XTensor 2024

1st Workshop on Cross-stack Optimization of Tensor Methods

April 27 1-5pm, 2024 @ San Diego, CA, USA

Held in conjunction with ASPLOS'24


Tensor problems are becoming ever more important to represent data and analyze its inherent properties, as the correlation of data gains importance in many domains. The application of tensor methods covers machine learning/deep learning, quantum chemistry/physics, quantum circuit simulation, social networks, and healthcare, to name a few. The research on tensor methods comes from multiple domains, including computer architecture, programming languages, compilers, and parallel computing. This workshop aims to gather researchers from diverse computer system backgrounds to present and communicate their work on tensor methods, and then seek a cross-stack solution to improve the performance of tensor algorithms.

Call for Papers

XTensor is a venue for discussion and brainstorming at the intersection of software and hardware research.

Research topics includes, but not limited to:

Position Papers Submission

Discussion and communication are the primary goals of the workshop. Thus, we only ask for 2-page position papers. The submitted work is very flexible in content. It could be early, in-progress research; could have not very complete experiments or results; could be a valuable survey of recent research trends or tools; could propose an important open question and call for solution; could be an experience report even with failed approaches but with some lessons learned. Submitted papers will undergo peer review by a program committee of experts from diverse research domains working on tensor problems.

Papers should follow the two-column formatting guidelines for SIGPLAN template (the acmart format with the sigplan two-column option) and up to 2 pages, excluding references. Review is single-blind, please include authors' names on the submitted PDF.

Paper submission will be via EasyChair. The accepted papers will not be published in a proceeding. Presentation slides will show on the workshop website.

Important Dates

All deadlines are AOE 11:59pm.

Organization

Chairs:

Frank Mueller, North Carolina State University
Dong Li, University of California, Merced
Lizhong Chen, Oregon State University
Jiajia Li, North Carolina State University, jiajia.li@ncsu.edu

Committee:

Jee Choi, University of Oregon
Bastian Hagedorn, NVIDIA
Ahmed Helal, Intel
Bin Ren, William & Mary
Keren Zhou, George Mason University

Please contact Jiajia Li at jiajia.li@ncsu.edu if you have any questions.