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Dongjin Song — most-cited papers & profile · Graph Learning
← authors
·
overview
Dongjin Song
15
papers ·
151
citations ·
26
h-index
University of Connecticut
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
DRIFT: A Benchmark for Task-Free Continual Graph Learning with Continuous Distribution Shifts
2026
Empowering Power Outage Prediction with Spatially Aware Hybrid Graph Neural Networks and Contrastive Learning
2026
Hierarchical Prototype Networks for Continual Graph Representation Learning
2021
Topology-aware Embedding Memory for Continual Learning on Expanding Networks
2024
Continual Learning on Graphs: Challenges, Solutions, and Opportunities
2024
Online GNN Evaluation Under Test-time Graph Distribution Shifts
2024
Top co-authors
Xikun Zhang
· 4
Dacheng Tao
· 3
Bo Du
· 1
Christopher Colorio
· 1
Diego Cerrai
· 1
Emmanouil N. Anagnostou
· 1
Guiquan Sun
· 1
Jingchao Ni
· 1
Qingsong Wen
· 1
Shirui Pan
· 1
Xinxuan Zhang
· 1
Xin Zheng
· 1
Topics
cs.LG
cs.AI