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• Graph Neural Networks Exponentially Lose Expressive Power for Node Classification
  2019 · 188 citations
• Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning
  2021 · 13 citations
• Cross-domain Recommendation via Deep Domain Adaptation
  2018 · 11 citations
• Quantitative Understanding of VAE as a Non-linearly Scaled Isometric Embedding
  2020 · 2 citations
• Learning Green's Function Efficiently Using Low-Rank Approximations
  2023 · 1 citations
• Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank
  2021
• Escaping Saddle Points with Bias-Variance Reduced Local Perturbed SGD for Communication Efficient Nonconvex Distributed Learning
  2022
• Scalable Federated Learning for Clients with Different Input Image Sizes and Numbers of Output Categories
  2023
• Flow matching achieves almost minimax optimal convergence
  2024