Mengru Ma

Postdoc, School of Artificial Intelligence, Xi'an University

Joined

November 2024

Names

Mengru Ma (Preferred)

Emails

****@stu.xidian.edu.cn (Confirmed)

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

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Postdoc

School of Artificial Intelligence, Xi'an University (xidian.edu.cn)

2024 – 2027

PhD student

School of Artificial Intelligence, Xi'an University (stu.xidian.edu.cn)

2021 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor

Fang Liu

2025 – 2027

PhD Advisor

Licheng Jiao

2021 – 2024

Expertise

Multimodal remote sensing image classification

2019 – 2025

Deep Learning

2019 – 2025

Publications

S3Diffuser: Frequency selected state space guided diffusion model for multimodal fusion classification
Jiaxuan Zhao, Licheng Jiao, Lingling Li, Mengru Ma, Xu Liu, Chao Wang, Fang Liu, Wenping Ma, Shuyuan Yang
- Inf. Fusion 2026
- Readers: Everyone
Video diffusion generation: comprehensive review and open problems
Wenping Ma, Xiaoting Yang, Licheng Jiao, Lingling Li, Xu Liu, Fang Liu, Puhua Chen, Yuting Yang, Mengru Ma, Long Sun, Ruohan Zhang, Xueli Geng, Yuwei Guo, Shuyuan Yang, Zhixi Feng
- Artif. Intell. Rev. 2025
- Readers: Everyone
SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop
Friedhelm Hamann, Emil Mededovic, Fabian Gülhan, Yue Wu, Johannes Stegmaier, Jing He, Yiqing Wang, Kexin Zhang, Lingling Li, Licheng Jiao, Mengru Ma, Hongxiang Huang, Yuhao Yan, Hongwei Ren, Xiaopeng Lin, Yulong Huang, Bojun Cheng, Se Hyun Lee, Gyu Sung Ham, Kanghan Oh et al. (4 additional authors not shown)
- CoRR 2025
- Readers: Everyone
Brain-Inspired Learning, Perception, and Cognition: A Comprehensive Review
Licheng Jiao, Mengru Ma, Pei He, Xueli Geng, Xu Liu, Fang Liu, Wenping Ma, Shuyuan Yang, Biao Hou, Xu Tang
- IEEE Trans. Neural Networks Learn. Syst. 2025
- Readers: Everyone
PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild
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 et al. (16 additional authors not shown)
- CoRR 2025
- Readers: Everyone
FVOS for MOSE Track of 4th PVUW Challenge: 3rd Place Solution
Mengjiao Wang, Junpei Zhang, Xu Liu, Yuting Yang, Mengru Ma
- CoRR 2025
- Readers: Everyone
SIS-Challenge: Event-Based Spatio-Temporal Instance Segmentation Challenge at the CVPR 2025 Event-Based Vision Workshop
Friedhelm Hamann, Emil Mededovic, Fabian Gülhan, Yue Wu, Johannes Stegmaier, Jing He, Yiqing Wang, Kexin Zhang, Lingling Li, Licheng Jiao, Mengru Ma, Hongxiang Huang, Yuhao Yan, Hongwei Ren, Xiaopeng Lin, Yulong Huang, Bojun Cheng, Se Hyun Lee, Gyu Sung Ham, Kanghan Oh et al. (4 additional authors not shown)
- ICCVW 2025
- Readers: Everyone
An Adaptive Dual-Supervised Cross-Deep Dependency Network for Pixel-Wise Classification
Wenping Ma, Chuang Chen, Mengru Ma, Hekai Zhang, Hao Zhu, Licheng Jiao
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
Dense-Weak Ship Detection Based on Foreground-Guided Background Generation Network in SAR Images
Wenping Ma, Xiaoting Yang, Hao Zhu, Xiaoteng Wang, Biao Hou, Mengru Ma, Yue Wu
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone
A Diff-Attention Aware State-Space Fusion Model for Remote Sensing Classification
Wenping Ma, Boyou Xue, Mengru Ma, Chuang Chen, Hekai Zhang, Hao Zhu
- IEEE Trans. Geosci. Remote. Sens. 2025
- Readers: Everyone

View all 28 publications

Co-Authors

View all 99 co-authors