Name: Jiaqing Chen
Type: User
Company: Arizona State University
Bio: Ph.D. Student (Computer Science) at VADER Lab, Arizona State University. Deep Learning, Topological Data Analysis, Interactive Machine Learning, Explainable AI.
Location: Tempe
Blog: https://jiaqing-asu.github.io/
Jiaqing Chen's Projects
Characterizing possible failure modes in physics-informed neural networks.
Code for visualizing the loss landscape of neural nets
Approximating neural network loss landscapes in low-dimensional parameter subspaces for PyTorch
[NeurIPS 2021] code for "Taxonomizing local versus global structure in neural network loss landscapes" https://arxiv.org/abs/2107.11228
Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure
A toolkit that enables users to leverage ONNX-MLIR from python
PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks
TTK - Topological Data Analysis and Visualization - Source Code