Zou, Dongmian
- On Lipschitz Analysis and Lipschitz Synthesis for the Phase Retrieval Problem
2015/06/06 by Radu Bălan, Dongmian Zou, Balan, Radu +1 · 5 citations
Computer Science · Physics and Astronomy · #46T20 #Advanced X-ray Imaging Techniques #FOS: Mathematics #Functional Analysis (math.FA) #Image and Object Detection Techniques #Optical measurement and interference techniques #Optimization and Control (math.OC) #Quantum Algebra (math.QA)
- Lipschitz Properties for Deep Convolutional Networks
2017/01/18 by Balan, Radu, Singh, Maneesh, Zou, Dongmian · 2 citations
#62M45 #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #I.2.6 #Machine Learning (cs.LG)
- Autoencoding Hyperbolic Representation for Adversarial Generation
2022/01/30 by Eric Qu, Dongmian Zou, Qu, Eric +1 · 2 citations
Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis
- Graph Neural Network Based Node Deployment for Throughput Enhancement
2022/08/19 by Yifei Yang, Dongmian Zou, Yang, Yifei +3 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Systems and Control (eess.SY) #Wireless Networks and Protocols #electronic engineering #information engineering
- Limiting Over-Smoothing and Over-Squashing of Graph Message Passing by Deep Scattering Transforms
2024/07/09 by Yuanhong Jiang, Dongmian Zou, Jiang, Yuanhong +5 · 2 citations
Social Sciences · #Advanced Computing and Algorithms #FOS: Mathematics #Spectral Theory (math.SP)
- An Unpooling Layer for Graph Generation
2022/06/04 by Yinglong Guo, Guo, Yinglong, Dongmian Zou +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #Bioinformatics and Genomic Networks #Cell Image Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
- Robust Vector Quantized-Variational Autoencoder
2022/02/04 by Lai, Chieh-Hsin, Zou, Dongmian, Lerman, Gilad · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Klein Model for Hyperbolic Neural Networks
2024/10/22 by Yidan Mao, Mao, Yidan, Jing Gu +4 · 2 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- Three Revisits to Node-Level Graph Anomaly Detection: Outliers, Message Passing and Hyperbolic Neural Networks
2024/03/06 by Jing Gu, Dongmian Zou, Gu, Jing +1 · 1 citation
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Novelty Detection via Robust Variational Autoencoding
2020/06/09 by Chieh-Hsin Lai, Dongmian Zou, Lai, Chieh-Hsin +3 · 1 citation
Computer Science · #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- Geometry-Preserving Encoder/Decoder in Latent Generative Models
2025/01/16 by Wonjun Lee, Riley C. W. O'Neill, Lee, Wonjun +7 · 2 citations
Computer Science · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Semantic Web and Ontologies
- Improving Hyperbolic Representations via Gromov-Wasserstein Regularization
2024/07/15 by Yifei Yang, Wonjun Lee, Yang, Yifei +5 · 1 citation
Earth and Planetary Sciences · Mathematics · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Analysis and Transform Methods #Medical Imaging Techniques and Applications #Seismic Imaging and Inversion Techniques