https://openreview.net/forum?id=Q-UHqMorzil&referrer=%5Bthe%20profile%20of%20Lingxiao%20Zhao%5D(%2Fprofile%3Fid%3D~Lingxiao_Zhao1)
We develop neural networks invariant to the symmetries of eigenvectors, which are theoretically expressive and empirically improve performance in geometric...
graph representation learningsignbasisinvariantnetworks
https://deepai.org/publication/expert-knowledge-aware-image-difference-graph-representation-learning-for-difference-aware-medical-visual-question-answering
07/22/23 - To contribute to automating the medical vision-language model, we propose a novel Chest-Xray Difference Visual Question Answering ...
graph representation learningexpert knowledgeawareimagedifference
https://www.amazon.science/publications/linknbed-multi-graph-representation-learning-with-entity-linkage
Knowledge graphs have emerged as an important model for studying complex multi-relational data. This has given rise to the construction of numerous large scale...
graph representation learningamazon sciencemultientitylinkage
https://www.broadinstitute.org/talks/primer-charting-landscape-3d-genome-organization-graph-representation-learning
The three-dimensional (3D) organization of chromosomes in eukaryotic cells is key to understanding cellular functions such as DNA replication and gene...
primerchartinglandscapegenomeorganization