Jessie Huang

Orcid: 0000-0002-5297-3563

According to our database1, Jessie Huang authored at least 8 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Time-Inhomogeneous Diffusion Geometry and Topology.
SIAM J. Math. Data Sci., June, 2023

Multi-view manifold learning of human brain-state trajectories.
Nat. Comput. Sci., 2023

2022
Covalent docking and molecular dynamics simulations reveal the specificity-shifting mutations Ala237Arg and Ala237Lys in TEM beta-lactamase.
PLoS Comput. Biol., 2022

Learning Shared Neural Manifolds from Multi-Subject FMRI Data.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Exploring the Geometry and Topology of Neural Network Loss Landscapes.
Proceedings of the Advances in Intelligent Data Analysis XX, 2022

2021
Visualizing High-Dimensional Trajectories on the Loss-Landscape of ANNs.
CoRR, 2021

2020
TrajectoryNet: A Dynamic Optimal Transport Network for Modeling Cellular Dynamics.
Proceedings of the 37th International Conference on Machine Learning, 2020

2018
Learning Safe Policies with Expert Guidance.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


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