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researcher

Guannan Lou

7 papers hereh-index 231.6k citations41 works total

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

author position
  • first author2
  • middle author5

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • cs.SE3
  • cs.LG2
  • eess.SP1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedAn Analysis of Adversarial Attacks and Defenses on Autonomous Driving Models

13 citations · 38 across the 7 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 11 cited

STFL: A Temporal-Spatial Federated Learning Framework for Graph Neural Networks

Guannan Lou, Yuze Liu, Tiehua Zhang +1

We present a spatial-temporal federated learning framework for graph neural networks, namely STFL. The framework explores the underlying correlation of the input spatial-temporal d…

cs.LG2021

Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses

Yao Deng, Tiehua Zhang, Guannan Lou +3

The rapid development of artificial intelligence, especially deep learning technology, has advanced autonomous driving systems (ADSs) by providing precise control decisions to coun…

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