Revealing Mobility Regularities in Urban Rail Systems. - Wenhua Jiang; Zhenliang Ma; Inhi Kim; Seonha Lee (ANT/EDI40, 2020)

Multi-Agent Reinforcement Learning for Traffic Signal Control: Algorithms and Robustness Analysis. - Chunliang Wu; Zhenliang Ma; Inhi Kim (ITSC, 2020)

Short-Term Passenger Flow Prediction With Decomposition in Urban Railway Systems. - Yangyang Zhao; Zhenliang Ma; Yi Yang 082; Wenhua Jiang; Xinguo Jiang (IEEE Access, 2020)

Assignment-based Path Choice Estimation for Metro Systems Using Smart Card Data. - Baichuan Mo; Zhenliang Ma; Haris N. Koutsopoulos; Jinhua Zhao (CoRR, 2020)

Near-on-Demand Mobility. The Benefits of User Flexibility for Ride-Pooling Services. - Zhenliang Ma; Haris N. Koutsopoulos (CoRR, 2020)

Real-time Train Arrival Time Prediction at Multiple Stations and Arbitrary Times. - Kahyong Tiong; Zhenliang Ma; Carl-William Palmqvist (ITSC, 2022)

Dynamic Interlining in Bus Operations. - Seyedmostafa Zahedi; Haris N. Koutsopoulos; Zhenliang Ma (CoRR, 2022)

An Integrated Ride-Matching Model for Shared Mobility on Demand Services. - Kerem Tuncel; Haris N. Koutsopoulos; Zhenliang Ma (CoRR, 2022)

Deep learning for short-term origin-destination passenger flow prediction under partial observability in urban railway systems. - Wenhua Jiang; Zhenliang Ma; Haris N. Koutsopoulos (Neural Comput. Appl., 2022)

Deep Reinforcement Learning Based Traffic Signal Control: A Comparative Analysis. - Chunliang Wu; Inhi Kim; Zhenliang Ma (ANT/EDI40, 2023)

STMA-GCN_PedCross: Skeleton Based Spatial-Temporal Graph Convolution Networks with Multiple Attentions for Fast Pedestrian Crossing Intention Prediction. - Yancheng Ling; Qi Zhang; Xiaoxiong Weng; Zhenliang Ma (ITSC, 2023)

RouteKG: A knowledge graph-based framework for route prediction on road networks. - Yihong Tang; Weipeng Deng; Shuyu Lei; Yuebing Liang; Zhenliang Ma; Zhan Zhao (CoRR, 2023)

An Unsupervised Learning Approach for Robust Denied Boarding Probability Estimation Using Smart Card and Operation Data in Urban Railways. - Kerem Sinan Tuncel; Haris N. Koutsopoulos; Zhenliang Ma (IEEE Intell. Transp. Syst. Mag., 2023)

Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach. - Baichuan Mo; Zhenliang Ma; Haris N. Koutsopoulos; Jinhua Zhao (Transp. Sci., 2023)

DeepTrip: A Deep Learning Model for the Individual Next Trip Prediction With Arbitrary Prediction Times. - Pengfei Zhang; Haris N. Koutsopoulos; Zhenliang Ma (IEEE Trans. Intell. Transp. Syst., 2023)

User-station attention inference using smart card data: a knowledge graph assisted matrix decomposition model. - Qi Zhang 086; Zhenliang Ma; Pengfei Zhang; Erik Jenelius; Xiaolei Ma; Yuanqiao Wen (Appl. Intell., 2023)

An integrated ride-matching and vehicle-rebalancing model for shared mobility on-demand services. - Kerem Tuncel; Haris N. Koutsopoulos; Zhenliang Ma (Comput. Oper. Res., 2023)

AI-Driven Day-to-Day Route Choice. - Leizhen Wang; Peibo Duan; Zhengbing He; Cheng Lyu; Xin Chen; Nan Zheng; Li Yao; Zhenliang Ma (CoRR, 2024)

MuGIL: A Multi-Graph Interaction Learning Network for Multi-Task Traffic Prediction. - Shuai Liu; Haiyang Yu 002; Han Jiang 003; Zhenliang Ma; Zhiyong Cui; Yilong Ren (Knowl. Based Syst., 2024)

SA-BiGCN: Bi-Stream Graph Convolution Networks With Spatial Attentions for the Eye Contact Detection in the Wild. - Yancheng Ling; Zhenliang Ma; Bangquan Xie; Qi Zhang 086; Xiaoxiong Weng (IEEE Trans. Intell. Transp. Syst., 2024)

PedAST-GCN: Fast Pedestrian Crossing Intention Prediction Using Spatial-Temporal Attention Graph Convolution Networks. - Yancheng Ling; Zhenliang Ma; Qi Zhang 086; Bangquan Xie; Xiaoxiong Weng (IEEE Trans. Intell. Transp. Syst., 2024)

A Reverse Auction-Based Individualized Incentive System for Transit Mobility Management. - Wenhua Jiang; Haris N. Koutsopoulos; Zhenliang Ma (IEEE Trans. Intell. Transp. Syst., 2024)

Traffic Signal Phase and Timing Estimation Using Trajectory Data From Radar Vision Integrated Camera. - Wenkai Zhou; Yue Wang 111; Ming Liu; Tenghui Liu; Pengfei Zhang; Zhenliang Ma (IEEE Trans. Intell. Transp. Syst., 2024)

Dynamic Recursive Logit Model for Vehicle Driving Route Choices and Path Inference With Incomplete Fixed Location Sensor Data. - Yuchen Song; Dawei Li 013; Zhenliang Ma; Tong Zhang; Dongjie Liu; Chongqi He (IEEE Trans. Intell. Transp. Syst., 2024)

TransGTE: a transformer-based model with geographical trajectory embedding for the individual trip destination prediction. - Zhenlin Qin; Pengfei Zhang; Qi Zhang 086; Kun Gao; Zhenliang Ma (Expert Syst. Appl., 2025)

Reinforcement Learning-based Sequential Route Recommendation for System-Optimal Traffic Assignment. - Leizhen Wang; Peibo Duan; Cheng Lyu; Zhenliang Ma (CoRR, 2025)

Scalable and Reliable Multi-agent Reinforcement Learning for Traffic Assignment. - Leizhen Wang; Peibo Duan; Cheng Lyu; Zewen Wang; Zhiqiang He; Nan Zheng; Zhenliang Ma (CoRR, 2025)

Chat2SPaT: A Large Language Model Based Tool for Automating Traffic Signal Control Plan Management. - Yue Wang; Miao Zhou; Guijing Huang; Rui Zhuo; Chao Yi; Zhenliang Ma (CoRR, 2025)