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.
 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.
 2024 WACV MACP: Efficient Model Adaptation for Cooperative Perception
Ma Y, Lu J, Cui C, Zhao S, Cao X, Ye W, Wang Z.
 2023 UAI Mitigating Transformer Overconfidence via Lipschitz Regularization
Ye W, Ma Y, Cao X, Tang K.
 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.
 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.
 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.
 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.