Deyu Meng

Macau University of Science and Technology — MO

Computer Science · Physical Sciences

74h-index31.7kcitations578works4.62yr avg
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Research Topics

Image and Signal Denoising Methods(111), Advanced Image Fusion Techniques(73), Advanced Image Processing Techniques(69), Sparse and Compressive Sensing Techniques(63), Remote-Sensing Image Classification(63)

Publications578 total

NeuMatC: A General Neural Framework for Fast Parametric Matrix Operation
arXiv (Cornell University)·2025Open Access
Designing Domain-Specific Agents via Hierarchical Task Abstraction Mechanism
arXiv (Cornell University)·2025Open Access
Entropy Change in Sampling Predicts Downstream Performance in Neural Networks
2025Open Access
ZoomEarth: Active Perception for Ultra-High-Resolution Geospatial Vision-Language Tasks
arXiv (Cornell University)·2025Open Access
Kolmogorov-Arnold Transformer Meets CNN: A Synergistic Architecture for Human Activity Recognition
Signal Image and Video Processing·2025
Diffusion-Guided Mask-Consistent Paired Mixing for Endoscopic Image Segmentation
arXiv (Cornell University)·2025Open Access
Open-CD: A Comprehensive Toolbox for Change Detection
2025· 1 cited
HSIGene: A Foundation Model for Hyperspectral Image Generation
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 2 cited
Biodegradable Silicon-Based Electromagnetic Energy Harvester toward Wireless Power Supply
ACS Applied Materials & Interfaces·2025
Hemodynamic Changes, Organ Dysfunction, and Clinical Outcomes in Patients with Sepsis-Induced Myocardial Dysfunction
Shock·2025
Parameterized Low-Rank Regularizer for High-dimensional Visual Data
International Journal of Computer Vision·2025· 2 cited
Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
2025· 1 cited
Feed Two Birds with One Scone: Exploiting Function-Space Regularization for Both OOD Robustness and ID Fine-Tuning Performance
arXiv (Cornell University)·2025Open Access
Rotation Equivariant Arbitrary-Scale Image Super-Resolution
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
SpeGCL: Self-Supervised Graph Spectrum Contrastive Learning Without Positive Samples
IEEE Transactions on Neural Networks and Learning Systems·2025· 1 cited
Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
arXiv (Cornell University)·2025Open Access
Enhancing Underwater Imaging With 4-D Light Fields: Dataset and Method
IEEE Journal of Selected Topics in Signal Processing·2025· 2 cited
Generative Latent Kernel Modeling for Blind Motion Deblurring
arXiv (Cornell University)·2025Open Access
Symmetry breaking in neural network optimization: insights from input dimension expansion
npj Artificial Intelligence·2025· 1 citedOpen Access
MolUNet++: Adaptive-grained Explicit Substructure and Interaction Aware Molecular Representation Learning
2025Open Access
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Frequent Co-authors

Qian Zhao(22), Qi Xie(13), Zongben Xu(13), Lei Zhang(12), Wangmeng Zuo(11), Shuhang Gu(5), Lu Jiang(5), Chenqiang Gao(4), Jing Yao(4), Yi Yang(3), Alexander G. Hauptmann(3), Xiangchu Feng(3), Dingwen Zhang(3), Junwei Han(3), Jiangjun Peng(3), Wei Wei(3), Lixuan Yi(3), Hongwei Yong(3), Zongben Xu(3), Qinghua Hu(2)