78 citations · 265 across the 23 of their papers we have counts for
Showing 2022Show all
3 papers · 1 filter
cs.AI2022
DeepGAR: Deep Graph Learning for Analogical Reasoning
Chen Ling, Tanmoy Chowdhury, Junji Jiang +4
Analogical reasoning is the process of discovering and mapping correspondences from a target subject to a base subject. As the most well-known computational method of analogical re…
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.SI2022
An Invertible Graph Diffusion Neural Network for Source Localization
Junxiang Wang, Junji Jiang, Liang Zhao
Localizing the source of graph diffusion phenomena, such as misinformation propagation, is an important yet extremely challenging task. Existing source localization models typicall…