Tianrui Guan

Tianrui Guan

University of Maryland

H-index: 10

North America-United States

About Tianrui Guan

Tianrui Guan, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Maryland, specializes in the field of Computer Vision, Perception, Robotics, VLM.

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

AGL-NET: Aerial-Ground Cross-Modal Global Localization with Varying Scales

AMCO: Adaptive Multimodal Coupling of Vision and Proprioception for Quadruped Robot Navigation in Outdoor Environments

Large language models and causal inference in collaboration: A comprehensive survey

On the Safety Concerns of Deploying LLMs/VLMs in Robotics: Highlighting the Risks and Vulnerabilities

Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning

HALLUSIONBENCH: An Advanced Diagnostic Suite for Entangled Language Hallucination & Visual Illusion in Large Vision-Language Models

Vern: Vegetation-aware robot navigation in dense unstructured outdoor environments

GrASPE: Graph based Multimodal Fusion for Robot Navigation in Outdoor Environments

Tianrui Guan Information

University

Position

___

Citations(all)

596

Citations(since 2020)

594

Cited By

81

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

11

Email

University Profile Page

Google Scholar

Tianrui Guan Skills & Research Interests

Computer Vision

Perception

Robotics

VLM

Top articles of Tianrui Guan

AGL-NET: Aerial-Ground Cross-Modal Global Localization with Varying Scales

arXiv preprint arXiv:2404.03187

2024/4/4

AMCO: Adaptive Multimodal Coupling of Vision and Proprioception for Quadruped Robot Navigation in Outdoor Environments

arXiv preprint arXiv:2403.13235

2024/3/20

Large language models and causal inference in collaboration: A comprehensive survey

2024/3/14

On the Safety Concerns of Deploying LLMs/VLMs in Robotics: Highlighting the Risks and Vulnerabilities

arXiv preprint arXiv:2402.10340

2024/2/15

Intent-Aware Planning in Heterogeneous Traffic via Distributed Multi-Agent Reinforcement Learning

2023/12/2

HALLUSIONBENCH: An Advanced Diagnostic Suite for Entangled Language Hallucination & Visual Illusion in Large Vision-Language Models

arXiv preprint arXiv:2310.14566

2023/10

Vern: Vegetation-aware robot navigation in dense unstructured outdoor environments

2023/10/1

GrASPE: Graph based Multimodal Fusion for Robot Navigation in Outdoor Environments

arXiv preprint arXiv:2209.05722

2022/9/13

Frequency-based aerial video recognition

2023/6/12

iplan: Intent-aware planning in heterogeneous traffic via distributed multi-agent reinforcement learning

arXiv preprint arXiv:2306.06236

2023/6/9

Aztr: Aerial video action recognition with auto zoom and temporal reasoning

2023/5/29

Vinet: Visual and inertial-based terrain classification and adaptive navigation over unknown terrain

2023/5/29

Tianrui Guan
Tianrui Guan

H-Index: 4

Prompt learning for action recognition

arXiv preprint arXiv:2305.12437

2023/5/21

TNES: Terrain Traversability Mapping, Navigation and Excavation System for Autonomous Excavators on Worksite

2023/3/9

Tianrui Guan
Tianrui Guan

H-Index: 4

CrossLoc3D: Aerial-Ground Cross-Source 3D Place Recognition

arXiv preprint arXiv:2303.17778

2023/3/31

Ga-nav: Efficient terrain segmentation for robot navigation in unstructured outdoor environments

IEEE Robotics and Automation Letters

2022/6/29

M3detr: Multi-representation, multi-scale, mutual-relation 3d object detection with transformers

2022

Adaptiveon: Adaptive outdoor local navigation method for stable and reliable actions

IEEE Robotics and Automation Letters

2022/12/16

Terrapn: Unstructured terrain navigation using online self-supervised learning

2022/10/23

Far: Fourier aerial video recognition

2022/10/22

See List of Professors in Tianrui Guan University(University of Maryland)

Co-Authors

academic-engine