Hongkang Li | DeepAI

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∙ 08/26/2023

How Can Context Help? Exploring Joint Retrieval of Passage and Personalized Context

The integration of external personalized context information into docume...

0 Hui Wan, et al. ∙

∙ 02/12/2023

A Theoretical Understanding of shallow Vision Transformers: Learning, Generalization, and Sample Complexity

Vision Transformers (ViTs) with self-attention modules have recently ach...

4 Hongkang Li, et al. ∙

∙ 07/07/2022

Learning and generalization of one-hidden-layer neural networks, going beyond standard Gaussian data

This paper analyzes the convergence and generalization of training a one...

0 Hongkang Li, et al. ∙

∙ 07/07/2022

Generalization Guarantee of Training Graph Convolutional Networks with Graph Topology Sampling

Graph convolutional networks (GCNs) have recently achieved great empiric...

6 Hongkang Li, et al. ∙

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