Publications

The archive.

Peer-reviewed publications and preprints from the lab and our collaborators. Reference implementations are released on GitHub when review and clinical-data licensing allow.

2024 WACV

A Survey on Multimodal Large Language Models for Autonomous Driving

Cui C, Ma Y, Cao X, Ye W, …, Cao J, Wang Z, Zheng C.

Cite

@inproceedings{cui2024survey,
  title={A Survey on Multimodal Large Language Models for Autonomous Driving},
  author={Cui, C. and Ma, Y. and Cao, X. and Ye, W. and others},
  booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshop},
  year={2024},
  url={https://arxiv.org/abs/2311.12320}
}

2024 WACV

Drive as You Speak: Enabling human-like interaction with LLMs in autonomous vehicles

Cui C, Ma Y, Cao X, Ye W, Wang Z.

Cite

@inproceedings{cui2024drive,
  title={Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles},
  author={Cui, C. and Ma, Y. and Cao, X. and Ye, W. and Wang, Z.},
  booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshop},
  year={2024},
  url={https://arxiv.org/abs/2309.10228}
}

2024 WACV

MACP: Efficient Model Adaptation for Cooperative Perception

Ma Y, Lu J, Cui C, Zhao S, Cao X, Ye W, Wang Z.

Cite

@inproceedings{ma2024macp,
  title={MACP: Efficient Model Adaptation for Cooperative Perception},
  author={Ma, Y. and Lu, J. and Cui, C. and Zhao, S. and Cao, X. and Ye, W. and Wang, Z.},
  booktitle={IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  year={2024},
  url={https://arxiv.org/abs/2310.16870v2}
}

2023 UAI

Mitigating Transformer Overconfidence via Lipschitz Regularization

Ye W, Ma Y, Cao X, Tang K.

Code

Cite

@inproceedings{ye2023lrformer,
  title={Mitigating Transformer Overconfidence via Lipschitz Regularization},
  author={Ye, W. and Ma, Y. and Cao, X. and Tang, K.},
  booktitle={Uncertainty in Artificial Intelligence (UAI)},
  year={2023},
  url={https://proceedings.mlr.press/v216/ye23a.html}
}

2023 ICASSP

ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis

Cao X, Ye W, Sizikova E, Bai X, Coffee M, Zeng H, Cao J.

Code

Cite

@inproceedings{cao2023vitasd,
  title={ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis},
  author={Cao, X. and Ye, W. and Sizikova, E. and Bai, X. and Coffee, M. and Zeng, H. and Cao, J.},
  booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  year={2023},
  url={https://ieeexplore.ieee.org/document/10094684}
}

2022 IJCAI

AggPose: Deep aggregation vision transformer for infant pose estimation

Cao X, Li X, Ma L, Huang Y, Feng X, Chen Z, Zeng H, Cao J.

Code

Cite

@inproceedings{cao2022aggpose,
  title={AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation},
  author={Cao, X. and Li, X. and Ma, L. and Huang, Y. and Feng, X. and Chen, Z. and Zeng, H. and Cao, J.},
  booktitle={Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI)},
  year={2022},
  url={https://www.ijcai.org/proceedings/2022/700}
}

2023 Preprint

Receive, Reason, and React: Drive as You Say with LLMs in Autonomous Vehicles

Cui C, Ma Y, Cao X, Ye W, Wang Z.

Cite

@article{cui2023receive,
  title={Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles},
  author={Cui, C. and Ma, Y. and Cao, X. and Ye, W. and Wang, Z.},
  journal={arXiv preprint arXiv:2310.08034},
  year={2023},
  url={https://arxiv.org/abs/2310.08034}
}

2023 Preprint

PIE: Simulating Disease Progression via Progressive Image Editing

Liang K, Cao X, Liao KD, Gao T, Ye W, Chen Z, Cao J, Nama T, Sun J.

Code

Cite

@article{liang2023pie,
  title={PIE: Simulating Disease Progression via Progressive Image Editing},
  author={Liang, K. and Cao, X. and Liao, K. D. and Gao, T. and Ye, W. and Chen, Z. and Cao, J. and Nama, T. and Sun, J.},
  journal={arXiv preprint arXiv:2309.11745},
  year={2023},
  url={https://arxiv.org/abs/2309.11745}
}