Jessie Huang

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 12

Top Topics

Topology Preserving

Transport Network

Manifold Learning

Dynamic Aspects

Top Venues

SIAM J. Math. Data Sci.

Publications

Erica L. Busch, Jessie Huang, Andrew Benz, Tom Wallenstein, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy, Nicholas B. Turk-Browne
Multi-view manifold learning of human brain-state trajectories. Nat. Comput. Sci. 3 (3) (2023)
Guillaume Huguet, Alexander Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew J. Hirn, Guy Wolf, Smita Krishnaswamy
Time-Inhomogeneous Diffusion Geometry and Topology. SIAM J. Math. Data Sci. 5 (2) (2023)
Guillaume Huguet, Alexander Tong, Bastian Rieck, Jessie Huang, Manik Kuchroo, Matthew J. Hirn, Guy Wolf, Smita Krishnaswamy
Time-inhomogeneous diffusion geometry and topology. CoRR (2022)
Stefan Horoi, Jessie Huang, Bastian Rieck, Guillaume Lajoie, Guy Wolf, Smita Krishnaswamy
Exploring the Geometry and Topology of Neural Network Loss Landscapes. IDA (2022)
Jessie Huang, Erica L. Busch, Tom Wallenstein, Michal Gerasimiuk, Andrew Benz, Guillaume Lajoie, Guy Wolf, Nicholas B. Turk-Browne, Smita Krishnaswamy
Learning shared neural manifolds from multi-subject FMRI data. CoRR (2022)
Jessie Huang, Erica L. Busch, Tom Wallenstein, Michal Gerasimiuk, Andrew Benz, Guillaume Lajoie, Guy Wolf, Nicholas B. Turk-Browne, Smita Krishnaswamy
Learning Shared Neural Manifolds from Multi-Subject FMRI Data. MLSP (2022)
Gabriel Monteiro da Silva, Jordan Yang, Bunlong Leang, Jessie Huang, Daniel M. Weinreich, Brenda M. Rubenstein
Covalent docking and molecular dynamics simulations reveal the specificity-shifting mutations Ala237Arg and Ala237Lys in TEM beta-lactamase. PLoS Comput. Biol. 18 (6) (2022)
Stefan Horoi, Jessie Huang, Guy Wolf, Smita Krishnaswamy
Visualizing High-Dimensional Trajectories on the Loss-Landscape of ANNs. CoRR (2021)
Alexander Tong, Jessie Huang, Guy Wolf, David van Dijk, Smita Krishnaswamy
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics. CoRR (2020)
Alexander Tong, Jessie Huang, Guy Wolf, David van Dijk, Smita Krishnaswamy
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics. ICML (2020)
Jessie Huang, Fa Wu, Doina Precup, Yang Cai
Learning Safe Policies with Expert Guidance. CoRR (2018)
Jessie Huang, Fa Wu, Doina Precup, Yang Cai
Learning Safe Policies with Expert Guidance. NeurIPS (2018)