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Dongfang Ma
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2020 – today
- 2026
[j49]Yun Xu, Yue Liu
, Junpeng Shang, Jianmin Lin
, Dongfang Ma
:
OceanAgent: A small-scale multi-modal assistant for ocean exploration. Expert Syst. Appl. 298: 129640 (2026)
[j48]Guanwen Xie
, Jingzehua Xu
, Ziqi Zhang, Xiangwang Hou
, Dongfang Ma
, Shuai Zhang
, Yong Ren
, Dusit Niyato
:
Is FISHER All You Need in the Multi-AUV Underwater Target Tracking Task? IEEE Trans. Mob. Comput. 25(2): 2091-2106 (2026)
[j47]Yue Liu, Yun Xu, Junpeng Shang, Dongfang Ma:
Adaptive region-weighted clustering with Jenks algorithm for underwater object segmentation. Vis. Comput. 42(2): 150 (2026)- 2025
[j46]Huarong Zheng, Jianpeng Tian, Anqing Wang, Dongfang Ma
:
Real-time pickup and delivery scheduling for inter-island logistics using waterborne AGVs. Appl. Intell. 55(7): 683 (2025)
[j45]Dongfang Ma
, Zhaoyang Ma
, Chengying Wu
, Jianmin Lin
:
A Multitropical Cyclone Trajectory Prediction Method Based on Density Maps With Memory and Data Fusion. IEEE Trans. Artif. Intell. 6(12): 3364-3376 (2025)
[j44]Yueyi Han, Huarong Zheng
, Weihao Ma, Baicheng Yan, Dongfang Ma
:
Integrated Scheduling of Automated Rail-Mounted Gantries and External Trucks in U-Shaped Container Terminals. IEEE Trans Autom. Sci. Eng. 22: 7394-7408 (2025)
[j43]Yue Liu
, Huan Tang, Jiacheng Li
, Yun Xu
, Dongfang Ma
:
A Two-Stage Reinforcement Learning Algorithm for AUV Path Planning Based on Trajectory Exploration and Sequence Modeling. IEEE Trans Autom. Sci. Eng. 22: 23671-23686 (2025)
[j42]Zhaoyang Ma
, Huan Tang
, Jianmin Lin
, Dongfang Ma
:
Facilitating Noneyed Tropical Cyclone Center Location Utilizing Multiscale Extraction of Geopotential Height and Water Vapor Features. IEEE Trans. Geosci. Remote. Sens. 63: 1-10 (2025)
[j41]Huan Tang
, Yue Liu, Zhaoyang Ma
, Shigeru Tabeta
, Jianmin Lin
, Dongfang Ma
:
Eddy-SPIN: A Spatial Projection Inference Network for Oceanic Mesoscale Eddy Trajectory Prediction. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025)
[j40]Ruizhe Lu
, Junpeng Shang
, Jun Wu, Yihe Wang, Dongfang Ma
:
Panoramic Sea-Ice Map Construction for Polar Navigation Based on Multi-Perspective Images Projection and Camera Poses Rectification. IEEE Trans. Intell. Transp. Syst. 26(3): 3417-3430 (2025)
[j39]Chengrui Fan
, Fujian Wang, Bin Zhou
, Dongfang Ma
:
A Centralized Reinforcement Learning-Based Method for Traffic Signal Optimization Using an Adaptive Sequential Decision. IEEE Trans. Intell. Transp. Syst. 26(9): 13201-13216 (2025)
[j38]Junpeng Shang
, Yue Liu, Yun Xu, Jun Xiao
, Dongfang Ma
:
Robust Global Localization for Urban Autonomous Vehicles via 3D Geometric-Enhanced Visual Place Recognition. IEEE Trans. Intell. Transp. Syst. 26(11): 18553-18567 (2025)
[j37]Bin Zhou
, Simon Hu
, Yuanbo Yang, Xiaoxiang Na, José Escribano, Dongfang Ma
, Sheng Jin
, Bugao Zhang, Der-Horng Lee
:
Transit Signal Priority Strategy With Heterogeneous Graph-Based Deep Reinforcement Learning for Autonomous Public Transit Vehicles. IEEE Trans. Intell. Veh. 10(3): 2174-2192 (2025)
[c8]Teng Guo, Dongfang Ma, Yun Xu, Zhaoyang Ma:
Hyp-OC: Exploiting Hyperbolic Distance Enhances Open-World Contrastive Learning. CSCWD 2025: 746-751
[c7]Zhuang Ming, Qishen Zhou, Xiaoxiang Na, Sheng Jin, Dongfang Ma, Simon Hu:
Impact of Eco-Driving on Traffic Performance at Signalized Intersections: Blockage and Spillover. ITSC 2025: 2187-2192
[c6]Kaiyao Xu, Bin Zhou, Zhenyang Zhang, Dongfang Ma, Ioannis Kaparias
, Simon Hu:
Cloud-Enabled Co-Optimization of Priority Vehicle Preemption and Traffic Signal Control with Deep Reinforcement Learning. MT-ITS 2025: 1-6
[d1]Dongfang Ma, Zhaoyang Ma, Jianmin Lin:
Dataset for article 'A Multi-tropical Cyclone Trajectory Prediction Method Based on a Density Map with Memory and Data Fusion'. IEEE DataPort, 2025
- 2024
[j36]Huan Tang
, Jianmin Lin
, Dongfang Ma
:
Direct prediction for oceanic mesoscale eddy geospatial distribution through prior statistical deep learning. Expert Syst. Appl. 249: 123737 (2024)
[j35]Dongfang Ma, Siyuan Zhou, Yueyi Han, Weihao Ma, Hongxun Huang:
Multi-objective ship weather routing method based on the improved NSGA-III algorithm. J. Ind. Inf. Integr. 38: 100570 (2024)
[j34]Zhaoyang Ma
, Yunfeng Yan
, Jianmin Lin
, Dongfang Ma
:
A Multiscale and Multilayer Feature Extraction Network With Dual Attention for Tropical Cyclone Intensity Estimation. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024)
[j33]Bin Zhou
, Qishen Zhou
, Simon Hu
, Dongfang Ma
, Sheng Jin
, Der-Horng Lee
:
Cooperative Traffic Signal Control Using a Distributed Agent-Based Deep Reinforcement Learning With Incentive Communication. IEEE Trans. Intell. Transp. Syst. 25(8): 10147-10160 (2024)
[j32]Zhaoyang Ma
, Jun Wu, Shuoren Wang, Yihe Wang, Dongfang Ma
:
A Multi-Task Network With Dynamic Segmentation for Sea Ice Classification in Arctic Shipping Route Optimization. IEEE Trans. Intell. Transp. Syst. 25(9): 11893-11905 (2024)
[j31]Dongfang Ma
, Xi Chen, Weihao Ma, Huarong Zheng
, Fengzhong Qu
:
Neural Network Model-Based Reinforcement Learning Control for AUV 3-D Path Following. IEEE Trans. Intell. Veh. 9(1): 893-904 (2024)
[i2]Jingzehua Xu, Guanwen Xie, Ziqi Zhang, Xiangwang Hou, Dongfang Ma, Shuai Zhang, Yong Ren, Dusit Niyato:
Is FISHER All You Need in The Multi-AUV Underwater Target Tracking Task? CoRR abs/2412.03959 (2024)- 2023
[j30]Weihao Ma, Yueyi Han, Huan Tang
, Dongfang Ma, Huarong Zheng, Yang Zhang:
Ship route planning based on intelligent mapping swarm optimization. Comput. Ind. Eng. 176: 108920 (2023)
[j29]Zhenyu Mei
, Daqin Wei, Wenchao Ding, Dianhai Wang, Dongfang Ma:
Multi-agent simulation for multi-mode travel policy to improve park and ride efficiency. Comput. Ind. Eng. 185: 109660 (2023)
[j28]Dongfang Ma
, Jiacheng Zhu, Xiang (Ben) Song
, Xin Wang
:
Traffic flow and speed forecasting through a Bayesian deep multi-linear relationship network. Expert Syst. Appl. 213(Part): 119161 (2023)
[j27]Weihao Ma, Jinfeng Zhang
, Yueyi Han, Tianyu Mao, Dongfang Ma, Bin Zhou, Mingzhang Chen:
A decision-making optimization model for ship energy system integrating emission reduction regulations and scheduling strategies. J. Ind. Inf. Integr. 35: 100506 (2023)
[j26]Dongfang Ma
, Bo Fang, Weihao Ma, Xiaodong Wu, Sheng Jin
:
Potential Routes Extraction for Urban Customized Bus Based on Vehicle Trajectory Clustering. IEEE Trans. Intell. Transp. Syst. 24(11): 11878-11888 (2023)- 2022
[j25]Weihao Ma
, Jinfeng Zhang
, Yueyi Han, Huarong Zheng, Dongfang Ma, Mingzhang Chen:
A chaos-coupled multi-objective scheduling decision method for liner shipping based on the NSGA-III algorithm. Comput. Ind. Eng. 174: 108732 (2022)
[j24]Junliang Yin
, Xiaowen Han, Yongxing Zhu
, Zhengwu Fang
, Derong Gao, Dongfang Ma:
Transcriptome Profiles of Circular RNAs in Common Wheat during Fusarium Head Blight Disease. Data 7(9): 121 (2022)
[j23]Chunbin Gu, Jiajun Bu, Xixi Zhou
, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan:
Cross-modal image retrieval with deep mutual information maximization. Neurocomputing 496: 166-177 (2022)
[j22]Huarong Zheng
, Wen Xu
, Dongfang Ma
, Fengzhong Qu
:
Dynamic Rolling Horizon Scheduling of Waterborne AGVs for Inter Terminal Transportation: Mathematical Modeling and Heuristic Solution. IEEE Trans. Intell. Transp. Syst. 23(4): 3853-3865 (2022)
[j21]Dongfang Ma
, Bin Zhou
, Xiang Song
, Hanwen Dai:
A Deep Reinforcement Learning Approach to Traffic Signal Control With Temporal Traffic Pattern Mining. IEEE Trans. Intell. Transp. Syst. 23(8): 11789-11800 (2022)- 2021
[j20]Dongfang Ma, Weihao Ma
, Shunfeng Hao, Sheng Jin, Fengzhong Qu
:
Ship's response to low-sulfur regulations: From the perspective of route, speed and refueling strategy. Comput. Ind. Eng. 155: 107140 (2021)
[j19]Dongfang Ma, Xiang Ben Song, Jiacheng Zhu, Weihao Ma
:
Input data selection for daily traffic flow forecasting through contextual mining and intra-day pattern recognition. Expert Syst. Appl. 176: 114902 (2021)
[j18]Licheng Qu, Jiao Lyu, Wei Li, Dongfang Ma, Haiwei Fan:
Features injected recurrent neural networks for short-term traffic speed prediction. Neurocomputing 451: 290-304 (2021)
[j17]Sheng Jin
, Jérémie Adjé Alagbé, Dongfang Ma
:
Drivers' Phone Use Behavior at Red Traffic Signals. IEEE Intell. Transp. Syst. Mag. 13(1): 169-180 (2021)
[j16]Dongfang Ma, Jiawang Xiao, Xiaolong Ma:
A decentralized model predictive traffic signal control method with fixed phase sequence for urban networks. J. Intell. Transp. Syst. 25(5): 455-468 (2021)
[j15]Dongfang Ma
, Xiang Song
, Pu Li
:
Daily Traffic Flow Forecasting Through a Contextual Convolutional Recurrent Neural Network Modeling Inter- and Intra-Day Traffic Patterns. IEEE Trans. Intell. Transp. Syst. 22(5): 2627-2636 (2021)
[j14]Dongfang Ma
, Jiawang Xiao, Xiang Song
, Xiaolong Ma, Sheng Jin
:
A Back-Pressure-Based Model With Fixed Phase Sequences for Traffic Signal Optimization Under Oversaturated Networks. IEEE Trans. Intell. Transp. Syst. 22(9): 5577-5588 (2021)
[c5]Dongfang Ma, Ximin Li, Shenghong Mou, Zhiyuan Cheng, Xiaoqian Yan, Ying Lu, Ruijian Yan, Shiyue Cao:
Prediction of chronic kidney disease risk using multimodal data. ICCDA 2021: 20-25
[c4]Chunbin Gu, Jiajun Bu, Zhen Zhang, Zhi Yu, Dongfang Ma, Wei Wang:
Image Search with Text Feedback by Deep Hierarchical Attention Mutual Information Maximization. ACM Multimedia 2021: 4600-4609
[i1]Chunbin Gu, Jiajun Bu, Xixi Zhou, Chengwei Yao, Dongfang Ma, Zhi Yu, Xifeng Yan:
Cross-modal Image Retrieval with Deep Mutual Information Maximization. CoRR abs/2103.06032 (2021)- 2020
[j13]Yiming Bie, Ruru Tang
, Zhiyuan Liu
, Dongfang Ma
:
Mixed Scheduling Strategy for High Frequency Bus Routes With Common Stops. IEEE Access 8: 34442-34454 (2020)
[j12]Sheng Jin
, Xiaoqin Luo, Dongfang Ma
:
Determining the Breakpoints of Fundamental Diagrams. IEEE Intell. Transp. Syst. Mag. 12(1): 74-90 (2020)
2010 – 2019
- 2019
[j11]Sheng Jin, Liang Xu, Cheng Xu, Dongfang Ma:
Lane width-based cellular automata model for mixed bicycle traffic flow. Comput. Aided Civ. Infrastructure Eng. 34(8): 696-712 (2019)
[j10]Licheng Qu, Wei Li, Wenjing Li, Dongfang Ma
, Yinhai Wang
:
Daily long-term traffic flow forecasting based on a deep neural network. Expert Syst. Appl. 121: 304-312 (2019)
[j9]Xiaoqin Luo, Dongfang Ma
, Sheng Jin
, Yue Gong, Dianhai Wang:
Queue Length Estimation for Signalized Intersections Using License Plate Recognition Data. IEEE Intell. Transp. Syst. Mag. 11(3): 209-220 (2019)
[c3]Haidong Cui, Zheng Feng, Dongfang Ma:
User Behavior Redibility Evaluation Model Based on AHP and Rough Set and Game Theory. BESC 2019: 1-6- 2018
[j8]Xiang Song
, Wenjing Li, Dongfang Ma
, Yezhou Wu, Daxiong Ji:
An Enhanced Clustering-Based Method for Determining Time-of-Day Breakpoints Through Process Optimization. IEEE Access 6: 29241-29253 (2018)
[j7]Daxiong Ji
, Zhi Deng, Shuo Li, Dongfang Ma
, Tao Wang
, Wei Song
, Shiqiang Zhu, Zhi Wang, Hongjun Pan, Sanjay Sharma
, Xu Yang:
A Novel Case of Practical Exponential Observer Using Extended Kalman Filter. IEEE Access 6: 58004-58011 (2018)
[j6]Ting Lu
, Zhongzhen Yang
, Dongfang Ma
, Sheng Jin
:
Bi-Level Programming Model for Dynamic Reversible Lane Assignment. IEEE Access 6: 71592-71601 (2018)
[j5]Dongfang Ma
, Bowen Sheng, Sheng Jin
, Xiaolong Ma, Peng Gao:
Short-Term Traffic Flow Forecasting by Selecting Appropriate Predictions Based on Pattern Matching. IEEE Access 6: 75629-75638 (2018)
[j4]Xiang Song, Wenjing Li, Dongfang Ma, Dianhai Wang, Licheng Qu, Yinhai Wang
:
A Match-Then-Predict Method for Daily Traffic Flow Forecasting Based on Group Method of Data Handling. Comput. Aided Civ. Infrastructure Eng. 33(11): 982-998 (2018)
[j3]Dongfang Ma
, Xiaoqin Luo, Sheng Jin
, Weiwei Guo, Dianhai Wang:
Estimating Maximum Queue Length for Traffic Lane Groups Using Travel Times from Video-Imaging Data. IEEE Intell. Transp. Syst. Mag. 10(3): 123-134 (2018)- 2017
[j2]Dongfang Ma
, Xiaoqin Luo, Sheng Jin
, Dianhai Wang, Weiwei Guo, Fujian Wang:
Lane-Based Saturation Degree Estimation for Signalized Intersections Using Travel Time Data. IEEE Intell. Transp. Syst. Mag. 9(3): 136-148 (2017)
[j1]Dianhai Wang, Xiaolong Ma, Dongfang Ma, Sheng Jin
:
A Novel Speed-Density Relationship Model Based on the Energy Conservation Concept. IEEE Trans. Intell. Transp. Syst. 18(5): 1179-1189 (2017)- 2015
[c2]Zhengbing He, Ailing Huang, Dongfang Ma, Ning Zhu
:
A Discrete-Flow Form of the Point-Queue Model. ITSC 2015: 1383-1387- 2014
[c1]Dongfang Ma, Dianhai Wang, Fengjie Fu, Xiaolong Ma, Sheng Jin:
Estimation of saturation degree for lane groups at signalized intersections using video imaging detection data. ITSC 2014: 774-779
Coauthor Index

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last updated on 2026-04-23 01:14 CEST by the dblp team
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