activity
20242026
most citedIntegrating Multi-Modal Sensors: A Review of Fusion Techniques for Intelligent Vehicles

24 citations · 26 across the 5 of their papers we have counts for

collaborators

5 papers

cs.LG2026

VISTA-DZ: Visual Semantic Trajectory Adaptation for Personalized Dilemma Zone Prediction

Chuheng Wei, Ziye Qin, Ziran Wang +1

Driver decision making in the dilemma zone at signalized intersections is safety critical, as vehicles approaching a yellow signal must decide whether to stop or proceed within lim…

cs.CV2025★ 1 cited

HeCoFuse: Cross-Modal Complementary V2X Cooperative Perception with Heterogeneous Sensors

Chuheng Wei, Ziye Qin, Walter Zimmer +2

Real-world Vehicle-to-Everything (V2X) cooperative perception systems often operate under heterogeneous sensor configurations due to cost constraints and deployment variability acr…

cs.CV2025★ 24 cited

Integrating Multi-Modal Sensors: A Review of Fusion Techniques for Intelligent Vehicles

Chuheng Wei, Ziye Qin, Ziyan Zhang +2

Multi-sensor fusion plays a critical role in enhancing perception for autonomous driving, overcoming individual sensor limitations, and enabling comprehensive environmental underst…

cs.CV2025

PDB: Not All Drivers Are the Same -- A Personalized Dataset for Understanding Driving Behavior

Chuheng Wei, Ziye Qin, Siyan Li +8

Driving behavior varies across individuals, yet most existing driving datasets do not preserve driver identity or control for factors that may affect driving style. We introduce th…

cs.AI2024★ 1 cited

Investigating Personalized Driving Behaviors in Dilemma Zones: Analysis and Prediction of Stop-or-Go Decisions

Ziye Qin, Siyan Li, Guoyuan Wu +4

Dilemma zones at signalized intersections present a commonly occurring but unsolved challenge for both drivers and traffic operators. Onsets of the yellow lights prompt varied resp…