Hancock, Edwin R.

72 publications

IJCAI 2025 AKBR: Learning Adaptive Kernel-Based Representations for Graph Classification Lu Bai, Feifei Qian, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock

IJCAI 2025 An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection Zhehan Zhao, Lu Bai, Ming Li, Lixin Cui, Hangyuan Du, Yue Wang, Edwin R. Hancock

AAAI 2025 DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin R. Hancock

IJCAI 2025 DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Ziyu Lyu, Hangyuan Du, Edwin R. Hancock

IJCAI 2025 Exploring the Over-Smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-Based Viewpoint Feifei Qian, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock

IJCAI 2025 HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification Xinya Qin, Lu Bai, Lixin Cui, Ming Li, Hangyuan Du, Yue Wang, Edwin R. Hancock

NeurIPS 2024 HC-GAE: The Hierarchical Cluster-Based Graph Auto-Encoder for Graph Representation Learning Lu Bai, Zhuo Xu, Lixin Cui, Ming Li, Yue Wang, Edwin R. Hancock

NeurIPS 2023 ESSEN: Improving Evolution State Estimation for Temporal Networks Using Von Neumann Entropy Qiyao Huang, Yingyue Zhang, Zhihong Zhang, Edwin R. Hancock

MLJ 2023 Information Bottleneck and Selective Noise Supervision for Zero-Shot Learning Lei Zhou, Yang Liu, Pengcheng Zhang, Xiao Bai, Lin Gu, Jun Zhou, Yazhou Yao, Tatsuya Harada, Jin Zheng, Edwin R. Hancock

CVPR 2022 Revisiting Domain Generalized Stereo Matching Networks from a Feature Consistency Perspective Jiawei Zhang, Xiang Wang, Xiao Bai, Chen Wang, Lei Huang, Yimin Chen, Lin Gu, Jun Zhou, Tatsuya Harada, Edwin R. Hancock

ECCV 2022 Where to Focus: Investigating Hierarchical Attention Relationship for Fine-Grained Visual Classification Yang Liu, Lei Zhou, Pengcheng Zhang, Xiao Bai, Lin Gu, Xiaohan Yu, Jun Zhou, Edwin R. Hancock

IJCAI 2020 A Quantum-Inspired Entropic Kernel for Multiple Financial Time Series Analysis Lu Bai, Lixin Cui, Yue Wang, Yuhang Jiao, Edwin R. Hancock

IJCAI 2020 Learning for Graph Matching and Related Combinatorial Optimization Problems Junchi Yan, Shuang Yang, Edwin R. Hancock

IJCAI 2019 Latent Distribution Preserving Deep Subspace Clustering Lei Zhou, Xiao Bai, Dong Wang, Xianglong Liu, Jun Zhou, Edwin R. Hancock

ECML-PKDD 2019 Learning Aligned-Spatial Graph Convolutional Networks for Graph Classification Lu Bai, Yuhang Jiao, Lixin Cui, Edwin R. Hancock

ICCV 2017 Linear Differential Constraints for Photo-Polarimetric Height Estimation Silvia Tozza, William A. P. Smith, Dizhong Zhu, Ravi Ramamoorthi, Edwin R. Hancock

IJCAI 2015 A Graph Kernel Based on the Jensen-Shannon Representation Alignment Lu Bai, Zhihong Zhang, Chaoyan Wang, Xiao Bai, Edwin R. Hancock

ICCV 2015 Example-Based Modeling of Facial Texture from Deficient Data Arnaud Dessein, William A. P. Smith, Richard C. Wilson, Edwin R. Hancock

ECML-PKDD 2014 Attributed Graph Kernels Using the Jensen-Tsallis Q-Differences Lu Bai, Luca Rossi, Horst Bunke, Edwin R. Hancock

ECML-PKDD 2012 Hypergraph Spectra for Semi-Supervised Feature Selection Zhihong Zhang, Edwin R. Hancock, Xiao Bai

CVPR 2011 Graph Matching Through Entropic Manifold Alignment Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano

CVPR 2010 Shape and Refractive Index Recovery from Single-View Polarisation Images Cong Phuoc Huynh, Antonio Robles-Kelly, Edwin R. Hancock

CVPR 2010 Spherical Embeddings for Non-Euclidean Dissimilarities Richard C. Wilson, Edwin R. Hancock, Elzbieta Pekalska, Robert P. W. Duin

CVPR 2009 A Unified Model of Specular and Diffuse Reflectance for Rough, Glossy Surfaces William A. P. Smith, Edwin R. Hancock

ICCV 2009 Weighted Graph Characteristics from Oriented Line Graph Polynomials Peng Ren, Richard C. Wilson, Edwin R. Hancock

CVPR 2007 Regression Tracking with Data Relevance Determination Ioannis Patras, Edwin R. Hancock

CVPR 2006 Face Recognition Using 2.5d Shape Information William A. P. Smith, Edwin R. Hancock

CVPR 2006 Polarization-Based Surface Reconstruction via Patch Matching Gary A. Atkinson, Edwin R. Hancock

ECCV 2006 Robust Multi-Body Motion Tracking Using Commute Time Clustering Huaijun Qiu, Edwin R. Hancock

ICCV 2005 Multi-View Surface Reconstruction Using Polarization Gary A. Atkinson, Edwin R. Hancock

ICCV 2005 Recovering Facial Shape and Albedo Using a Statistical Model of Surface Normal Direction William A. P. Smith, Edwin R. Hancock

ECCV 2004 Learning Mixtures of Weighted Tree-Unions by Minimizing Description Length Andrea Torsello, Edwin R. Hancock

ECCV 2004 Spectral Simplification of Graphs Huaijun Qiu, Edwin R. Hancock

CVPR 2003 Curvature Correction of the Hamilton-Jacobi Skeleton Andrea Torsello, Edwin R. Hancock

ICCV 2003 Edit Distance from Graph Spectra Antonio Robles-Kelly, Edwin R. Hancock

CVPR 2003 Estimating Surface Characteristics Using Physical Reflectance Models Hossein Ragheb, Edwin R. Hancock

ECCV 2002 A Hierarchical Framework for Spectral Correspondence Marco Carcassoni, Edwin R. Hancock

ECCV 2002 Highlight Removal Using Shape-from-Shading Hossein Ragheb, Edwin R. Hancock

ECCV 2002 Matching and Embedding Through Edit-Union of Trees Andrea Torsello, Edwin R. Hancock

ECCV 2002 Pairwise Clustering with Matrix Factorisation and the EM Algorithm Antonio Robles-Kelly, Edwin R. Hancock

CVPR 2001 A Graph-Spectral Method for Surface Height Recovery from Needle-Maps Antonio Robles-Kelly, Edwin R. Hancock

ICCV 2001 A Maximum Likelihood Framework for Iterative Eigendecomposition Antonio Robles-Kelly, Edwin R. Hancock

CVPR 2001 A Probabilistic Framework for Graph Clustering Bin Luo, Antonio Robles-Kelly, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock

CVPR 2000 A Bayesian Framework for Radar Shape-from-Shading Adrian G. Bors, Edwin R. Hancock, Richard C. Wilson

ECCV 2000 Adapting Spectral Scale for Shape from Texture Eraldo Ribeiro, Edwin R. Hancock

CVPR 2000 Histogram-Based Object Recognition Using Shape-from-Shading Philip L. Worthington, Edwin R. Hancock

ECCV 2000 Least Committment Graph Matching by Evolutionary Optimisation Richard Myers, Edwin R. Hancock

CVPR 2000 Perspective Pose from Spectral Voting Eraldo Ribeiro, Edwin R. Hancock

CVPR 2000 Point Pattern Matching with Robust Spectral Correspondence Marco Carcassoni, Edwin R. Hancock

ECCV 2000 Region-Based Object Recognition Using Shape-from-Shading Philip L. Worthington, Edwin R. Hancock

ICCV 1999 3D Surface Topography from Intensity Images Philip L. Worthington, Edwin R. Hancock

CVPR 1999 Data-Driven Shape-from-Shading Using Curvature Consistency Philip L. Worthington, Edwin R. Hancock

CVPR 1999 Pose Clustering with Density Estimation and Structural Constraints Simon Moss, Edwin R. Hancock

ICCV 1999 Sensitivity Analysis for Object Recognition from Large Structural Libraries Benoit Huet, Edwin R. Hancock

NeCo 1998 An Energy Function and Continuous Edit Process for Graph Matching Andrew M. Finch, Richard C. Wilson, Edwin R. Hancock

ECCV 1998 Bias-Variance Tradeoff for Adaptive Surface Meshes Richard C. Wilson, Edwin R. Hancock

CVPR 1998 Fuzzy Relational Distance for Large-Scale Object Recognition Benoit Huet, Edwin R. Hancock

NeurIPS 1998 Graph Matching for Shape Retrieval Benoit Huet, Andrew D. J. Cross, Edwin R. Hancock

ECCV 1998 Holistic Matching Andrew D. J. Cross, Edwin R. Hancock

ICCV 1998 Relational Histograms for Shape Indexing Benoit Huet, Edwin R. Hancock

CVPR 1997 A Minimum-Variance Adaptive Surface Mesh Richard C. Wilson, Edwin R. Hancock

NeurIPS 1997 Graph Matching with Hierarchical Discrete Relaxation Richard C. Wilson, Edwin R. Hancock

NeurIPS 1997 Recovering Perspective Pose with a Dual Step EM Algorithm Andrew D. J. Cross, Edwin R. Hancock

CVPR 1997 Registering Multiple Cartographic Models with the Hierarchical Mixture of Experts Algorithm Simon Moss, Edwin R. Hancock

CVPR 1997 Scale-Space Vector Fields for Feature Analysis Andrew D. J. Cross, Edwin R. Hancock

NeurIPS 1996 Contour Organisation with the EM Algorithm José A. F. Leite, Edwin R. Hancock

CVPR 1996 Gauging Relational Consistency and Correcting Structural Errors Richard C. Wilson, Edwin R. Hancock

ECCV 1996 Genetic Search for Structural Matching Andrew D. J. Cross, Richard C. Wilson, Edwin R. Hancock

NeurIPS 1996 Softening Discrete Relaxation Andrew M. Finch, Richard C. Wilson, Edwin R. Hancock

ICCV 1995 Relational Matching with Dynamic Graph Structures Richard C. Wilson, Edwin R. Hancock

CVPR 1993 Resolving Edge-Line Ambiguities Using Probabilistic Relaxation Edwin R. Hancock

CVPR 1991 Adaptive Estimation of Hysteresis Thresholds Edwin R. Hancock, Josef Kittler