Scholar
Dongjin Song
Google Scholar ID: BJdHw6AAAAAJ
Associate Professor, School of Computing, University of Connecticut
Artificial Intelligence
Machine Learning
Data Mining
Time Series
Graph Learning
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
7,829
H-index
29
i10-index
62
Publications
20
Co-authors
54
list available
Contact
Email
dongjin.song@uconn.edu
CV
Open ↗
GitHub
Open ↗
Publications
19 items
Uncertainty-Guided Latent Diagnostic Trajectory Learning for Sequential Clinical Diagnosis
2026
Cited
0
Empowering Power Outage Prediction with Spatially Aware Hybrid Graph Neural Networks and Contrastive Learning
2026
Cited
0
Early GVHD Prediction in Liver Transplantation via Multi-Modal Deep Learning on Imbalanced EHR Data
2025
Cited
0
Towards Interpretable and Trustworthy Time Series Reasoning: A BlueSky Vision
2025
Cited
0
SVTime: Small Time Series Forecasting Models Informed by "Physics" of Large Vision Model Forecasters
2025
Cited
0
Continual Learning to Generalize Forwarding Strategies for Diverse Mobile Wireless Networks
2025
Cited
0
Adaptive von Mises-Fisher Likelihood Loss for Supervised Deep Time Series Hashing
2025
Cited
0
FTSCommDetector: Discovering Behavioral Communities through Temporal Synchronization
2025
Cited
0
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Resume (English only)
Academic Achievements
Papers DARNN (IJCAI 2017), HetGNN (KDD 2019), and MSCRED (AAAI 2019) ranked as most influential by paperdigest.org
NSF CAREER Award (2024)
Frontiers of Science Award (FSA, 2024)
UConn AAUP Excellence Award for Research and Creativity – Earlier Career (2025)
UConn Research Excellence Program (REP) Award (2021)
NSF WISER Award for power outage prediction (2025)
Area Chair for NeurIPS 2025, Social Media Co-Chair for ICDM 2025, Associate Editor for Neural Networks journal
Organized AI4TS workshop and delivered two tutorials at AAAI 2025
Paper on continual learning for dynamic systems accepted to ICLR 2025
Co-authors
54 total
Haifeng Chen
NEC Laboratories America, Inc.
Wei Cheng
Senior Research Staff Member, NEC Laboratories America (Ph.D, UNC-Chapel Hill)
Jingchao Ni
University of Houston; Amazon Web Services; NEC Labs (Ph.D., Penn State)
Co-author 4
Wenchao Yu
University of California Los Angeles
David A. Meyer
University of California, San Diego
Chuxu Zhang
Associate Professor of CSE, University of Connecticut (UConn)
Yushan Jiang
University of Connecticut
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