Hongguang Zhang

Inner Mongolia University — China

Computer Science · Physical Sciences

19h-index1.3kcitations65works1.52yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(23), Multimodal Machine Learning Applications(12), Human Pose and Action Recognition(7), Machine Learning and ELM(7), Advanced Neural Network Applications(6)

Publications65 total

The early construction of the Chinese physics terminology system in the globalization of Western scientific knowledge
Endeavour·2025
MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning
2025
Multimodal Fake News Detection Based on Large Language Models and Visual Models
2025
The Deubiquitinase OTUD1 Influences HIV-1 Release by Regulating the Host Restriction Factor BST-2
Viruses·2025· 1 citedOpen Access
Continual Learning meets Multimodal Foundation Models: Fundamentals and Advances
2024
Weakly-Supervised Depth Estimation and Image Deblurring via Dual-Pixel Sensors
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 1 cited
Fake News Detection via Multi-scale Semantic Alignment and Cross-modal Attention
2024· 10 citedOpen Access
Research on Automatic Assembly Technology for Initiating Explosive Device Based on Intelligent Control and Disposable Electronic Components
2024
New QSPR models for predicting critical temperature of binary organic mixtures using linear and nonlinear methods
Fluid Phase Equilibria·2023· 8 cited
Improving Few-shot Learning by Spatially-aware Matching and CrossTransformer
Lecture notes in computer science·2023· 5 citedOpen Access
Event-guided Multi-patch Network with Self-supervision for Non-uniform Motion Deblurring
International Journal of Computer Vision·2022· 21 citedOpen Access
Depression compromises antiviral innate immunity via the AVP-AHI1-Tyk2 axis
Cell Research·2022· 48 citedOpen Access
Memory-Augmented Insider Threat Detection with Temporal-Spatial Fusion
Security and Communication Networks·2022· 5 citedOpen Access
Multi-Level Second-Order Few-Shot Learning
IEEE Transactions on Multimedia·2022· 50 citedOpen Access
Image-Based Insider Threat Detection via Geometric Transformation
Security and Communication Networks·2021· 19 citedOpen Access
Image-based Insider Threat Detection via Geometric Transformation
arXiv (Cornell University)·2021· 2 citedOpen Access
Power Normalizations in Fine-Grained Image, Few-Shot Image and Graph Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021· 67 citedOpen Access
High-performance germanium avalanche photodetector for 100  Gbit/s photonics receivers
Optics Letters·2021· 19 cited
Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning
2021· 67 cited
Dual Pixel Exploration: Simultaneous Depth Estimation and Image Restoration
2021· 45 cited
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Frequent Co-authors

Piotr Koniusz(20), Hongdong Li(9), Philip H. S. Torr(7), Li Zhang(3), Xiaojuan Qi(3), Fatih Porikli(3), Dongyang Li(3), Lin Yang(3), Xiaolei Wang(3), Linru Ma(3), Jiangang Lu(3), Songlei Jian(2), Shibao Zheng(2), Yusuf Tas(2), Mehrtash Harandi(2), Chunsheng Dong(2), Liyuan Pan(2), S. A. H. Chowdhury(2), Richard Hartley(2), Miaomiao Liu(2)