Yu Guang Wang
7 papers · 2020–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (12) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(11)
🌈
Renaissance Researcher
(5)
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The Questioner
Conferences
ICML (3)
CVPR (1)
ICLR (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
graph pooling
(2)
graph neural network
(2)
graph classification
(2)
wavelet transform
(1)
wavelet analysis
(1)
multiresolution analysis
(1)
approximation theory
(1)
shallow neural network
(1)
weight matrix
(1)
graph convolution
(1)
random neural network
(1)
geometric transformation
(1)
graph fourier transform
(1)
haar wavelet
(1)
motion prediction
(1)
universal approximator
(1)
pooling operation
(1)
compressive haar transform
(1)
random weight
(1)
multi-agent system
(1)
Papers
How Universal Polynomial Bases Enhance Spectral Graph Neural Networks: Heterophily, Over-smoothing, and Over-squashing
ICML 2024
ACMP: Allen-Cahn Message Passing with Attractive and Repulsive Forces for Graph Neural Networks
ICLR 2023
EqMotion: Equivariant Multi-Agent Motion Prediction With Invariant Interaction Reasoning
CVPR 2023
How Powerful are Shallow Neural Networks with Bandlimited Random Weights?
ICML 2023
Decimated Framelet System on Graphs and Fast G-Framelet Transforms
JMLR 2022
Haar Graph Pooling
ICML 2020
Path Integral Based Convolution and Pooling for Graph Neural Networks
NIPS 2020