Yongyi Yang
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π Cross-Pollinator (15)
β
The Questioner
Conferences
NIPS (3)
ICLR (2)
ICML (2)
JMLR (1)
Top co-authors
Keywords
node classification
(3)
representation learning
(2)
energy function
(2)
graph neural network
(2)
self-attention mechanism
(1)
feature extraction
(1)
unsupervised clustering
(1)
attention mechanism
(1)
energy minimization
(1)
neural network optimization
(1)
loss landscape
(1)
model interpretability
(1)
message passing
(1)
neural representation
(1)
bilevel optimization
(1)
proximal gradient descent
(1)
deep equilibrium model
(1)
neural collapse
(1)
linear mode connectivity
(1)
heterogeneous graph neural network
(1)
Papers
Implicit vs Unfolded Graph Neural Networks
JMLR 2025
ICLR: In-Context Learning of Representations
ICLR 2025
Swing-by Dynamics in Concept Learning and Compositional Generalization
ICLR 2025
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations
ICML 2023
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity
NIPS 2023
Transformers from an Optimization Perspective
NIPS 2022
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks
NIPS 2022
Graph Neural Networks Inspired by Classical Iterative Algorithms
ICML 2021