Edwin R. Hancock
9 papers · 2015–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver
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Topic Evolution
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Unstoppable Β· Bronze
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Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Computer Vision
(2)
Analysis
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Speech & Audio
(1)
Foundations
(1)
Keywords
graph neural network
(2)
contrastive learning
(2)
graph classification
(2)
link prediction
(1)
image reconstruction
(1)
attention mechanism
(1)
belief propagation
(1)
voice conversion
(1)
depth estimation
(1)
3d vision
(1)
network analysis
(1)
hierarchical clustering
(1)
graph representation
(1)
speaker embedding
(1)
image super-resolution
(1)
graph representation learning
(1)
dynamic time warping
(1)
stereo matching
(1)
network evolution
(1)
domain generalization
(1)
Papers
SSHPool: The Separated Subgraph-based Hierarchical Pooling
AAAI 2026
HC-GAE: The Hierarchical Cluster-based Graph Auto-Encoder for Graph Representation Learning
NeurIPS 2024
ESSEN: Improving Evolution State Estimation for Temporal Networks using Von Neumann Entropy
NeurIPS 2023
Revisiting Domain Generalized Stereo Matching Networks From a Feature Consistency Perspective
CVPR 2022
Where to Focus: Investigating Hierarchical Attention Relationship for Fine-Grained Visual Classification
ECCV 2022
Two-Pathway Style Embedding for Arbitrary Voice Conversion
Interspeech 2021
A Quantum-inspired Entropic Kernel for Multiple Financial Time Series Analysis
IJCAI 2020
Linear Differential Constraints for Photo-Polarimetric Height Estimation
ICCV 2017
Example-Based Modeling of Facial Texture From Deficient Data
ICCV 2015