type: Journal Article

Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis
Jiao Yang, Kai Yang, Dongjin Song
Research Type: Journal Article