A Dynamic Network and Representation LearningApproach for Quantifying Economic Growth fromSatellite Imagery. - Jiqian Dong; Gopaljee Atulya; Kartikeya Bhardwaj; Radu Marculescu (CoRR, 2018)

Spatio-weighted information fusion and DRL-based control for connected autonomous vehicles. - Jiqian Dong; Sikai Chen; Yujie Li 006; Paul Young Joun Ha; Runjia Du; Aaron Steinfeld; Samuel Labi (ITSC, 2020)

Leveraging Vehicle Connectivity and Autonomy to Stabilize Flow in Mixed Traffic Conditions: Accounting for Human-driven Vehicle Driver Behavioral Heterogeneity and Perception-reaction Time Delay. - Yujie Li 006; Sikai Chen; Paul Young Joun Ha; Jiqian Dong; Aaron Steinfeld; Samuel Labi (CoRR, 2020)

Facilitating Connected Autonomous Vehicle Operations Using Space-weighted Information Fusion and Deep Reinforcement Learning Based Control. - Jiqian Dong; Sikai Chen; Yujie Li 006; Runjia Du; Aaron Steinfeld; Samuel Labi (CoRR, 2020)

Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion. - Paul Young Joun Ha; Sikai Chen; Jiqian Dong; Runjia Du; Yujie Li 006; Samuel Labi (CoRR, 2020)

A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network. - Jiqian Dong; Sikai Chen; Paul Young Joun Ha; Yujie Li 006; Samuel Labi (CoRR, 2020)

A Cooperative Control Framework for CAV Lane Change in a Mixed Traffic Environment. - Runjia Du; Sikai Chen; Yujie Li 006; Jiqian Dong; Paul Young Joun Ha; Samuel Labi (CoRR, 2020)

Using Empirical Trajectory Data to Design Connected Autonomous Vehicle Controllers for Traffic Stabilization. - Yujie Li 006; Sikai Chen; Runjia Du; Paul Young Joun Ha; Jiqian Dong; Samuel Labi (CoRR, 2020)

GAQ-EBkSP: A DRL-based Urban Traffic Dynamic Rerouting Framework using Fog-Cloud Architecture. - Runjia Du; Sikai Chen; Jiqian Dong; Paul Young Joun Ha; Samuel Labi (ISC2, 2021)

Image transformer for explainable autonomous driving system. - Jiqian Dong; Sikai Chen; Shuya Zong; Tiantian Chen; Samuel Labi (ITSC, 2021)

A Cooperative Crash Avoidance Framework for Autonomous Vehicle under Collision-Imminent Situations in Mixed Traffic Stream. - Runjia Du; Sikai Chen; Yujie Li 006; Paul Young Joun Ha; Jiqian Dong; Panagiotis Ch. Anastasopoulos; Samuel Labi (ITSC, 2021)

Graph neural network and reinforcement learning for multi-agent cooperative control of connected autonomous vehicles. - Sikai Chen; Jiqian Dong; Paul Young Joun Ha; Yujie Li 006; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2021)

Urban traffic dynamic rerouting framework: A DRL-based model with fog-cloud architecture. - Runjia Du; Sikai Chen; Jiqian Dong; Tiantian Chen; Xiaowen Fu; Samuel Labi (CoRR, 2021)

Addressing crash-imminent situations caused by human driven vehicle errors in a mixed traffic stream: a model-based reinforcement learning approach for CAV. - Jiqian Dong; Sikai Chen; Samuel Labi (CoRR, 2021)

Development and testing of an image transformer for explainable autonomous driving systems. - Jiqian Dong; Sikai Chen; Shuya Zong; Tiantian Chen; Mohammad Miralinaghi; Samuel Labi (CoRR, 2021)

Reason induced visual attention for explainable autonomous driving. - Sikai Chen; Jiqian Dong; Runjia Du; Yujie Li 006; Samuel Labi (CoRR, 2021)

LiDAR-based Cooperative Relative Localization. - Jiqian Dong; Qi Chen 018; Deyuan Qu; Hongsheng Lu; Akila Ganlath; Qing Yang 003; Sikai Chen; Samuel Labi (IV, 2023)

Transfusor: Transformer Diffusor for Controllable Human-like Generation of Vehicle Lane Changing Trajectories. - Jiqian Dong; Sikai Chen; Samuel Labi (CoRR, 2023)

Deep Reinforcement Learning Based Framework for Mobile Energy Disseminator Dispatching to Charge On-the-Road Electric Vehicles. - Jiaming Wang; Jiqian Dong; Sikai Chen; Shreyas Sundaram; Samuel Labi (CoRR, 2023)

Dynamic urban traffic rerouting with fog-cloud reinforcement learning. - Runjia Du; Sikai Chen; Jiqian Dong; Tiantian Chen; Xiaowen Fu; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2024)

Generative Models in Decision Making: A Survey. - Yinchuan Li; Xinyu Shao; Jianping Zhang; Haozhi Wang; Leo Maxime Brunswic; Kaiwen Zhou; Jiqian Dong; Kaiyang Guo; Xiu Li 001; Zhitang Chen; Jun Wang 012; Jianye Hao (CoRR, 2025)