T
Tongyan Li
Researcher at Chengdu University of Information Technology
Publications - 4
Citations - 75
Tongyan Li is an academic researcher from Chengdu University of Information Technology. The author has contributed to research in topics: Computer science & Convolutional neural network. The author has an hindex of 1, co-authored 1 publications receiving 20 citations.
Papers
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Proceedings ArticleDOI
LSTM-CNN Hybrid Model for Text Classification
TL;DR: A hybrid model of LSTM and CNN is proposed that can effectively improve the accuracy of text classification and the performance of the hybrid model is compared with that of other models in the experiment.
Journal ArticleDOI
Classification of Diabetic Retinopathy Severity Based on GCA Attention Mechanism
TL;DR: A large number of experiment results show that GENet based on the GCA attention mechanism can more effectively extract lesion features and classify the severity of DR.
Journal ArticleDOI
Deep Learning-Based Football Player Detection in Videos
Tianyi Wang,Tongyan Li +1 more
TL;DR: A deep convolutional neural network-based football video analysis algorithm that aims to detect the football player in real time and can be extended to a framework for detecting players in any other sports.
Proceedings ArticleDOI
Semantic Matching Research based on Interactive Multi-head Attention Mechanism
Yulin Liao,Tongyan Li +1 more
TL;DR: In this article , a multi-head attention mechanism is added to the Siamease model based on bidirectional LSTM to solve the problem of insufficient semantic extraction, and on this basis, it is proposed to add fine-grained matching information in the form of an interactive multihop attention mechanism.