Junwei You

According to our database, Junwei You authored at least 10 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

V2X-REALM: Vision-Language Model-Based Robust End-to-End Cooperative Autonomous Driving with Adaptive Long-Tail Modeling.

Junwei You, Pei Li, Zhuoyu Jiang, Zilin Huang, Rui Gan, Haotian Shi, Bin Ran

CoRR, June, 2025

Planning Safety Trajectories with Dual-Phase, Physics-Informed, and Transportation Knowledge-Driven Large Language Models.

Rui Gan, Pei Li, Keke Long, Bocheng An, Junwei You, Keshu Wu, Bin Ran

CoRR, April, 2025

V2X-LLM: Enhancing V2X Integration and Understanding in Connected Vehicle Corridors.

Keshu Wu, Pei Li, Yang Zhou, Rui Gan, Junwei You, Yang Cheng, Jingwen Zhu, Steven T. Parker, Bin Ran, David A. Noyce, Zhengzhong Tu

CoRR, March, 2025

2024

Exploring Driving Behavior for Autonomous Vehicles Based on Gramian Angular Field Vision Transformer.

Junwei You, Ying Chen, Zhuoyu Jiang, Zhangchi Liu, Zilin Huang, Yifeng Ding, Bin Ran

IEEE Trans. Intell. Transp. Syst., November, 2024

VLM-RL: A Unified Vision Language Models and Reinforcement Learning Framework for Safe Autonomous Driving.

Zilin Huang, Zihao Sheng, Yansong Qu, Junwei You, Sikai Chen

CoRR, 2024

FollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction.

Junwei You, Rui Gan, Weizhe Tang, Zilin Huang, Jiaxi Liu, Zhuoyu Jiang, Haotian Shi, Keshu Wu, Keke Long, Sicheng Fu, Sikai Chen, Bin Ran

CoRR, 2024

Real-World Data Inspired Interactive Connected Traffic Scenario Generation.

Junwei You, Pei Li, Yang Cheng, Keshu Wu, Rui Gan, Steven T. Parker, Bin Ran

CoRR, 2024

V2X-VLM: End-to-End V2X Cooperative Autonomous Driving Through Large Vision-Language Models.

Junwei You, Haotian Shi, Zhuoyu Jiang, Zilin Huang, Rui Gan, Keshu Wu, Xi Cheng, Xiaopeng Li, Bin Ran

CoRR, 2024

Crossfusor: A Cross-Attention Transformer Enhanced Conditional Diffusion Model for Car-Following Trajectory Prediction.

Junwei You, Haotian Shi, Keshu Wu, Keke Long, Sicheng Fu, Sikai Chen, Bin Ran

CoRR, 2024

2020

A Genetic Algorithm-based AutoML Approach for Large-scale Traffic Speed Prediction.

Junwei You

Proceedings of the 5th IEEE International Conference on Intelligent Transportation Engineering, 2020