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Yuan Cao

Hefei National Laboratory for Physical Sciences at Microscale and Department of Modern Physics, University of Science and Technology of China, Hefei, China, Shanghai Branch, CAS Center for Excellence in Quantum Information and Quantum Physics, University of Science and Technology of China, Shanghai, China, Shanghai Research Center for Quantum Sciences, Shanghai, China

ScaleGNN: Towards Scalable Graph Neural Networks via Adaptive High-order Neighboring Feature Fusion

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Apr 22, 2025
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Transformer Learns Optimal Variable Selection in Group-Sparse Classification

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Apr 11, 2025
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Gradient Descent Robustly Learns the Intrinsic Dimension of Data in Training Convolutional Neural Networks

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Apr 11, 2025
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On the Robustness of Transformers against Context Hijacking for Linear Classification

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Feb 21, 2025
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Transformers versus the EM Algorithm in Multi-class Clustering

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Feb 09, 2025
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Transformers and Their Roles as Time Series Foundation Models

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Feb 05, 2025
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Transformers Simulate MLE for Sequence Generation in Bayesian Networks

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Jan 05, 2025
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Learning Spectral Methods by Transformers

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Jan 05, 2025
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Towards Simple and Provable Parameter-Free Adaptive Gradient Methods

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Dec 27, 2024
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On the Feature Learning in Diffusion Models

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Dec 02, 2024
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