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
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

HiT-MDP: Learning the SMDP option framework on MDPs with Hidden Temporal Variables
2024
Dacheng Tao, Chang Li, Dongjin Song
Research Type: Conference Proceedings

Hierarchical Prototype Networks for Continual Graph Representation Learning
2023
Xikun Zhang, Dongjin Song, Dacheng Tao
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

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

Interpretable Skill Learning for Dynamic Treatment Regimes through Imitation
2024
Wenchao Yu, Dongjin Song, Wei Cheng, Yushan Jiang, Haifeng Chen
Research Type: Conference Proceedings

Interpreting Convolutional Sequence Model by Learning Local and Resolution Controllable Prototypes
2024
Wei Cheng, Haifeng Chen, Bo Zong, Zhengzhang Chen, Xuchao Zhang, Dongjin Song, Yanchi Liu, Jingchao Ni
Research Type: Conference Proceedings

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

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

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

Multi-task Modular Recurrent Networks
2024
Jingchao Ni, Xin Dong, Haifeng Chen, Wenchao Yu, Wei Cheng, Dongkuan Xu, Bo Zong, Xiang Zhang, Dongjin Song, Xuchao Zhang
Research Type: Conference Proceedings

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

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

Privacy-Preserving and Uncertainty-Aware Federated Trajectory Prediction for Connected Autonomous Vehicles
2024
Muzi Peng, Jiangwei Wang, Lili Su, Dongjin Song, Fei Miao
Research Type: Conference Proceedings

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

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

S2IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting
Anderson Schneider, Zijie Pan, Sahil Garg, Dongjin Song, Yuriy Nevmyvaka, Yushan Jiang
Research Type: Conference Proceedings

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

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