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Career

· Software Engineer, Stanford University2025–

Publications (39)

Hyperspectral Super-Resolution: A Coupled Tensor Factorization Approach
IEEE Transactions on Signal Processing · 2018
205
cited
Tensor Completion From Regular Sub-Nyquist Samples
IEEE Transactions on Signal Processing · 2019
51
cited
Generalized Canonical Correlation Analysis: A Subspace Intersection Approach
IEEE Transactions on Signal Processing · 2020
38
cited
Structured SUMCOR Multiview Canonical Correlation Analysis for Large-Scale Data
IEEE Transactions on Signal Processing · 2018
37
cited
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
arXiv.org · 2025
26
cited
Hyperspectral Super-Resolution: Combining Low Rank Tensor and Matrix Structure
International Conference on Information Photonics · 2018
23
cited
Graph Neural Networks are More Powerful than We Think
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2024
22
cited
Space-Time Graph Neural Networks
International Conference on Learning Representations · 2021
20
cited
Hyperspectral Super-Resolution Via Coupled Tensor Factorization: Identifiability and Algorithms
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2018
19
cited
Counting Graph Substructures with Graph Neural Networks
International Conference on Learning Representations · 2024
15
cited
Learning Efficient Positional Encodings with Graph Neural Networks
International Conference on Learning Representations · 2025
15
cited
Regular Sampling of Tensor Signals: Theory and Application to FMRI
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2019
14
cited
RelGNN: Composite Message Passing for Relational Deep Learning
International Conference on Machine Learning · 2025
14
cited
T-GAE: Transferable Graph Autoencoder for Network Alignment
2023
12
cited
Prema: Principled Tensor Data Recovery From Multiple Aggregated Views
IEEE Journal on Selected Topics in Signal Processing · 2019
8
cited
Relational Graph Transformer
arXiv.org · 2025
8
cited
TeX-Graph: Coupled tensor-matrix knowledge-graph embedding for COVID-19 drug repurposing
SDM · 2020
8
cited
Large-scale Canonical Polyadic Decomposition via Regular Tensor Sampling
European Signal Processing Conference · 2019
7
cited
Relational Deep Learning: Challenges, Foundations and Next-Generation Architectures
Knowledge Discovery and Data Mining · 2025
7
cited
Representation Power of Graph Neural Networks: Improved Expressivity via Algebraic Analysis
2022
6
cited
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Charilaos Kanatsoulis | Researcher Profile | Sotabase | Sotabase