Sotabase

Career

· Postdoctoral Researcher, MIT CSAIL2026–

Publications (23)

Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining
Conference on Machine Learning and Systems · 2021
65
cited
Communication-Efficient Graph Neural Networks with Probabilistic Neighborhood Expansion Analysis and Caching
Conference on Machine Learning and Systems · 2023
23
cited
iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and Its Application to CT Organ Dosimetry
IEEE journal of biomedical and health informatics · 2020
22
cited
Spaceland Embedding of Sparse Stochastic Graphs
IEEE Conference on High Performance Extreme Computing · 2019
7
cited
Iterative inversion of deformation vector fields with feedback control
Medical Physics (Lancaster) · 2016
5
cited
Big snapshot stitching with scarce overlap
IEEE Conference on High Performance Extreme Computing · 2013
2
cited
SU-D-18A-02: Towards Real-Time On-Board Volumetric Image Reconstruction for Intrafraction Target Verification in Radiation Therapy.
Medical Physics (Lancaster) · 2014
2
cited
WE-AB-303-09: Rapid Projection Computations for On-Board Digital Tomosynthesis in Radiation Therapy
2015
2
cited
Ailiop/Idvf: Initial Release
2018
1
cited
Hyperspectral Image Classification and Clutter Detection via Multiple Structural Embeddings and Dimension Reductions
arXiv.org · 2015
1
cited
idvf: Iterative Inversion of Deformation Vector Field with Adaptive Bi-residual Feedback Control
Journal of Open Source Software · 2019
1
cited
SG-t-SNE-Π: Swift Neighbor Embedding of Sparse Stochastic Graphs
Journal of Open Source Software · 2019
1
cited
SU-F-J-138: An Extension of PCA-Based Respiratory Deformation Modeling Via Multi-Linear Decomposition.
Medical Physics (Lancaster) · 2016
1
cited
SU-F-J-83: Estimation of Deformation Field with Two-Scale Supervoxel Equations.
Medical Physics (Lancaster) · 2016
1
cited
WE‐D‐303‐06: Multi‐Layer Spectral Analysis for Tensor Structure Encoding of 4D Deformation Field Data
2015
1
cited
Abstracts of the 2014 east coast computer algebra day: Communicated by Xiaobai Sun, Nikos P. Pitsianis, and Alexandros-Stavros Iliopoulos
ACCA · 2014
All-Near-Neighbor Search Among High-Dimensional Data via Hierarchical Sparse Graph Code Filtering
2020
AutoGPU : Automatic Generation of CUDA Kernel Code
2011
Challenges in biomarker discovery and biorepository for Gulf-war-disease studies: a novel data platform solution
arXiv.org · 2021
Corrections to "iPhantom: A Framework for Automated Creation of Individualized Computational Phantoms and its Application to CT Organ Dosimetry"
IEEE journal of biomedical and health informatics · 2022
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Alexandros-Stavros Iliopoulos | Researcher Profile | Sotabase | Sotabase