LoXR Poster – Nanovis Group

LoXR: LLMs on XR

Presented in 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW)

DOI: 10.1109/VRW66409.2025.00252

Click image to view/download PDF poster.

Authors

Xinyu Liu, Dawar Khan, Omar Mena, Donggang Jia, Alexandre Kouyoumdjian, Ivan Viola

Poster Description

This poster presents LoXR, an evaluation of LLMs executed locally on XR devices. It highlights performance benchmarking across multiple platforms, addressing the practical implications of deploying large language models in immersive environments.

Publications

Dawar Khan, Xinyu Liu, Omar Mena, Donggang Jia, Alexandre Kouyoumdjian, Ivan Viola.
AIvaluateXR: An Evaluation Framework for on-Device AI in XR with Benchmarking Results
arXiv preprint, 2025.
[BibTeX]

@article{khan2025aivaluatexr,
  title        = {{AIvaluateXR}: An Evaluation Framework for on-Device {AI} in {XR} with Benchmarking Results},
  author       = {Khan, Dawar and Liu, Xinyu and Mena, Omar and Jia, Donggang and Kouyoumdjian, Alexandre and Viola, Ivan},
  year         = {2025},
  eprint       = {2502.15761},
  archivePrefix = {arXiv},
  primaryClass = {cs.CG},
  url          = {https://arxiv.org/abs/2502.15761}
}

Xinyu Liu, Dawar Khan, Omar Mena, Donggang Jia, Alexandre Kouyoumdjian, Ivan Viola.
LLMs on XR (LoXR): Performance Evaluation of LLMs Executed Locally on Extended Reality Devices
In Proceedings of the 2025 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops (VRW), pp. 1212–1213.
[BibTeX]

@inproceedings{liu2025loxr,
  title     = {{LLMs on XR (LoXR)}: Performance Evaluation of {LLMs} Executed Locally on Extended Reality Devices},
  author    = {Liu, Xinyu and Khan, Dawar and Mena, Omar and Jia, Donggang and Kouyoumdjian, Alexandre and Viola, Ivan},
  booktitle = {2025 {IEEE} Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops ({VRW})},
  pages     = {1212--1213},
  year      = {2025},
  doi       = {10.1109/VRW66409.2025.00252},
  keywords  = {Performance evaluation, Solid modeling, Three-dimensional displays, Extended reality, Large language models, Instruction sets, Conferences, User interfaces, Benchmark testing, Real-time systems, human {AI} interactions}
}