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Jian Bi

3 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (2) ICML (1)

Top co-authors

Lei Luo (3) Jian Yang (3) Jianjun Qian (3) Qianliang Wu (3) Shuo Chen (1) Xiang Li (1)

Research topics

Computer Vision (2) Deep Learning (2) Machine Learning (2) Analysis (2) Application Areas (1) Architectures (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

point cloud (3) shape classification (2) manifold regularization (1) data augmentation (1) markov chain (1) manifold structure (1) hyperbolic geometry (1) topology preservation (1) 3d classification (1) 3d deep learning (1) topological consistency (1) diffeomorphic deformation (1) hyperbolic manifold (1) homeomorphism (1) representation learning (1) sine function (1) contrastive learning (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