AI-assisted identification of intrapapillary capillary loops in magnification endoscopy for diagnosing early-stage esophageal squamous cell carcinoma: a preliminary study.

[BibT_eX]

[DOI]

Jinming Wang

Qigang Long

Medical Biol. Eng. Comput., 2023

Heterophily and Graph Neural Networks: Past, Present and Future.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2023

End-to-End Augmentation Hyperparameter Tuning for Self-Supervised Anomaly Detection.

[BibT_eX]

[DOI]

Jaemin Yoo

Lingxiao Zhao

Leman Akoglu

CoRR, 2023

A Mixed Reality Framework for Interactive Realistic Volume Rendering with Dynamic Environment Illumination.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2023

DSV: An Alignment Validation Loss for Self-supervised Outlier Model Selection.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Realistic Volume Rendering with Environment-Synced Illumination in Mixed Reality.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

Sign and Basis Invariant Networks for Spectral Graph Representation Learning.

[BibT_eX]

[DOI]

Derek Lim

Joshua David Robinson

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Liquidity and Solvency Risks in Financial Networks.

[BibT_eX]

[DOI]

Lingxiao Zhao

Maria Polukarov

Carmine Ventre

Proceedings of the 4th ACM International Conference on AI in Finance, 2023

ADAMM: Anomaly Detection of Attributed Multi-graphs with Metadata: A Unified Neural Network Approach.

[BibT_eX]

[DOI]

Konstantinos Sotiropoulos

Lingxiao Zhao

Pierre Jinghong Liang

Leman Akoglu

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Graph Anomaly Detection with Unsupervised GNNs.

[BibT_eX]

[DOI]

CoRR, 2022

A Practical, Progressively-Expressive GNN.

[BibT_eX]

[DOI]

CoRR, 2022

Quad-fisheye Image Stitching for Monoscopic Panorama Reconstruction.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2022

A dual-branch hybrid dilated CNN model for the AI-assisted segmentation of meningiomas in MR images.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, 2022

A Practical, Progressively-Expressive GNN.

[BibT_eX]

[DOI]

Lingxiao Zhao

Neil Shah

Leman Akoglu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Hyperparameter Sensitivity in Deep Outlier Detection: Analysis and a Scalable Hyper-Ensemble Solution.

[BibT_eX]

[DOI]

Xueying Ding

Lingxiao Zhao

Leman Akoglu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Graph Condensation for Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Graph Unrolling Networks: Interpretable Neural Networks for Graph Signal Denoising.

[BibT_eX]

[DOI]

Siheng Chen

Yonina C. Eldar

Lingxiao Zhao

IEEE Trans. Signal Process., 2021

Fast Attributed Graph Embedding via Density of States.

[BibT_eX]

[DOI]

Saurabh Sawlani

Lingxiao Zhao

Leman Akoglu

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Connecting Graph Convolutional Networks and Graph-Regularized PCA.

[BibT_eX]

[DOI]

Lingxiao Zhao

Leman Akoglu

CoRR, 2020

Generalizing Graph Neural Networks Beyond Homophily.

[BibT_eX]

[DOI]

CoRR, 2020

Beyond Homophily in Graph Neural Networks: Current Limitations and Effective Designs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

PairNorm: Tackling Oversmoothing in GNNs.

[BibT_eX]

[DOI]

Lingxiao Zhao

Leman Akoglu

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

A multi-modal health data fusion and analysis method based on body sensor network.

[BibT_eX]

[DOI]

Int. J. Serv. Technol. Manag., 2019

2018

Wavelet Transform Based ECG Denoising Using Adaptive Thresholding.

[BibT_eX]

[DOI]

Proceedings of the 2018 7th International Conference on Bioinformatics and Biomedical Science, 2018

A Parafac-Based Blind Channel Estimation and Symbol Detection Scheme for Massive MIMO Systems.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, 2018

A Quest for Structure: Jointly Learning the Graph Structure and Semi-Supervised Classification.

[BibT_eX]

[DOI]

Xuan Wu

Lingxiao Zhao

Leman Akoglu

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Multimode Data Fusion Based Remote Healthcare Framework.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Big Data Engineering and Technology, 2018

2009

Supervised locally linear embedding with probability-based distance for classification.

[BibT_eX]

[DOI]

Lingxiao Zhao

Zhenyue Zhang

Comput. Math. Appl., 2009

Combining Mesh, Volume, and Streamline Representations for Polyp Detection in CT Colonography.

[BibT_eX]

[DOI]

Vincent Frans van Ravesteijn

Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008

Surface Curvature Line Clustering for Polyp Detection in CT Colonography.

[BibT_eX]

[DOI]

Lingxiao Zhao

Vincent Frans van Ravesteijn

Proceedings of the Eurographics Workshop on Visual Computing for Biomedicine, 2008

2007

The boundary penalty method for the diffusion equation subject to the specification of mass.

[BibT_eX]

[DOI]

Xiaozhe Hu

Lingxiao Zhao

Abdul Wasim Shaikh

Appl. Math. Comput., 2007

Probability-Based Locally Linear Embedding for Classification.

[BibT_eX]

[DOI]

Zhenyue Zhang

Lingxiao Zhao

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

Topology-Based Flow Visualization, The State of the Art.

[BibT_eX]

[DOI]

Proceedings of the Topology-based Methods in Visualization, 2007

2006

Lines of Curvature for Polyp Detection in Virtual Colonoscopy.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2006

Lingxiao Zhao

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