Zhenliang Ma

35 papers Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
SemaPop: Semantic-Persona Conditioned Population Synthesis.
CoRR
Zhenlin Qin, Yancheng Ling, Leizhen Wang, Francisco Câmara Pereira, Zhenliang Ma
2025 — conf
'Mind the Gap': Evaluation Tool for the Implementation of Personalization in Passenger Information Systems.
HCI (83)
Michelle T. van Ardenne, Matej Cebecauer, Oded Cats, Zhenliang Ma
2025 J jnl
A Comprehensive Evaluation Framework for Synthetic Trip Data Generation in Public Transport.
CoRR
Yuanyuan Wu, Zhenlin Qin, Zhenliang Ma
2025 J jnl
Chat2SPaT: A Large Language Model Based Tool for Automating Traffic Signal Control Plan Management.
CoRR
Yue Wang, Miao Zhou, Guijing Huang, Rui Zhuo, Chao Yi, Zhenliang Ma
2025 J jnl
EvolveSignal: A Large Language Model Powered Coding Agent for Discovering Traffic Signal Control Algorithms.
CoRR
Leizhen Wang, Peibo Duan, Hao Wang, Yue Wang, Jian Xu, Nan Zheng, Zhenliang Ma
2025 J jnl
Group Effect Enhanced Generative Adversarial Imitation Learning for Individual Travel Behavior Modeling under Incentives.
CoRR
Yuanyuan Wu, Zhenlin Qin, Leizhen Wang, Xiaolei Ma, Zhenliang Ma
2025 J jnl
Reinforcement Learning-based Sequential Route Recommendation for System-Optimal Traffic Assignment.
CoRR
Leizhen Wang, Peibo Duan, Cheng Lyu, Zhenliang Ma
2025 J jnl
RouteKG: A Knowledge Graph-Based Framework for Route Prediction on Road Networks.
IEEE Trans. Intell. Transp. Syst.
Yihong Tang, Zhan Zhao, Weipeng Deng, Shuyu Lei, Yuebing Liang, Zhenliang Ma
2025 — conf
Scalable and Reliable Multi-Agent Reinforcement Learning for Traffic Assignment.
ITSC
Leizhen Wang, Peibo Duan, Cheng Lyu, Zewen Wang, Nan Zheng, Zhenliang Ma
2025 J jnl
Scalable and Reliable Multi-agent Reinforcement Learning for Traffic Assignment.
CoRR
Leizhen Wang, Peibo Duan, Cheng Lyu, Zewen Wang, Zhiqiang He, Nan Zheng, Zhenliang Ma
2025 J jnl
TransGTE: a transformer-based model with geographical trajectory embedding for the individual trip destination prediction.
Expert Syst. Appl.
Zhenlin Qin, Pengfei Zhang, Qi Zhang, Kun Gao, Zhenliang Ma
2024 J jnl
A Reverse Auction-Based Individualized Incentive System for Transit Mobility Management.
IEEE Trans. Intell. Transp. Syst.
Wenhua Jiang, Haris N. Koutsopoulos, Zhenliang Ma
2024 J jnl
AI-Driven Day-to-Day Route Choice.
CoRR
Leizhen Wang, Peibo Duan, Zhengbing He, Cheng Lyu, Xin Chen, Nan Zheng, Li Yao, Zhenliang Ma
2024 J jnl
Dynamic Recursive Logit Model for Vehicle Driving Route Choices and Path Inference With Incomplete Fixed Location Sensor Data.
IEEE Trans. Intell. Transp. Syst.
Yuchen Song, Dawei Li, Zhenliang Ma, Tong Zhang, Dongjie Liu, Chongqi He
2024 J jnl
MuGIL: A Multi-Graph Interaction Learning Network for Multi-Task Traffic Prediction.
Knowl. Based Syst.
Shuai Liu, Haiyang Yu, Han Jiang, Zhenliang Ma, Zhiyong Cui, Yilong Ren
2024 J jnl
PedAST-GCN: Fast Pedestrian Crossing Intention Prediction Using Spatial-Temporal Attention Graph Convolution Networks.
IEEE Trans. Intell. Transp. Syst.
Yancheng Ling, Zhenliang Ma, Qi Zhang, Bangquan Xie, Xiaoxiong Weng
2024 J jnl
SA-BiGCN: Bi-Stream Graph Convolution Networks With Spatial Attentions for the Eye Contact Detection in the Wild.
IEEE Trans. Intell. Transp. Syst.
Yancheng Ling, Zhenliang Ma, Bangquan Xie, Qi Zhang, Xiaoxiong Weng
2024 J jnl
Traffic Signal Phase and Timing Estimation Using Trajectory Data From Radar Vision Integrated Camera.
IEEE Trans. Intell. Transp. Syst.
Wenkai Zhou, Yue Wang, Ming Liu, Tenghui Liu, Pengfei Zhang, Zhenliang Ma
2023 J jnl
An Unsupervised Learning Approach for Robust Denied Boarding Probability Estimation Using Smart Card and Operation Data in Urban Railways.
IEEE Intell. Transp. Syst. Mag.
Kerem Sinan Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
2023 J jnl
An integrated ride-matching and vehicle-rebalancing model for shared mobility on-demand services.
Comput. Oper. Res.
Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
2023 — conf
Deep Reinforcement Learning Based Traffic Signal Control: A Comparative Analysis.
ANT/EDI40
Chunliang Wu, Inhi Kim, Zhenliang Ma
2023 J jnl
DeepTrip: A Deep Learning Model for the Individual Next Trip Prediction With Arbitrary Prediction Times.
IEEE Trans. Intell. Transp. Syst.
Pengfei Zhang, Haris N. Koutsopoulos, Zhenliang Ma
2023 J jnl
Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach.
Transp. Sci.
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
2023 J jnl
RouteKG: A knowledge graph-based framework for route prediction on road networks.
CoRR
Yihong Tang, Weipeng Deng, Shuyu Lei, Yuebing Liang, Zhenliang Ma, Zhan Zhao
2023 — conf
STMA-GCN_PedCross: Skeleton Based Spatial-Temporal Graph Convolution Networks with Multiple Attentions for Fast Pedestrian Crossing Intention Prediction.
ITSC
Yancheng Ling, Qi Zhang, Xiaoxiong Weng, Zhenliang Ma
2023 J jnl
User-station attention inference using smart card data: a knowledge graph assisted matrix decomposition model.
Appl. Intell.
Qi Zhang, Zhenliang Ma, Pengfei Zhang, Erik Jenelius, Xiaolei Ma, Yuanqiao Wen
2022 J jnl
An Integrated Ride-Matching Model for Shared Mobility on Demand Services.
CoRR
Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
2022 J jnl
Deep learning for short-term origin-destination passenger flow prediction under partial observability in urban railway systems.
Neural Comput. Appl.
Wenhua Jiang, Zhenliang Ma, Haris N. Koutsopoulos
2022 J jnl
Dynamic Interlining in Bus Operations.
CoRR
Seyedmostafa Zahedi, Haris N. Koutsopoulos, Zhenliang Ma
2022 — conf
Real-time Train Arrival Time Prediction at Multiple Stations and Arbitrary Times.
ITSC
Kahyong Tiong, Zhenliang Ma, Carl-William Palmqvist
2020 J jnl
Assignment-based Path Choice Estimation for Metro Systems Using Smart Card Data.
CoRR
Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
2020 — conf
Multi-Agent Reinforcement Learning for Traffic Signal Control: Algorithms and Robustness Analysis.
ITSC
Chunliang Wu, Zhenliang Ma, Inhi Kim
2020 J jnl
Near-on-Demand Mobility. The Benefits of User Flexibility for Ride-Pooling Services.
CoRR
Zhenliang Ma, Haris N. Koutsopoulos
2020 — conf
Revealing Mobility Regularities in Urban Rail Systems.
ANT/EDI40
Wenhua Jiang, Zhenliang Ma, Inhi Kim, Seonha Lee
2020 J jnl
Short-Term Passenger Flow Prediction With Decomposition in Urban Railway Systems.
IEEE Access
Yangyang Zhao, Zhenliang Ma, Yi Yang, Wenhua Jiang, Xinguo Jiang