Yi-Ling Qiao

Yi-Ling Qiao

University of Maryland

H-index: 11

North America-United States

About Yi-Ling Qiao

Yi-Ling Qiao, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of Computer Graphics, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Gradient Informed Proximal Policy Optimization

HandyPriors: Physically Consistent Perception of Hand-Object Interactions with Differentiable Priors

Towards a foundation model for generalist robots: Diverse skill learning at scale via automated task and scene generation

PAC-neRF: Physics augmented continuum neural radiance fields for geometry-agnostic system identification

Dynamic mesh-aware radiance fields

Differentiable Analog Quantum Computing for Optimization and Control

NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos

Differentiable Hybrid Traffic Simulation

Yi-Ling Qiao Information

University

Position

___

Citations(all)

417

Citations(since 2020)

414

Cited By

70

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Yi-Ling Qiao Skills & Research Interests

Computer Graphics

Machine Learning

Top articles of Yi-Ling Qiao

Gradient Informed Proximal Policy Optimization

Advances in Neural Information Processing Systems

2024/2/13

HandyPriors: Physically Consistent Perception of Hand-Object Interactions with Differentiable Priors

arXiv preprint arXiv:2311.16552

2023/11/28

Towards a foundation model for generalist robots: Diverse skill learning at scale via automated task and scene generation

arXiv preprint arXiv:2305.10455

2023/5/17

PAC-neRF: Physics augmented continuum neural radiance fields for geometry-agnostic system identification

arXiv preprint arXiv:2303.05512

2023/3/9

Dynamic mesh-aware radiance fields

2023

Differentiable Analog Quantum Computing for Optimization and Control

2022/10/28

Yi-Ling Qiao
Yi-Ling Qiao

H-Index: 5

Ming Lin
Ming Lin

H-Index: 55

NeuPhysics: Editable Neural Geometry and Physics from Monocular Videos

2022/10/22

Yi-Ling Qiao
Yi-Ling Qiao

H-Index: 5

Differentiable Hybrid Traffic Simulation

ACM Transactions on Graphics (TOG)

2022/11/30

Sanghyun Son
Sanghyun Son

H-Index: 10

Yi-Ling Qiao
Yi-Ling Qiao

H-Index: 5

Learning-based Real-time Detection of Intrinsic Reflectional Symmetry

arXiv preprint arXiv:1911.00189

2019/11/1

OF-VO: Efficient navigation among pedestrians using commodity sensors

IEEE Robotics and Automation Letters

2021/6/18

Towards Modeling Physically-Consistent, Chaotic Spatiotemporal Dynamics with Echo State Networks

2021

Differentiable Simulation of Soft Multi-body Systems

Advances in Neural Information Processing Systems

2021/12/6

Efficient Differentiable Simulation of Articulated Bodies

2021/7/1

Yi-Ling Qiao
Yi-Ling Qiao

H-Index: 5

Differentiable Fluids with Solid Coupling for Learning and Control

Proceedings of the AAAI conference on artificial intelligence

2021/5/18

Tetsuya Takahashi
Tetsuya Takahashi

H-Index: 38

Yi-Ling Qiao
Yi-Ling Qiao

H-Index: 5

Scalable differentiable physics for learning and control

arXiv preprint arXiv:2007.02168; ICML, 7847-7856

2020/7/4

Yi-Ling Qiao
Yi-Ling Qiao

H-Index: 5

Synthesizing mesh deformation sequences with bidirectional LSTM

IEEE Transactions on Visualization and Computer Graphics

2020/10/8

Learning on 3D meshes with Laplacian encoding and pooling

IEEE Transactions on Visualization and Computer Graphics

2020/8/5

See List of Professors in Yi-Ling Qiao University(University of Maryland)