78 citations · 227 across the 9 of their papers we have counts for
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cs.LG2022
Saliency-Augmented Memory Completion for Continual Learning
Guangji Bai, Chen Ling, Yuyang Gao +1
Continual Learning is considered a key step toward next-generation Artificial Intelligence. Among various methods, replay-based approaches that maintain and replay a small episodic…
cs.LG2022★ 50 cited
Source Localization of Graph Diffusion via Variational Autoencoders for Graph Inverse Problems
Chen Ling, Junji Jiang, Junxiang Wang +1
Graph diffusion problems such as the propagation of rumors, computer viruses, or smart grid failures are ubiquitous and societal. Hence it is usually crucial to identify diffusion…
cs.LG2022★ 6 cited
Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks
Guangji Bai, Chen Ling, Liang Zhao
Temporal domain generalization is a promising yet extremely challenging area where the goal is to learn models under temporally changing data distributions and generalize to unseen…