activity
20242026
most citedFollowGen: A Scaled Noise Conditional Diffusion Model for Car-Following Trajectory Prediction

9 citations · 9 across the 6 of their papers we have counts for

collaborators

7 papers

cs.RO2026

V2X-WAM: A Cooperative World Action Model for End-to-End Autonomous Driving

Junwei You, Weizhe Tang, Can Wang +6

Vehicle-infrastructure cooperation can complement onboard sensing with broader and more informative observations of the traffic environment, providing valuable support for end-to-e…

cs.LG2026

Geometry-Aware Infrastructure-Anchored Denoiser for UWB Sensing and Work-Zone Reconstruction

Weizhe Tang, Jiaxi Liu, Junwei you +5

Accurate work-zone geometry perception is critical for intelligent transportation systems, and ultra-wideband sensing offers a low-cost approach for infrastructure-aided reconstruc…

cs.RO2026

V2I Work Zone Geometry Reconstruction with Pose-Conditioned UWB Range Denoising

Jiaxi Liu, Hangyu Li, Yang Cheng +7

Reliable work zone mapping is important for connected and autonomous vehicles (CAVs) to navigate safely and smoothly through work zone areas. Cone-mounted ultra-wideband (UWB) road…

cs.RO2026

V2X-QA: A Comprehensive Reasoning Dataset and Benchmark for Multimodal Large Language Models in Autonomous Driving Across Ego, Infrastructure, and Cooperative Views

Junwei You, Pei Li, Zhuoyu Jiang +7

Multimodal large language models (MLLMs) have shown strong potential for autonomous driving, yet existing benchmarks remain largely ego-centric and therefore cannot systematically…

cs.RO2026

HERMES: A Holistic End-to-End Risk-Aware Multimodal Embodied System with Vision-Language Models for Long-Tail Autonomous Driving

Weizhe Tang, Junwei You, Jiaxi Liu +7

End-to-end autonomous driving models increasingly benefit from large vision-language models for semantic understanding, yet safe and reliable planning under long-tail conditions re…

cs.AI2025

SRA-CP: Spontaneous Risk-Aware Selective Cooperative Perception

Jiaxi Liu, Chengyuan Ma, Hang Zhou +5

Cooperative perception (CP) offers significant potential to overcome the limitations of single-vehicle sensing by enabling information sharing among connected vehicles (CVs). Howev…

cs.CV2024★ 9 cited

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

Junwei You, Rui Gan, Weizhe Tang +9

Vehicle trajectory prediction is crucial for advancing autonomous driving and advanced driver assistance systems (ADAS). Although deep learning-based approaches - especially those…