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Song Guo

22 papers hereh-index 161.4k citations29 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author17
  • last author5

Across the 22 of 22 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.CR3
  • cs.CV3
  • cs.DC2
  • cs.AI1
  • cs.GT1
same name
  • Song Guo — 25 papers
  • Song Guo — 20 papers, h 13
  • Song Guo — 15 papers, h 14
  • Song Guo — 15 papers, h 3
  • Song Guo — 10 papers, h 57
  • Song Guo — 10 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20162023
most citedParameterized Knowledge Transfer for Personalized Federated Learning

25 citations · 91 across the 22 of their papers we have counts for

collaborators
Showing cs.CVShow all

3 papers · 1 filter

cs.CV2022

Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning

Yingchun Wang, Song Guo, Jingcai Guo +4

Network pruning is a promising way to generate light but accurate models and enable their deployment on resource-limited edge devices. However, the current state-of-the-art assumes…

cs.CV2021★ 3 cited

Federated Unlearning via Class-Discriminative Pruning

Junxiao Wang, Song Guo, Xin Xie +1

We explore the problem of selectively forgetting categories from trained CNN classification models in the federated learning (FL). Given that the data used for training cannot be a…

cs.CV2019★ 5 cited

MAANet: Multi-view Aware Attention Networks for Image Super-Resolution

Jingcai Guo, Shiheng Ma, Song Guo

In most recent years, deep convolutional neural networks (DCNNs) based image super-resolution (SR) has gained increasing attention in multimedia and computer vision communities, fo…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.