Huan Xu

Xihua University — China

Computer Science · Physical Sciences

12h-index583citations38works3.02yr avg
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Research Topics

Advanced Neural Network Applications(6), Advanced Graph Neural Networks(5), Domain Adaptation and Few-Shot Learning(5), Recommender Systems and Techniques(3), Fault Detection and Control Systems(3)

Publications38 total

Triple-supervised progressive contrastive learning for heterogeneous graph embedding
Information Fusion·2025
GTLSTMEP: A Novel Model Based on Graph Transformer and bi-LSTM for Predicting Essential Proteins in Sampled Subgraphs
IEEE Transactions on Computational Biology and Bioinformatics·2025
STAGE: A Symbolic Tensor grAph GEnerator for distributed AI system co-design
ArXiv.org·2025Open Access
Fault prediction of aircraft engine based on adaptive hybrid sampling and BiLSTM
Scientific Reports·2025· 2 citedOpen Access
Big data fusion with knowledge graph: a comprehensive overview
Applied Intelligence·2025· 1 cited
Triple-Supervised Progressive Contrastive Learning for Heterogeneous Graph Embedding
SSRN Electronic Journal·2025Open Access
A swin-transformer-based network with inductive bias ability for medical image segmentation
Applied Intelligence·2024· 7 cited
Swin-FER: Swin Transformer for Facial Expression Recognition
Applied Sciences·2024· 14 citedOpen Access
Haze prediction research based on PSO-CPU-GPU heterogeneous parallel support vector regression machine
Research Square (Research Square)·2023Open Access
FEMFER: feature enhancement for multi-faces expression recognition in classroom images
Multimedia Tools and Applications·2023· 8 cited
Sea Ice Detection from SAR Images Based on Deep Fully Convolutional Networks
2023· 6 citedOpen Access
Extracting Ship’s Size from SAR Images by Deep Learning
2023· 1 citedOpen Access
Learning Interest-oriented Universal User Representation via Self-supervision
Proceedings of the 30th ACM International Conference on Multimedia·2022· 2 cited
SFSM: sensitive feature selection module for image semantic segmentation
Multimedia Tools and Applications·2022· 2 cited
Understanding and Resolving Performance Degradation in Deep Graph Convolutional Networks
2021· 54 citedOpen Access
Interest-oriented Universal User Representation via Contrastive Learning
arXiv (Cornell University)·2021· 5 citedOpen Access
Markdowns in E-Commerce Fresh Retail: A Counterfactual Prediction and Multi-Period Optimization Approach
2021· 15 cited
A Deep Learning Model to Extract Ship Size From Sentinel-1 SAR Images
IEEE Transactions on Geoscience and Remote Sensing·2021· 37 citedOpen Access
Development of a Dual-Attention U-Net Model for Sea Ice and Open Water Classification on SAR Images
IEEE Geoscience and Remote Sensing Letters·2021· 148 citedOpen Access
Adaptive Sorting Method of Big Data with Scattered Defects Based on Cloud Computing
2020
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Frequent Co-authors

Jiashi Feng(6), Shie Mannor(6), Yibin Ren(5), Xiaofeng Li(4), Mei Bie(4), Xiangjiu Che(4), Kuangqi Zhou(3), Yanfei Dong(3), Bryan Hooi(3), Tom Zahavy(3), Bingyi Kang(3), Quanle Liu(3), Yan Gao(3), Jia Liu(3), Yajun Du(3), Xipeng Yuan(3), Tianrui Li(3), Xiaofeng Yang(2), Kaixin Wang(2), Wee Sun Lee(2)