Dongfang Ma

Full Professor, Institute of Marine information science and technology, Zhejiang University

Joined

November 2023

Names

Dongfang Ma (Preferred)

Emails

****@zju.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

ORCID

Career & Education History

Full Professor

Institute of Marine information science and technology, Zhejiang University (zju.edu.cn)

2022 – 2030

Advisors, Relations & Conflicts

Coworker

Yun Xu

2023 – Present

PhD Advisee

Zhaoyang Ma

2002 – Present

Expertise

Traffic signal control; Smart ocean

2022 – Present

Publications

OceanAgent: A small-scale multi-modal assistant for ocean exploration
Yun Xu, Yue Liu, Junpeng Shang, Jianmin Lin, Dongfang Ma
- Expert Syst. Appl. 2026
- Readers: Everyone
A Multitropical Cyclone Trajectory Prediction Method Based on Density Maps With Memory and Data Fusion
Dongfang Ma, Zhaoyang Ma, Chengying Wu, Jianmin Lin
- IEEE Trans. Artif. Intell. 2025
- Readers: Everyone
Robust Global Localization for Urban Autonomous Vehicles via 3D Geometric-Enhanced Visual Place Recognition
Junpeng Shang, Yue Liu, Yun Xu, Jun Xiao, Dongfang Ma
- IEEE Trans. Intell. Transp. Syst. 2025
- Readers: Everyone
A Centralized Reinforcement Learning-Based Method for Traffic Signal Optimization Using an Adaptive Sequential Decision
Chengrui Fan, Fujian Wang, Bin Zhou, Dongfang Ma
- IEEE Trans. Intell. Transp. Syst. 2025
- Readers: Everyone
Real-time pickup and delivery scheduling for inter-island logistics using waterborne AGVs
Huarong Zheng, Jianpeng Tian, Anqing Wang, Dongfang Ma
- Appl. Intell. 2025
- Readers: Everyone
Transit Signal Priority Strategy With Heterogeneous Graph-Based Deep Reinforcement Learning for Autonomous Public Transit Vehicles
Bin Zhou, Simon Hu, Yuanbo Yang, Xiaoxiang Na, José Escribano, Dongfang Ma, Sheng Jin, Bugao Zhang, Der-Horng Lee
- IEEE Trans. Intell. Veh. 2025
- Readers: Everyone
Panoramic Sea-Ice Map Construction for Polar Navigation Based on Multi-Perspective Images Projection and Camera Poses Rectification
Ruizhe Lu, Junpeng Shang, Jun Wu, Yihe Wang, Dongfang Ma
- IEEE Trans. Intell. Transp. Syst. 2025
- Readers: Everyone
Facilitating Noneyed Tropical Cyclone Center Location Utilizing Multiscale Extraction of Geopotential Height and Water Vapor Features
Zhaoyang Ma, Huan Tang, Jianmin Lin, Dongfang Ma
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
Eddy-SPIN: A Spatial Projection Inference Network for Oceanic Mesoscale Eddy Trajectory Prediction
Huan Tang, Yue Liu, Zhaoyang Ma, Shigeru Tabeta, Jianmin Lin, Dongfang Ma
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
A Two-Stage Reinforcement Learning Algorithm for AUV Path Planning Based on Trajectory Exploration and Sequence Modeling
Yue Liu, Huan Tang, Jiacheng Li, Yun Xu, Dongfang Ma
- IEEE Trans Autom. Sci. Eng. 2025
- Readers: Everyone

View all 18 publications

Co-Authors

View all 37 co-authors