Lantao Liu

Lantao Liu

Indiana University Bloomington

H-index: 20

North America-United States

About Lantao Liu

Lantao Liu, With an exceptional h-index of 20 and a recent h-index of 15 (since 2020), a distinguished researcher at Indiana University Bloomington, specializes in the field of Robotics, Autonomy, Artificial Intelligence.

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

Autonomous Mapless Navigation on Uneven Terrains

Kernel-based diffusion approximated Markov decision processes for autonomous navigation and control on unstructured terrains

Show Your Face: Restoring Complete Facial Images From Partial Observations for VR Meeting

Gaussian Process-based Traversability Analysis for Terrain Mapless Navigation

Boundary-aware value function generation for safe stochastic motion planning

Light-Weight Pointcloud Representation with Sparse Gaussian Process

POVNav: A Pareto-Optimal Mapless Visual Navigator

Causal Inference for De-biasing Motion Estimation from Robotic Observational Data

Lantao Liu Information

University

Position

___

Citations(all)

1354

Citations(since 2020)

898

Cited By

719

hIndex(all)

20

hIndex(since 2020)

15

i10Index(all)

38

i10Index(since 2020)

27

Email

University Profile Page

Indiana University Bloomington

Google Scholar

View Google Scholar Profile

Lantao Liu Skills & Research Interests

Robotics

Autonomy

Artificial Intelligence

Top articles of Lantao Liu

Title

Journal

Author(s)

Publication Date

Autonomous Mapless Navigation on Uneven Terrains

arXiv preprint arXiv:2402.13443

Hassan Jardali

Mahmoud Ali

Lantao Liu

2024/2/21

Kernel-based diffusion approximated Markov decision processes for autonomous navigation and control on unstructured terrains

The International Journal of Robotics Research

Junhong Xu

Kai Yin

Zheng Chen

Jason M Gregory

Ethan A Stump

...

2024/1

Show Your Face: Restoring Complete Facial Images From Partial Observations for VR Meeting

Zheng Chen

Zhiqi Zhang

Junsong Yuan

Yi Xu

Lantao Liu

2024

Gaussian Process-based Traversability Analysis for Terrain Mapless Navigation

arXiv preprint arXiv:2403.19010

Abe Leininger

Mahmoud Ali

Hassan Jardali

Lantao Liu

2024/3/27

Boundary-aware value function generation for safe stochastic motion planning

The International Journal of Robotics Research

Junhong Xu

Kai Yin

Jason M Gregory

Kris Hauser

Lantao Liu

2024/3/22

Light-Weight Pointcloud Representation with Sparse Gaussian Process

Mahmoud Ali

Lantao Liu

2023/5/29

POVNav: A Pareto-Optimal Mapless Visual Navigator

Durgakant Pushp

Zheng Chen

Chaomin Luo

Jason M. Gregory

Lantao Liu

2023/12

Causal Inference for De-biasing Motion Estimation from Robotic Observational Data

Junhong Xu

Kai Yin

Jason M Gregory

Lantao Liu

2023/5/29

Autonomous Navigation, Mapping and Exploration with Gaussian Processes.

Proceedings of Robotics: Science and Systems, Daegu, Republic of Korea

Mahmoud Ali

Hassan Jardali

Nicholas Roy

Lantao Liu

2023/7

Model-Agnostic Multi-Agent Perception Framework

Runsheng Xu

Weizhe Chen

Hao Xiang

Xin Xia

Lantao Liu

...

2023/1/17

GP-Frontier for local mapless navigation

Mahmoud Ali

Lantao Liu

2023/5/29

Coordination of Bounded Rational Drones through Informed Prior Policy

Durgakant Pushp

Junhong Xu

Lantao Liu

2023/10/1

Polyline Generative Navigable Space Segmentation for Autonomous Visual Navigation

IEEE Robotics and Automation Letters

Zheng Chen

Zhengming Ding

David J Crandall

Lantao Liu

2023/2/17

SePaint: Semantic Map Inpainting via Multinomial Diffusion

arXiv preprint arXiv:2303.02737

Zheng Chen

Deepak Duggirala

David Crandall

Lei Jiang

Lantao Liu

2023/3/5

A convex optimization approach to multi-robot task allocation and path planning

Sensors

Tingjun Lei

Pradeep Chintam

Chaomin Luo

Lantao Liu

Gene Eu Jan

2023/5/26

Towards efficient MPPI trajectory generation with unscented guidance: U-MPPI control strategy

arXiv preprint arXiv:2306.12369

Ihab S Mohamed

Junhong Xu

Gaurav Sukhatme

Lantao Liu

2023/6/21

GP-guided MPPI for Efficient Navigation in Complex Unknown Cluttered Environments

IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2023)

Ihab S Mohamed

Mahmoud Ali

Lantao Liu

2023/7/8

IDA: Informed Domain Adaptive Semantic Segmentation

International Conference on Intelligent Robots and Systems (IROS)

Zheng Chen

Zhengming Ding

Jason M Gregory

Lantao Liu

2023/3/5

Adaptive Robotic Information Gathering via Non-Stationary Gaussian Processes

The International Journal of Robotics Research (IJRR)

Weizhe Chen

Roni Khardon

Lantao Liu

2023/6/2

Pseudo-Trilateral Adversarial Training for Domain Adaptive Traversability Prediction

Autonomous Robots

Zheng Chen

Durgakant Pushp

Jason M Gregory

Lantao Liu

2023/6/26

See List of Professors in Lantao Liu University(Indiana University Bloomington)

Co-Authors

H-index: 82
Nicholas Roy

Nicholas Roy

Massachusetts Institute of Technology

H-index: 55
David Crandall

David Crandall

Indiana University Bloomington

H-index: 53
Nathan Michael

Nathan Michael

Carnegie Mellon University

H-index: 31
Jiaqi Ma

Jiaqi Ma

University of California, Los Angeles

H-index: 30
Chaomin Luo

Chaomin Luo

Mississippi State University

H-index: 29
Roni Khardon

Roni Khardon

Indiana University Bloomington

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