Vincent CS Lee
4 papers · 2019–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (18) π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (15) π§ Keyword Pioneer
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Hot Topic Early Bird
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Conference Pioneer
Conferences
AAAI (2)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
graph representation learning
(2)
contrastive learning
(2)
graph neural network
(2)
similarity learning
(1)
self-supervised learning
(1)
data augmentation
(1)
nearest neighbor
(1)
adversarial attack
(1)
node classification
(1)
world model
(1)
embodied agent
(1)
scene generation
(1)
density-based clustering
(1)
node representation
(1)
graph contrastive learning
(1)
heterophilic graph
(1)
homophily assumption
(1)
group discrimination
(1)
unsupervised graph representation learning
(1)
graph heterophily
(1)
Papers
Beyond Smoothing: Unsupervised Graph Representation Learning with Edge Heterophily Discriminating
AAAI 2023
Vision Language Navigation with Knowledge-driven Environmental Dreamer
IJCAI 2023
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination
NIPS 2022
Nearest-Neighbour-Induced Isolation Similarity and Its Impact on Density-Based Clustering
AAAI 2019