Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
projects
Project number 1
Short description of project 1
Project number 2
Short description of project 2
publications
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
talks
Searching for Cyclic Invariant Fast Matrix Multiplication Algorithms
Published:
The poster presented at this workshop can be found here! Link to the workshop.
Searching for Cyclic Invariant Fast Matrix Multiplication Algorithms
Published:
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:
The poster presented at this workshop can be found here! Link to the conference.
Advances in Tensor Decompositions
Published:
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:
The poster presented at this workshop can be found here! Link to the conference.
teaching
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.