Optimal Reconstruction Periods for Stochastically Deteriorating Infrastructures. - Raghu Pasupathy; Samuel Labi; Kumares C. Sinha (Comput. Aided Civ. Infrastructure Eng., 2007)

Decision support for optimal scheduling of highway pavement preventive maintenance within resurfacing cycle. - Geoffrey Lamptey; Samuel Labi; Zongzhi Li (Decis. Support Syst., 2008)

A Fuzzy Approach for Assessing Transportation Infrastructure Security. - Michelle S. Dojutrek; Samuel Labi; J. Eric Dietz (CSDM, 2014)

A Hybrid Pareto Frontier Generation Method for Trade-Off Analysis in Transportation Asset Management. - Qiang Bai; Anwaar Ahmed; Zongzhi Li; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2015)

Predicting Cost Escalation Pathways and Deviation Severities of Infrastructure Projects Using Risk-Based Econometric Models and Monte Carlo Simulation. - Abhishek Bhargava; Samuel Labi; Sikai Chen; Tariq Usman Saeed; Kumares C. Sinha (Comput. Aided Civ. Infrastructure Eng., 2017)

A Methodology to Account for One-Way Infrastructure Interdependency in Preservation Activity Scheduling. - Majed Alinizzi; Sikai Chen; Samuel Labi; Amr A. Kandil (Comput. Aided Civ. Infrastructure Eng., 2018)

An Integrated Optimization Model for Energy Saving in Metro Operations. - Jiaxiao Feng; Zhirui Ye; Chao Wang 033; Mingtao Xu; Samuel Labi (IEEE Trans. Intell. Transp. Syst., 2019)

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)

A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information. - Sikai Chen; Yue Leng; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2020)

Network-level scheduling of road construction projects considering user and business impacts. - Mohammad Miralinaghi; Wubeshet Woldemariam; Dulcy M. Abraham; Sikai Chen; Samuel Labi; Zhibin Chen (Comput. Aided Civ. Infrastructure Eng., 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)

Optimizing the selection and scheduling of multi-class projects using a Stackelberg framework. - Mohammad Miralinaghi; Sania Esmaeilzadeh Seilabi; Sikai Chen; Yu-Ting Hsu; Samuel Labi (Eur. J. Oper. Res., 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)

Methodology for analyzing the trade-offs associated with multi-objective optimization in transportation asset management under uncertainty. - Qiang Bai; Mohammad Miralinaghi; Samuel Labi; Kumares C. Sinha (Comput. Aided Civ. Infrastructure Eng., 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)

An influential journal elevating the civil engineering profession and raising its image in the engineering league. - 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)

Using UAVs for vehicle tracking and collision risk assessment at intersections. - Shuya Zong; Sikai Chen; Majed Alinizzi; Yujie Li 006; Samuel Labi (CoRR, 2021)

Towards Safer Transportation: a self-supervised learning approach for traffic video deraining. - Shuya Zong; Sikai Chen; 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)

Contract bundling considerations in urban road project scheduling. - Mohammad Miralinaghi; Amir Davatgari; Sania Esmaeilzadeh Seilabi; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2022)

Scalable Traffic Signal Controls Using Fog-Cloud Based Multiagent Reinforcement Learning. - Paul Young Joun Ha; Sikai Chen; Runjia Du; Samuel Labi (Comput., 2022)

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)

Driver Monitoring-Based Lane-Change Prediction: A Personalized Federated Learning Framework. - Runjia Du; Kyungtae Han; Rohit Gupta; Sikai Chen; Samuel Labi; Ziran Wang (IV, 2023)

A methodology for scheduling within-day roadway work zones using deep neural networks and active learning. - Mostafa Saneii; Ali Kazemeini; Sania Esmaeilzadeh Seilabi; Mohammad Miralinaghi; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 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)

PFL-LSTR: A privacy-preserving framework for driver intention inference based on in-vehicle and out-vehicle information. - Runjia Du; Pei Li; Sikai Chen; Samuel Labi (CoRR, 2023)

Weighted Branch Aggregation Based Deep Learning Model for Track Detection in Autonomous Racing. - Shreya Ghosh 003; Yi-Huan Chen; Ching-Hsiang Huang; Abu Shafin Mohammad Mahdee Jameel; Aly El Gamal; Samuel Labi (Tiny Papers @ ICLR, 2024)

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)

The Role of Engineering Ethics in Mitigating Corruption in Infrastructure Systems Delivery. - Seyedali Ghahari; Cesar Quiroz; Samuel Labi; Sue McNeil (Sci. Eng. Ethics, 2024)

Reinforcement learning-based approach for urban road project scheduling considering alternative closure types. - Sania Esmaeilzadeh Seilabi; Mostafa Saneii; M. Pourgholamali; Mohammad Miralinaghi; Samuel Labi (Comput. Aided Civ. Infrastructure Eng., 2025)

A Racing Dataset and Baseline Model for Track Detection in Autonomous Racing. - Shreya Ghosh 003; Yi-Huan Chen; Ching-Hsiang Huang; Abu Shafin Mohammad Mahdee Jameel; Chien Chou Ho; Aly El Gamal; Samuel Labi (CoRR, 2025)

VL-SAFE: Vision-Language Guided Safety-Aware Reinforcement Learning with World Models for Autonomous Driving. - Yansong Qu; Zilin Huang; Zihao Sheng; Jiancong Chen; Sikai Chen; Samuel Labi (CoRR, 2025)