activity
20232026
most citedTrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation

1 citations · 3 across the 6 of their papers we have counts for

collaborators

7 papers

cs.MM2026

HCVR Scene Generation: High Compatibility Virtual Reality Environment Generation for Extended Redirected Walking

Yiran Zhang, Xingpeng Sun, Aniket Bera

Natural walking enhances immersion in virtual environments (VEs), but physical space limitations and obstacles hinder exploration, especially in large virtual scenes. Redirected Wa…

cs.GR2025

Handle-based Mesh Deformation Guided By Vision Language Model

Xingpeng Sun, Shiyang Jia, Zherong Pan +2

Mesh deformation is a fundamental tool in 3D content manipulation. Despite extensive prior research, existing approaches often suffer from low output quality, require significant m…

cs.RO2025

Language-Guided Generation for Personalized Inspection Planning

Xingpeng Sun, Zherong Pan, Xifeng Gao +2

We propose a training-free, Vision-Language Model (VLM)-guided approach for efficiently generating trajectories to facilitate target inspection planning based on text descriptions.…

cs.RO2024

EfficientEQA: An Efficient Approach to Open-Vocabulary Embodied Question Answering

Kai Cheng, Zhengyuan Li, Xingpeng Sun +3

Embodied Question Answering (EQA) is an essential yet challenging task for robot assistants. Large vision-language models (VLMs) have shown promise for EQA, but existing approaches…

cs.RO2024★ 1 cited

TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation

Xingpeng Sun, Yiran Zhang, Xindi Tang +2

While LLMs are proficient at processing text in human conversations, they often encounter difficulties with the nuances of verbal instructions and, thus, remain prone to hallucinat…

cs.AI2024★ 1 cited

Beyond Text: Utilizing Vocal Cues to Improve Decision Making in LLMs for Robot Navigation Tasks

Xingpeng Sun, Haoming Meng, Souradip Chakraborty +2

While LLMs excel in processing text in these human conversations, they struggle with the nuances of verbal instructions in scenarios like social navigation, where ambiguity and unc…

cs.CV2023★ 1 cited

DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision

Lu Ling, Yichen Sheng, Zhi Tu +17

We have witnessed significant progress in deep learning-based 3D vision, ranging from neural radiance field (NeRF) based 3D representation learning to applications in novel view sy…