Yanming Shen
8 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (19)
π
Cross-Pollinator
(13)
π₯
Unstoppable
(5)
β
The Questioner
Conferences
ICML (4)
AAAI (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(5)
representation learning
(3)
link prediction
(2)
knowledge graph embedding
(2)
data augmentation
(1)
token alignment
(1)
knowledge representation
(1)
confidence calibration
(1)
model architecture
(1)
graph representation
(1)
spectral analysis
(1)
deep architecture
(1)
molecular graph
(1)
uncertainty estimation
(1)
trajectory datum
(1)
molecular representation
(1)
graph fourier transform
(1)
knowledge graph completion
(1)
point-of-interest recommendation
(1)
poi recommendation
(1)
Papers
Bridging Molecular Graphs and Large Language Models
AAAI 2025
TAU: Trajectory Data Augmentation with Uncertainty for Next POI Recommendation
AAAI 2024
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization
ICML 2024
Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering
ICML 2023
To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion
ACL 2023
HousE: Knowledge Graph Embedding with Householder Parameterization
ICML 2022
A New Perspective on the Effects of Spectrum in Graph Neural Networks
ICML 2022
Do Transformers Really Perform Badly for Graph Representation?
NIPS 2021