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Career

· Researcher, Princeton University Laboratory for Intelligent Probabilistic Systems2024–

Publications (21)

Symplectic Neural Networks in Taylor Series Form for Hamiltonian Systems
Journal of Computational Physics · 2020
54
cited
Nonseparable Symplectic Neural Networks
International Conference on Learning Representations · 2020
43
cited
Learning Physical Constraints with Neural Projections
Neural Information Processing Systems · 2020
32
cited
GANSeg: Learning to Segment by Unsupervised Hierarchical Image Generation
Computer Vision and Pattern Recognition · 2021
27
cited
AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints
Neural Information Processing Systems · 2022
25
cited
Unsupervised Keypoints from Pretrained Diffusion Models
Computer Vision and Pattern Recognition · 2023
19
cited
A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization
IEEE Workshop/Winter Conference on Applications of Computer Vision · 2023
16
cited
Few-Shot Geometry-Aware Keypoint Localization
Computer Vision and Pattern Recognition · 2023
14
cited
LatentKeypointGAN: Controlling GANs via Latent Keypoints
arXiv.org · 2021
11
cited
Neural Vortex Method: from Finite Lagrangian Particles to Infinite Dimensional Eulerian Dynamics
arXiv.org · 2020
11
cited
AdvectiveNet: An Eulerian-Lagrangian Fluidic reservoir for Point Cloud Processing
International Conference on Learning Representations · 2020
10
cited
Soft Multicopter Control using Neural Dynamics Identification
Conference on Robot Learning · 2020
8
cited
LatentKeypointGAN: Controlling Images via Latent Keypoints
Canadian Conference on Computer and Robot Vision · 2021
7
cited
RoeNet: Predicting discontinuity of hyperbolic systems from continuous data
International Journal for Numerical Methods in Engineering · 2023
7
cited
RoeNets: Predicting Discontinuity of Hyperbolic Systems from Continuous Data
arXiv.org · 2020
4
cited
TeleViewDemo: Experience the Future of 3D Teleconferencing
SIGGRAPH Asia XR · 2022
2
cited
DreamTexture: Shape from Virtual Texture with Analysis by Augmentation
arXiv.org · 2025
1
cited
Neural Partial Differential Equations with Functional Convolution
arXiv.org · 2023
1
cited
Computers and Fluids
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Xingzhe He | Researcher Profile | Sotabase | Sotabase