Jiaqing Chen

PhD student, School of Computing and Augmented Intelligence, Arizona State University

Joined

September 2024

Names

Jiaqing Chen (Preferred)

Emails

****@asu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

School of Computing and Augmented Intelligence, Arizona State University (asu.edu)

2021 – Present

Intern

Scientific Data Division, Lawrence Berkeley National Lab (lbnl.gov)

2024 – 2024

MS student

Marlan and Rosemary Bourns College of Engineering, University of California, Riverside (ucr.edu)

2018 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

LossLens: Diagnostics for Machine Learning Through Loss Landscape Visual Analytics
Tiankai Xie, Jiaqing Chen, Yaoqing Yang, Caleb Geniesse, Ge Shi, Ajinkya Jeevan Chaudhari, John Kevin Cava, Michael W. Mahoney, Talita Perciano, Gunther H. Weber, Ross Maciejewski
- IEEE Computer Graphics and Applications
- Readers: Everyone
Greater than the Sum of its LUTs: Scaling Up LUT-based Neural Networks with AmigoLUT
Olivia Weng, Marta Andronic, Danial Zuberi, Jiaqing Chen, Caleb Geniesse, George A. Constantinides, Nhan Tran, Nicholas J. Fraser, Javier Mauricio Duarte, Ryan Kastner
- Crossref
- Readers: Everyone
Visualizing Loss Functions as Topological Landscape Profiles
Caleb Geniesse, Jiaqing Chen, Tiankai Xie, Ge Shi, Yaoqing Yang, Dmitriy Morozov, Talita Perciano, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber
- NeurReps 2024 Oral
- Readers: Everyone
Evaluating Loss Landscapes from a Topology Perspective
Tiankai Xie, Caleb Geniesse, Jiaqing Chen, Yaoqing Yang, Dmitriy Morozov, Michael W. Mahoney, Ross Maciejewski, Gunther H. Weber
- SciForDL Poster
- Readers: Everyone

Co-Authors