Runjia Du

15 papers C 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Driver Digital Twin for Online Recognition of Distracted Driving Behaviors.
IEEE Trans. Intell. Veh.
Yunsheng Ma, Runjia Du, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Ziran Wang
2024 J jnl
Dynamic urban traffic rerouting with fog-cloud reinforcement learning.
Comput. Aided Civ. Infrastructure Eng.
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi
2023 C conf
Driver Monitoring-Based Lane-Change Prediction: A Personalized Federated Learning Framework.
IV
Runjia Du, Kyungtae Han, Rohit Gupta, Sikai Chen, Samuel Labi, Ziran Wang
2023 J jnl
PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information.
CoRR
Runjia Du, Pei Li, Sikai Chen, Samuel Labi
2022 J jnl
Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning.
Comput.
Paul Young Joun Ha, Sikai Chen, Runjia Du, Samuel Labi
2021 — conf
A Cooperative Crash Avoidance Framework for Autonomous Vehicle under Collision-Imminent Situations in Mixed Traffic Stream.
ITSC
Runjia Du, Sikai Chen, Yujie Li, Paul Young Joun Ha, Jiqian Dong, Panagiotis Ch. Anastasopoulos, Samuel Labi
2021 — conf
GAQ-EBkSP: A DRL-based Urban Traffic Dynamic Rerouting Framework using Fog-Cloud Architecture.
ISC2
Runjia Du, Sikai Chen, Jiqian Dong, Paul Young Joun Ha, Samuel Labi
2021 J jnl
Reason induced visual attention for explainable autonomous driving.
CoRR
Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi
2021 J jnl
Scalable Traffic Signal Controls using Fog-Cloud Based Multiagent Reinforcement Learning.
CoRR
Paul Young Joun Ha, Sikai Chen, Runjia Du, Samuel Labi
2021 J jnl
Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture.
CoRR
Runjia Du, Sikai Chen, Jiqian Dong, Tiantian Chen, Xiaowen Fu, Samuel Labi
2020 J jnl
A Cooperative Control Framework for CAV Lane Change in a Mixed Traffic Environment.
CoRR
Runjia Du, Sikai Chen, Yujie Li, Jiqian Dong, Paul Young Joun Ha, Samuel Labi
2020 J jnl
Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control.
CoRR
Jiqian Dong, Sikai Chen, Yujie Li, Runjia Du, Aaron Steinfeld, Samuel Labi
2020 J jnl
Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion.
CoRR
Paul Young Joun Ha, Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi
2020 — conf
Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles.
ITSC
Jiqian Dong, Sikai Chen, Yujie Li, Paul Young Joun Ha, Runjia Du, Aaron Steinfeld, Samuel Labi
2020 J jnl
Using Empirical Trajectory Data to Design Connected Autonomous Vehicle Controllers for Traffic Stabilization.
CoRR
Yujie Li, Sikai Chen, Runjia Du, Paul Young Joun Ha, Jiqian Dong, Samuel Labi