Latest posts tagged with #subgraph on Bluesky
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach
Eshed Gal, Moshe Eliasof, Carola-Bibiane Schönlieb et al.
Action editor: Vladimir Braverman
https://openreview.net/forum?id=2eZ8xkL2ZB
#subgraph #subgraphs #graph
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Func...
Quentin Hillebrand, Vorapong Suppakitpaisarn, Tetsuo Shibuya
Action editor: Kamalika Chaudhuri
https://openreview.net/forum?id=N1J236mepp
#hashing #privacy #subgraph
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functio...
New #TMLR-Paper-with-Video:
Communication Cost Reduction for Subgraph Counting under Local Differential Privacy via Hash Functio...
Quentin Hillebrand, Vorapong Suppakitpaisarn, Tetsuo Shibuya
https://tmlr.infinite-conf.org/paper_pages/N1J236mepp
#hashing #privacy #subgraph
Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and ...
Zhouyang LIU, Ning Liu, Yixin Chen, Ziqing Wen, Jiezhong He, Dongsheng Li
Action editor: Di He
https://openreview.net/forum?id=fHf4jbIfex
#subgraph #similarity #graphs
Global Graph Counterfactual Explanation: A Subgraph Mapping Approach
Yinhan He, Wendy Zheng, Yaochen Zhu et al.
Action editor: Makoto Yamada
https://openreview.net/forum?id=KQzJYI6eo0
#subgraph #subgraphs #graphs
Fairness-Aware Dense Subgraph Discovery
Emmanouil Kariotakis, Nicholas D Sidiropoulos, Aritra Konar
Action editor: Hongfu Liu
https://openreview.net/forum?id=7rqV7Cb67L
#fairness #subgraph #subgraphs
New #Survey Certification:
Graph Theory-Based Deep Graph Similarity Learning: A Unified Survey of Pipeline, Techniques, and ...
Zhouyang LIU, Ning Liu, Yixin Chen, Ziqing Wen, Jiezhong He, Dongsheng Li
https://openreview.net/forum?id=fHf4jbIfex
#subgraph #similarity #graphs
A Fused Gromov-Wasserstein Approach to Subgraph Contrastive Learning
Amadou Siaka SANGARE, Nicolas Dunou, Jhony H. Giraldo, Fragkiskos D. Malliaros
Action editor: Moshe Eliasof
https://openreview.net/forum?id=J7cY9Jr9WM
#subgraph #graphs #wasserstein
Generative Risk Minimization for Out-of-Distribution Generalization on Graphs
Song Wang, Zhen Tan, Yaochen Zhu, Chuxu Zhang, Jundong Li
Action editor: Ran He
https://openreview.net/forum?id=EcMVskXo1n
#subgraph #subgraphs #graphs
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation
Pengyun Wang, Yadi Cao, Chris Russell et al.
Action editor: Kui Jia
https://openreview.net/forum?id=P5y82LKGbY
#subgraph #graphs #subnetworks
Graph-level Representation Learning with Joint-Embedding Predictive Architectures
Geri Skenderi, Hang Li, Jiliang Tang, Marco Cristani
Action editor: Serguei Barannikov
https://openreview.net/forum?id=v47f4DwYZb
#embedding #subgraph #subgraphs
Cooperative Minibatching in Graph Neural Networks
Muhammed Fatih Balin, Dominique LaSalle, Umit Catalyurek
Action editor: Moshe Eliasof
https://openreview.net/forum?id=f6yMdmrD2g
#minibatching #bottleneck #subgraph
A preprint is now available for Graph Ensemble Neural Networks (GENN), a novel #MachineLearning architecture I developed during my PhD! GENN finds an optimal #subgraph of #multimodal data associations (e.g. gene-metabolite) to predict outcomes (e.g. drug response).
www.biorxiv.org/content/10.1...
Score-based Explainability for Graph Representations
Ehsan Hajiramezanali, Sepideh Maleki, Max W Shen et al.
Action editor: Li Fuxin
https://openreview.net/forum?id=K6DKrrpYpJ
#subgraph #subgraphs #graph
#Subgraph OS Wants to Make Using a Secure Operating System Less of a Headache | Motherboard#journalist #NGO
motherboard.vice.com/read/subgraph-…
