Data-Driven Learning of Geometric Scattering Networks. - Alexander Tong 001; Frederik Wenkel; Kincaid MacDonald; Smita Krishnaswamy; Guy Wolf (CoRR, 2020)

Diffusion Earth Mover's Distance and Distribution Embeddings. - Alexander Tong 001; Guillaume Huguet; Amine Natik; Kincaid MacDonald; Manik Kuchroo; Ronald R. Coifman; Guy Wolf; Smita Krishnaswamy (ICML, 2021)

Data-Driven Learning of Geometric Scattering Modules for GNNs. - Alexander Tong 001; Frederick Wenkel; Kincaid MacDonald; Smita Krishnaswamy; Guy Wolf (MLSP, 2021)

Diffusion Curvature for Estimating Local Curvature in High Dimensional Data. - Dhananjay Bhaskar; Kincaid MacDonald; Oluwadamilola Fasina; Dawson Thomas; Bastian Rieck; Ian Adelstein; Smita Krishnaswamy (NeurIPS, 2022)

A Flow Artist for High-Dimensional Cellular Data. - Kincaid MacDonald; Dhananjay Bhaskar; Guy Thampakkul; Nhi Nguyen; Joia Zhang; Michael Perlmutter; Ian Adelstein; Smita Krishnaswamy (MLSP, 2023)

Binary Malware Attribution using LLM Embeddings and Topological Data Analysis. - Kincaid MacDonald; Ajai Ruparelia; Boomer Rogers; Adonis Bovell; Branden Stone (CAMLIS, 2024)

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds. - Xingzhi Sun 003; Danqi Liao; Kincaid MacDonald; Yanlei Zhang; Chen Liu 020; Guillaume Huguet; Guy Wolf; Ian Adelstein; Tim G. J. Rudner; Smita Krishnaswamy (CoRR, 2024)

Learnable Filters for Geometric Scattering Modules. - Alexander Tong 001; Frederik Wenkel; Dhananjay Bhaskar; Kincaid MacDonald; Jackson D. Grady; Michael Perlmutter; Smita Krishnaswamy; Guy Wolf (IEEE Trans. Signal Process., 2024)

Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds. - Xingzhi Sun 003; Danqi Liao; Kincaid MacDonald; Yanlei Zhang; Guillaume Huguet; Guy Wolf; Ian Adelstein; Tim G. J. Rudner; Smita Krishnaswamy (AISTATS, 2025)

Principal Curvatures Estimation with Applications to Single Cell Data. - Yanlei Zhang; Lydia Mezrag; Xingzhi Sun 003; Charles Xu 004; Kincaid MacDonald; Dhananjay Bhaskar; Smita Krishnaswamy; Guy Wolf; Bastian Rieck (ICASSP, 2025)