bingxin niu
8 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (4) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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The Questioner
Conferences
NIPS (4)
AAAI (2)
CVPR (1)
IJCAI (1)
Top co-authors
Keywords
graph neural network
(6)
self-supervised learning
(3)
graph representation learning
(3)
message passing
(3)
unsupervised learning
(2)
graph contrastive learning
(2)
node classification
(2)
representation learning
(2)
network analysis
(1)
mutual information
(1)
spectral analysis
(1)
conjugate gradient
(1)
unsupervised representation learning
(1)
heterogeneous graph
(1)
node representation
(1)
graph augmentation
(1)
graph convolutional network
(1)
principal component
(1)
affinity matrix
(1)
heterophilic graph
(1)
Papers
Improving Graph Contrastive Learning via Adaptive Positive Sampling
CVPR 2024
Unified Graph Augmentations for Generalized Contrastive Learning on Graphs
NIPS 2024
Self-supervised Graph Neural Networks via Low-Rank Decomposition
NIPS 2023
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing
AAAI 2022
OPEN: Orthogonal Propagation with Ego-Network Modeling
NIPS 2022
Heterogeneous Graph Information Bottleneck
IJCAI 2021
Why Do Attributes Propagate in Graph Convolutional Neural Networks?
AAAI 2021
Diverse Message Passing for Attribute with Heterophily
NIPS 2021