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portfolio
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publications
Hyperbolic Prototype Rectification for Few-Shot 3D Point Cloud Classification
Published in Pattern Recognition, 2025
Recommended citation: Y.-Z. Feng*, S.-H. J. Lin*, X. Tang, M.-Y. Wang, J.-Z. Zheng, Z.-Y. He, Z.-Y. Pang, J. Yang, M.-S. Chen, and X. Wei, "Hyperbolic prototype rectification for few-shot 3D point cloud classification," Pattern Recognition, vol. 158, p. 111042, 2025.
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Relaxed Rotational Equivariance via G-Biases in Vision
Published in AAAI Conference on Artificial Intelligence (Selected as Oral), 2025
Recommended citation: Z. Wu, Y. Liu, L. Sun, J. Yang, H. Dong, S.-H. J. Lin, X. Tang, J. Mi, B. Jin, and X. Wei, "Relaxed Rotational Equivariance via G-Biases in Vision," in AAAI Conference on Artificial Intelligence, 2025.
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(arXiv Preprint) Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks
Published in arXiv, 2025
Recommended citation: Y. Feng*, S.-H. J. Lin*, B. Gao and X. Wei, "Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks," in arXiv preprint 2503.20454, 2025.
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PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction
Published in International Joint Conference on Artificial Intelligence, 2025
Recommended citation: ???, "PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction," in International Joint Conference on Artificial Intelligence, 2025.
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(arXiv Preprint) SM4RT: Learning Structured Motion Geometry for 4D Reconstruction
Published in arXiv, 2026
Recommended citation: S.-H. J. Lin, W. Zheng, D. Zhuo, Y. Wu, J. Zhou, J. Lu, "SM4RT: Learning Structured Motion Geometry for 4D Reconstruction," in arXiv preprint 2607.22534, 2026.
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talks
Recent Advances of Geometric Deep Learning
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.