Yi Guo

Signal Process., 2023

Exposition on over-squashing problem on GNNs: Current Methods, Benchmarks and Challenges.

[BibT_eX]

[DOI]

CoRR, 2023

Unifying over-smoothing and over-squashing in graph neural networks: A physics informed approach and beyond.

[BibT_eX]

[DOI]

CoRR, 2023

How Curvature Enhance the Adaptation Power of Framelet GCNs.

[BibT_eX]

[DOI]

CoRR, 2023

Frameless Graph Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

Revisiting Generalized p-Laplacian Regularized Framelet GCNs: Convergence, Energy Dynamic and Training with Non-Linear Diffusion.

[BibT_eX]

[DOI]

CoRR, 2023

CREAM: Named Entity Recognition with Concise query and REgion-Aware Minimization.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Towards Robust Token Embeddings for Extractive Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Fixed Point Laplacian Mapping: A Geometrically Correct Manifold Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

[MASK] Insertion: a robust method for anti-adversarial attacks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

MIRS: [MASK] Insertion Based Retrieval Stabilizer for Query Variations.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2023

Improving Adversarially Robust Sequential Recommendation through Generalizable Perturbations.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2023

A New Perspective On the Expressive Equivalence Between Graph Convolution and Attention Models.

[BibT_eX]

[DOI]

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Hyper-Temporal Data Based Modulation Transfer Functions Compensation for Geostationary Remote Sensing Satellites.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Seeing the wood for the trees: a contrastive regularization method for the low-resource Knowledge Base Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

CellSegNet: an adaptive multi-resolution hybrid network for cell segmentation.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2022: Digital and Computational Pathology, 2022

2021

Robust Functional Manifold Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Efficient sparse subspace clustering by nearest neighbour filtering.

[BibT_eX]

[DOI]

Signal Process., 2021

A Discussion On the Validity of Manifold Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Under-determined Blind Speech Separation via the Convolutive Transfer Function and lp Regularization.

[BibT_eX]

[DOI]

Liu Yang

Junjie Yang

Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Multiple-datasets and multiple-label based color normalization in histopathology with cGAN.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021

2020

Portfolio selection and unsystematic risk optimisation using swarm intelligence.

[BibT_eX]

[DOI]

Kingshuk Mazumdar

Dongmo Zhang

J. Bank. Financial Technol., 2020

Fast Tumor Detector in Whole-Slide Image With Dynamic Programing Based Monte Carlo Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

A Prediction Model of Microsatellite Status from Histology Images.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Biomedical Engineering and Technology, 2020

A High-Throughput Tumor Location System with Deep Learning for Colorectal Cancer Histopathology Image.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Multiview Subspace Clustering via Tensorial t-Product Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Under-Determined Convolutive Blind Source Separation Combining Density-Based Clustering and Sparse Reconstruction in Time-Frequency Domain.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2019

Sparse Dictionary Learning for Blind Hyperspectral Unmixing.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Estimating Number of Speakers via Density-Based Clustering and Classification Decision.

[BibT_eX]

[DOI]

IEEE Access, 2019

Multi-peak Algorithmic Trading Strategies Using Grey Wolf Optimizer.

[BibT_eX]

[DOI]

Kingshuk Mazumdar

Dongmo Zhang

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Portfolio Risk Optimisation and Diversification Using Swarm Intelligence.

[BibT_eX]

[DOI]

Kingshuk Mazumdar

Dongmo Zhang

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

2018

An Investigation Into the Impact of Band Error Variance Estimation on Intrinsic Dimension Estimation in Hyperspectral Images.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Super-Resolution for GaoFen-4 Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2018

A Fast Algorithm to Find All Paths for Hyperspectral Unmixing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Multitemporal Mid-Infrared Imagery Based Calibration and Super Resolution for Gaofen-4.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

A Framework of Mixed Sparse Representations for Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

A Comparison Between Three Sparse Unmixing Algorithms Using a Large Library of Shortwave Infrared Mineral Spectra.

[BibT_eX]

[DOI]

Jonathan F. Huntington

Peter Mason

Andrew A. Green

IEEE Trans. Geosci. Remote. Sens., 2017

l1-norm penalised orthogonal forward regression.

[BibT_eX]

[DOI]

Int. J. Syst. Sci., 2017

Tractable Clustering of Data on the Curve Manifold.

[BibT_eX]

[DOI]

CoRR, 2017

Collaborative Low-Rank Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2017

Matrix Neural Networks.

[BibT_eX]

[DOI]

Zhiyong Wang

Proceedings of the Advances in Neural Networks - ISNN 2017 - 14th International Symposium, 2017

Blind Source Separation: Detecting Unknown Sources Number In Covariance Domain.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Computer and Automation Engineering, 2017

2016

Semi-realistic Simulations of Natural Hyperspectral Scenes.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Modified Locality-Preserving Projection Approach for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Neighborhood Preserved Sparse Representation for Robust Classification on Symmetric Positive Definite Matrices.

[BibT_eX]

[DOI]

CoRR, 2016

Low-rank Multi-view Clustering in Third-Order Tensor Space.

[BibT_eX]

[DOI]

CoRR, 2016

Low-Rank Representation over the Manifold of Curves.

[BibT_eX]

[DOI]

CoRR, 2016

Cloud filtering for Landsat TM satellite images using multiple temporal mosaicing.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Compressive sensing based multi-frequency synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Digital Signal Processing, 2016

Kernel Sparse Subspace Clustering on Symmetric Positive Definite Manifolds.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Dual Graph Regularized Latent Low-Rank Representation for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Enhancement of Spectral Resolution for Remotely Sensed Multispectral Image.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Random spatial subspace clustering.

[BibT_eX]

[DOI]

Feng Li

Knowl. Based Syst., 2015

Segmentation of Subspaces in Sequential Data.

[BibT_eX]

[DOI]

CoRR, 2015

l1-norm Penalized Orthogonal Forward Regression.

[BibT_eX]

[DOI]

CoRR, 2015

Low rank sequential subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Selective Multi-Source Total Variation Image Restoration.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

2014

Group subset selection for linear regression.

[BibT_eX]

[DOI]

Mark Berman

Comput. Stat. Data Anal., 2014

Linear Subspace Learning via sparse dimension reduction.

[BibT_eX]

[DOI]

Ming Yin

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Dimensionality reduction assisted tensor clustering.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Soft Cost Aggregation with Multi-resolution Fusion.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2014, 2014

Affinity Pansharpening and Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

The W-Penalty and Its Application to Alpha Matting with Sparse Labels.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

Subspace Clustering for Sequential Data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Dimensionality Reduction with Dimension Selection.

[BibT_eX]

[DOI]

Feng Li

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2013

Large scale hyperspectral data segmentation by random spatial subspace clustering.

[BibT_eX]

[DOI]

Feng Li

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

Restricted Boltzmann machine approach to couple dictionary training for image super-resolution.

[BibT_eX]

[DOI]

Ming Yin

Proceedings of the IEEE International Conference on Image Processing, 2013

Sparse model construction using coordinate descent optimization.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Endmember Extraction by Exemplar Finder.

[BibT_eX]

[DOI]

Yanfeng Sun

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012

Constrained Grouped Sparsity.

[BibT_eX]

[DOI]

Xia Hong

Proceedings of the AI 2012: Advances in Artificial Intelligence, 2012

2011

Local Feature Based Tensor Kernel for Image Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

2010

A Learning Framework for Adaptive Fingerprint Identification Using Relevance Feedback.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2010

2009

Robust multivariate L1 principal component analysis and dimensionality reduction.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Regularized Kernel Local Linear Embedding on Dimensionality Reduction for Non-vectorial Data.

[BibT_eX]

[DOI]

Proceedings of the AI 2009: Advances in Artificial Intelligence, 2009

2008

Twin Kernel Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

2007

Twin Kernel Embedding with Back Constraints.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Twin Kernel Embedding with Relaxed Constraints on Dimensionality Reduction for Structured Data.

[BibT_eX]

[DOI]

Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

Learning Optimal Kernel from Distance Metric in Twin Kernel Embedding for Dimensionality Reduction and Visualization of Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006

Manifolds of Bag of Pixels: A Better Representation for Image Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2006

Kernel Laplacian Eigenmaps for Visualization of Non-vectorial Data.

[BibT_eX]

[DOI]