Lingshen He
6 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (12) πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
Conferences
ICML (2)
NIPS (2)
CVPR (1)
ICLR (1)
Top co-authors
Keywords
convolutional neural network
(2)
equivariant neural network
(2)
manifold learning
(1)
computer vision
(1)
attention mechanism
(1)
transformation groups
(1)
geometric deep learning
(1)
group theory
(1)
efficient computing
(1)
convolutional network
(1)
partial differential equation
(1)
numerical stability
(1)
parameter efficiency
(1)
ordinary differential equation
(1)
residual network
(1)
group equivariance
(1)
skip connection
(1)
rotation invariance
(1)
differential invariant
(1)
affine transformation
(1)
Papers
Affine Equivariant Networks Based on Differential Invariants
CVPR 2024
Neural ePDOs: Spatially Adaptive Equivariant Partial Differential Operator Based Networks
ICLR 2023
Efficient Equivariant Network
NIPS 2021
Gauge Equivariant Transformer
NIPS 2021
Implicit Euler Skip Connections: Enhancing Adversarial Robustness via Numerical Stability
ICML 2020
PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions
ICML 2020