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Tianqiang Huang

Fujian Normal University

Fuzhou , 350007

China

  • Fujian Normal University

SCHOLARLY PAPERS

3

DOWNLOADS

374

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

A Lightweight Multi-Layer Perceptron for Efficient Multivariate Time Series Forecasting

Number of pages: 16 Posted: 20 Dec 2023
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang and Yu Liu
Peking University, Beijing Institute of Technology, Fujian Normal University, affiliation not provided to SSRN, Peking University, Peking University, Peking University, Peking University and Peking University - Institute of Remote Sensing and Geographical Information Systems
Downloads 196
Citation 2

Abstract:

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Time-series Forecasting, Multilayer Perceptron, Long-range Forecasting Traffic Forecasting, Spatial-Temporal Graph Neural Network

2.

Self-Supervised Graph Representation with Proximity Matrix

Number of pages: 15 Posted: 04 Apr 2023
Huanhuan Li, Haifeng Luo, Tianqiang Huang, Xuemei Ding and Liqing Huang
affiliation not provided to SSRN, affiliation not provided to SSRN, Fujian Normal University, affiliation not provided to SSRN and Fujian Normal University
Downloads 93

Abstract:

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Graph Representation Learning Graph Auto-Encoders, Self-supervised learning

3.

Patchbreaker: Defending Against Adversarial Attacks By Cutting-Repairing Patches and Joint Adversarial Training

Number of pages: 13 Posted: 31 Jan 2023
Shiyu Huang, Zuchao Huang, Wei Li, Feng Ye, Tianqiang Huang and Liqing Huang
Fujian Normal University, Fujian Normal University, Fujian Normal University, Fujian Normal University, Fujian Normal University and Fujian Normal University
Downloads 85

Abstract:

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Deep learning security, Adversarial patch attack, Adversarial defense, Traffic sign classification