← Search

Juntong Peng

3 accepted papers

2025

On-Board Vision-Language Models (VLMs) for Personalized Motion Control of Autonomous Vehicles

IROS 2025

Personalized driving refers to an autonomous vehicle’s ability to adapt its driving behavior or control strategies to match individual users’ preferences and driving styles while maintaining safety and comfort standards. However, existing works either fail to capture every individual’s preference pr

Cited by 1SourceScholar
2024

Communication-Efficient Collaborative Perception via Information Filling with Codebook

CVPR 2024poster

Collaborative perception empowers each agent to improve its perceptual ability through the exchange of perceptual messages with other agents. It inherently results in a fundamental trade-off between perception ability and communication cost. To address this bottleneck issue our core idea is to optim…