Posts by Collection

Project number 1

Short description of project 1

Project number 2

Short description of project 2

PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning

Published in ACM SE 24: Proceedings of the 2024 ACM Southeast Conference, 2024

This paper introduces a parallel implementation of an enhanced version of the Higher Order Orthogonal Iteration (HOOI) algorithm

Kangning Cui, Zishan Shao, Gregory Larsen, Victor Pauca, Sarra Alqahtani, David Segurado, João Pinheiro, Manqi Wang, David Lutz, Robert Plemmons, and Miles Silman. 2024. PalmProbNet: A Probabilistic Approach to Understanding Palm Distributions in Ecuadorian Tropical Forest via Transfer Learning. In Proceedings of the 2024 ACM Southeast Conference (ACM SE 24). Association for Computing Machinery, New York, NY, USA, 272–277. https://doi.org/10.1145/3603287.3651220
Download Paper

Advances in Tensor Decompositions: Fast Matrix Multiplication Algorithms and Parallel Adaptive Compression Techniques

Published in Wake Forest University, 2025

My Master thesis and the culmination of my work at Wake Forest University

João Pinheiro. 2025. Advances in Tensor Decompositions: Fast Matrix Multiplication Algorithms and Parallel Adaptive Compression Techniques. Thesis, Department of Computer Science, Wake Forest University. http://hdl.handle.net/10339/111016
Download Paper

Parallel Rank-Adaptive Higher Order Orthogonal Iteration

Published in ACM SC 25: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, 2025

This paper introduces a parallel implementation of an enhanced version of the Higher Order Orthogonal Iteration (HOOI) algorithm

João Pinheiro, Aditya Devarakonda, and Grey Ballard. 2025. Parallel Rank-Adaptive Higher Order Orthogonal Iteration. In Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis (SC 25). Association for Computing Machinery, New York, NY, USA, 1800–1815. https://doi.org/10.1145/3712285.3759865
Download Paper

Searching for Cyclic Invariant Fast Matrix Multiplication Algorithms

Published: October 18, 2023

The poster presented at this workshop can be found here! Link to the workshop.

Searching for Cyclic Invariant Fast Matrix Multiplication Algorithms

Published: March 04, 2024

The poster presented at this workshop can be found here! As a bonus

Parallel Higher-Order Orthogonal Iteration for Tucker Decomposition with Rank Adaptivity

Published: March 07, 2025

The poster presented at this workshop can be found here! Link to the conference.

Advances in Tensor Decompositions

Published: April 16, 2025

The defense’s slides can be found here! This was recorded but please don’t watch it. As a bonus.

Parallel Rank-Adaptive Higher Order Orthogonal Iteration

Published: March 04, 2026

The poster presented at this workshop can be found here! Link to the conference.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.