Xingyu Lin

Xingyu Lin

Carnegie Mellon University

H-index: 10

North America-United States

About Xingyu Lin

Xingyu Lin, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Robotics, Reinforcement Learning, Computer Vision.

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

HumanoidBench: Simulated Humanoid Benchmark for Whole-Body Locomotion and Manipulation

Any-point Trajectory Modeling for Policy Learning

Learning Generalizable Tool-use Skills through Trajectory Generation

Gello: A general, low-cost, and intuitive teleoperation framework for robot manipulators

SpawnNet: Learning Generalizable Visuomotor Skills from Pre-trained Networks

Roboninja: Learning an adaptive cutting policy for multi-material objects

Self-supervised Cloth Reconstruction via Action-conditioned Cloth Tracking

Planning with Spatial-Temporal Abstraction from Point Clouds for Deformable Object Manipulation

Xingyu Lin Information

University

Position

Ph.D. student of Robotics Institute

Citations(all)

510

Citations(since 2020)

497

Cited By

48

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Xingyu Lin Skills & Research Interests

Robotics

Reinforcement Learning

Computer Vision

Top articles of Xingyu Lin

HumanoidBench: Simulated Humanoid Benchmark for Whole-Body Locomotion and Manipulation

arXiv preprint arXiv:2403.10506

2024/3/15

Any-point Trajectory Modeling for Policy Learning

arXiv preprint arXiv:2401.00025

2023/12/28

Learning Generalizable Tool-use Skills through Trajectory Generation

arXiv preprint arXiv:2310.00156

2023/9/29

Gello: A general, low-cost, and intuitive teleoperation framework for robot manipulators

arXiv preprint arXiv:2309.13037

2023/9/22

SpawnNet: Learning Generalizable Visuomotor Skills from Pre-trained Networks

arXiv preprint arXiv:2307.03567

2023/7/7

Roboninja: Learning an adaptive cutting policy for multi-material objects

2023

Self-supervised Cloth Reconstruction via Action-conditioned Cloth Tracking

2023 International Conference on Robotics and Automation (ICRA)

2023/2/19

Planning with Spatial-Temporal Abstraction from Point Clouds for Deformable Object Manipulation

2022

Learning closed-loop dough manipulation using a differentiable reset module

IEEE Robotics and Automation Letters

2022/7/15

Xingyu Lin
Xingyu Lin

H-Index: 5

David Held
David Held

H-Index: 18

Mesh-based dynamics with occlusion reasoning for cloth manipulation

2022/6/6

Self-supervised transparent liquid segmentation for robotic pouring

2022/5/23

Diffskill: Skill abstraction from differentiable physics for deformable object manipulations with tools

2022/4

Learning Structured World Model for Deformable Object Manipulation

2022

Xingyu Lin
Xingyu Lin

H-Index: 5

Learning Visible Connectivity Dynamics for Cloth Smoothing

Conference on Robot Learning (CoRL)

2021

SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation

2020/11/14

ROLL: Visual Self-Supervised Reinforcement Learning with Object Reasoning

Conference on Robot Learning (CoRL)

2020/11/13

See List of Professors in Xingyu Lin University(Carnegie Mellon University)

Co-Authors

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