Yuxiao Huang
9 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6)
π
Cross-Pollinator
(13)
π§¬
Topic Evolution
β
The Questioner
π₯
Unstoppable
(7)
Conferences
AAAI (4)
IJCAI (4)
ICML (1)
Top co-authors
Keywords
graph neural network
(6)
self-supervised learning
(3)
graph contrastive learning
(3)
graph representation learning
(3)
representation learning
(2)
community detection
(2)
mutual information
(2)
time series forecasting
(1)
generative model
(1)
markov random field
(1)
topic model
(1)
node classification
(1)
generative adversarial network
(1)
neighbor aggregation
(1)
graph convolution
(1)
spatial-temporal modeling
(1)
factor graph
(1)
graph convolutional network
(1)
network embedding
(1)
discriminative representation
(1)
Papers
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling
AAAI 2025
LG-GNN: Local-Global Adaptive Graph Neural Network for Modeling Both Homophily and Heterophily
IJCAI 2024
A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning
AAAI 2024
Contrastive Learning Meets Homophily: Two Birds with One Stone
ICML 2023
Trafformer: Unify Time and Space in Traffic Prediction
AAAI 2023
Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily
AAAI 2022
Self-Guided Community Detection on Networks with Missing Edges
IJCAI 2021
Adversarial Mutual Information Learning for Network Embedding
IJCAI 2020
An End-to-End Community Detection Model: Integrating LDA into Markov Random Field via Factor Graph
IJCAI 2019