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Huaqing Li

Southwest University

Chongqing, 400715

China

SCHOLARLY PAPERS

4

DOWNLOADS

268

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Spatial-Temporal Graph Auto-Encoder for Traffic Flow Prediction

Number of pages: 25 Posted: 17 Oct 2022
Guizhou Minzu University, Guizhou Minzu University, Guizhou Minzu University, Guizhou University, Chongqing University and Southwest University
Downloads 85 (771,553)

Abstract:

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Traffic flow prediction, attention mechanism, causal convolution, missing data recovery, spatiotemporal correlation

2.

St-Kan-Former: A Novel Spatiotemporal Transformer Neural Network for Air Quality Prediction

Number of pages: 17 Posted: 16 Jan 2025
Guizhou Minzu University, Guizhou Minzu University, affiliation not provided to SSRN, Guizhou Minzu University, Guizhou University, Guizhou Minzu University, Guizhou Minzu University, Guizhou Minzu University, Chongqing University and Southwest University
Downloads 83 (790,029)

Abstract:

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Air quality prediction, Transformer, KAN, Spatiotemporal prediction.

3.

Momentum-Adapted Gradient Tracking Stochastic Algorithm for Distributed Optimization

Number of pages: 39 Posted: 05 Sep 2024
Chongqing University, Chongqing University, Chongqing University, Chongqing University, Chongqing University and Southwest University
Downloads 70 (883,195)

Abstract:

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Distributed optimization, gradient tracking, variance reduction, adaptive momentum estimation, linear convergence.

4.

Spatiotemporal Recurrent Graph Convolution with a Capsule Network for Traffic Demand Prediction

Number of pages: 18 Posted: 20 May 2025
Guizhou Minzu University, Guizhou Minzu University, Guizhou Minzu University, Guizhou Minzu University, Guizhou University, Chongqing University and Southwest University
Downloads 30 (1,318,317)

Abstract:

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Traffic Demand Prediction, Multi-level Spatial Dependencies, Temporal Dynamics, Spatiotemporal Recurrent Graph Convolution, Capsule Network, GPS Trajectory Big Data.