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Mengru Ma
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Journal Articles
- 2025
- [j14]Wenping Ma
, Chuang Chen
, Mengru Ma
, Hekai Zhang
, Hao Zhu
, Licheng Jiao
:
An Adaptive Dual-Supervised Cross-Deep Dependency Network for Pixel-Wise Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j13]Wenping Ma, Yanshan Guo, Hao Zhu, Wenhao Zhao, Mengru Ma, Yue Wu, Licheng Jiao:
Dual-Path Prototype Feature Decoupling Alignment Network for Panchromatic and Multispectral Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-13 (2025) - [j12]Wenping Ma, Xiaoting Yang, Hao Zhu, Xiaoteng Wang, Biao Hou, Mengru Ma, Yue Wu:
Dense-Weak Ship Detection Based on Foreground-Guided Background Generation Network in SAR Images. IEEE Trans. Geosci. Remote. Sens. 63: 1-16 (2025) - [j11]Mengru Ma
, Jiaxuan Zhao
, Wenping Ma
, Licheng Jiao
, Lingling Li
, Xu Liu
, Fang Liu
, Shuyuan Yang
:
A Mamba-Aware Spatial-Spectral Cross-Modal Network for Remote Sensing Classification. IEEE Trans. Geosci. Remote. Sens. 63: 1-15 (2025) - [j10]Licheng Jiao
, Mengru Ma
, Pei He
, Xueli Geng
, Xu Liu
, Fang Liu
, Wenping Ma
, Shuyuan Yang
, Biao Hou
, Xu Tang:
Brain-Inspired Learning, Perception, and Cognition: A Comprehensive Review. IEEE Trans. Neural Networks Learn. Syst. 36(4): 5921-5941 (2025) - 2024
- [j9]Mengru Ma
, Wenping Ma
, Licheng Jiao
, Xu Liu
, Fang Liu
, Lingling Li
, Shuyuan Yang
:
MBSI-Net: Multimodal Balanced Self-Learning Interaction Network for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 34(5): 3819-3833 (2024) - [j8]Jiaxuan Zhao
, Licheng Jiao
, Chao Wang
, Xu Liu
, Fang Liu
, Lingling Li
, Mengru Ma
, Shuyuan Yang
:
Knowledge Guided Evolutionary Transformer for Remote Sensing Scene Classification. IEEE Trans. Circuits Syst. Video Technol. 34(10): 10368-10384 (2024) - [j7]Wenping Ma
, Hekai Zhang
, Mengru Ma
, Chuang Chen, Biao Hou
:
ISSP-Net: An Interactive Spatial-Spectral Perception Network for Multimodal Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j6]Wenping Ma
, Mengru Ma
, Licheng Jiao
, Fang Liu
, Hao Zhu
, Xu Liu
, Shuyuan Yang
, Biao Hou
:
An Adaptive Migration Collaborative Network for Multimodal Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(8): 10935-10949 (2024) - 2023
- [j5]Mengru Ma
, Wenping Ma, Licheng Jiao
, Xu Liu, Lingling Li, Zhixi Feng, Fang Liu, Shuyuan Yang:
A multimodal hyper-fusion transformer for remote sensing image classification. Inf. Fusion 96: 66-79 (2023) - [j4]Licheng Jiao
, Zhongjian Huang
, Xu Liu
, Yuting Yang
, Mengru Ma
, Jiaxuan Zhao
, Chao You
, Biao Hou, Shuyuan Yang
, Fang Liu
, Wenping Ma
, Lingling Li
, Puhua Chen
, Zhixi Feng
, Xu Tang
, Yuwei Guo
, Xiangrong Zhang
, Dou Quan
, Shuang Wang
, Weibin Li
, Jing Bai
, Yangyang Li
, Ronghua Shang
, Jie Feng:
Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2992-3033 (2023) - 2022
- [j3]Mengru Ma
, Wenping Ma
, Licheng Jiao
, Xu Liu
, Fang Liu
, Lingling Li
, Shuyuan Yang
, Biao Hou:
Transfer Representation Learning Meets Multimodal Fusion Classification for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - 2021
- [j2]Hao Zhu, Mengru Ma
, Wenping Ma, Licheng Jiao
, Shikuan Hong, Jianchao Shen, Biao Hou:
A spatial-channel progressive fusion ResNet for remote sensing classification. Inf. Fusion 70: 72-87 (2021) - 2016
- [j1]Mingzheng Wang, Mengru Ma, Xiaohang Yue, Samar K. Mukhopadhyay:
A capacitated firm's pricing strategies for strategic consumers with different search costs. Ann. Oper. Res. 240(2): 731-760 (2016)
Conference and Workshop Papers
- 2022
- [c6]Mengru Ma, Yingjie Chen, Qingbin Yu, Zhongxin Du, Wei Ding:
MVideoIndex: Querying and Indexing of Geo-referenced Videos. HP3C 2022: 111-116 - [c5]Yingjie Chen, Mengru Ma, Qingbin Yu, Zhongxin Du, Wei Ding:
Road Bump Outlier Detection of Moving Videos Based on Domestic Kylin Operating System. HP3C 2022: 137-143 - [c4]Zhongxin Du
, Ye Qiu, Qingbin Yu, Yingjie Chen, Mengru Ma, Wei Ding:
Road extraction method of vehicle trajectory data based on geo-referenced videos. HP3C 2022: 156-162 - [c3]Wei Ding, Qingbin Yu, Zhongxin Du, Mengru Ma, Yingjie Chen:
Searching Top-K Similar Moving Videos. HP3C 2022: 168-174 - 2017
- [c2]Shaohui Zhang, Yuehao Yan, Wei Bao, Shuaiwen Guo, Jiandong Jiang, Mengru Ma:
Network topology identification algorithm based on adjacency matrix. ISGT Asia 2017: 1-5 - [c1]Shaohui Zhang, Yuehao Yan, Wei Bao, Mengru Ma, Jiandong Jiang, Shuaiwen Guo:
Method for generating switching operation sequence of distribution network in response to 10kV bus voltage loss. ISGT Asia 2017: 1-6
Informal and Other Publications
- 2025
- [i3]Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma:
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution. CoRR abs/2504.09507 (2025) - [i2]Henghui Ding, Chang Liu, Nikhila Ravi, Shuting He, Yunchao Wei, Song Bai, Philip Torr, Kehuan Song, Xinglin Xie, Kexin Zhang, Licheng Jiao, Lingling Li, Shuyuan Yang, Xuqiang Cao, Linnan Zhao, Jiaxuan Zhao, Fang Liu, Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma, Hao Fang, Runmin Cong, Xiankai Lu, Zhiyang Chen, Wei Zhang, Tianming Liang, Haichao Jiang, Wei-Shi Zheng, Jian-Fang Hu, Haobo Yuan, Xiangtai Li, Tao Zhang, Lu Qi, Ming-Hsuan Yang:
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild. CoRR abs/2504.11326 (2025) - [i1]Wenping Ma, Boyou Xue, Mengru Ma, Chuang Chen, Hekai Zhang, Hao Zhu:
A Diff-Attention Aware State Space Fusion Model for Remote Sensing Classification. CoRR abs/2504.16665 (2025)
Coauthor Index

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