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Yiru Liu

Tongji University

1239 Siping Road

Shanghai, 200092

China

SCHOLARLY PAPERS

3

DOWNLOADS

132

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Cooperative or Competitive? Resolving Social Dilemmas in Autonomous Vehicles through Evolutionary Game Theory

Number of pages: 14 Posted: 22 Oct 2025
Rui Li, Yiru Liu, Ye Tian and Jian Sun
Tongji University, Tongji University, Tongji University and Tongji University
Downloads 73 (867,774)

Abstract:

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Driving behavior, autonomous driving, social interaction, Evolutionary game theory

2.

Physics-Informed Interaction Modeling for Warning Targeting in Multi-Risk Driving Scenarios

Number of pages: 22 Posted: 07 Feb 2026
Tongji University, Tongji University, Tongji University, Tongji University, Tongji University and Tongji University
Downloads 51 (1,097,529)

Abstract:

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Driver assistance warning, Human-Machine Interface, Physics-Informed Deep Learning, Interaction awareness, Driver-in-the-loop, virtual reality

3.

From Human Semantics to Executable Control: Driving Behavior Graph for Automated Emergency Maneuvering

Number of pages: 25 Posted: 17 Jun 2026
Tongji University, Tongji University, Tongji University, University of Wisconsin-Madison, affiliation not provided to SSRN and Tongji University
Downloads 8

Abstract:

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Autonomous Vehicles, Emergency Maneuver, Human Behavior Modeling, Driving Behavior Graph, Human-in-the-Loop Simulation