Jian Bi
3 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(2)
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Interdisciplinary Bridge
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Cross-Pollinator
(15)
Conferences
AAAI (2)
ICML (1)
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Keywords
point cloud
(2)
contrastive learning
(1)
manifold regularization
(1)
data augmentation
(1)
manifold structure
(1)
hyperbolic geometry
(1)
shape classification
(1)
topology preservation
(1)
3d classification
(1)
3d deep learning
(1)
diffeomorphic deformation
(1)
representation learning
(1)
hyperbolic manifold
(1)
Papers
Shaping Without Tearing: Controllable Diffeomorphic Deformations for Topology-Preserving 3D Point Cloud Augmentation
AAAI 2026
Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis
AAAI 2025
Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation
ICML 2025