马献平，男，博士（博士后），西南交通大学助理教授。主要从事遥感图像智能解译、多模态融合、域适应、视觉-语言大模型等研究方向。近五年来，以第一作者身份在国际遥感领域权威期刊和会议发表SCI论文10篇、国际会议论文2篇，其中包括ESI热点论文2篇、高被引论文7篇(含热点论文)，其余合作论文超过30篇。相关成果在谷歌学术上的总被引次数超1500次，其中被引超过100次的论文5篇，单篇最高被引390次。

现长期欢迎对上述研究方向感兴趣的科研实习本科生，共同探讨“AI+遥感”的新方向。（联系邮箱：mxp@swjtu.edu.cn）。

代表性论文：

X. Ma, Zhang, X., Pun, M. O., Liu, M. "A Multilevel Multimodal Fusion Transformer for Remote Sensing Semantic Segmentation", in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024 [中科院SCI 1区TOP，ESI热点论文，ESI 高被引论文]

X. Ma, X. Zhang and M. -O. Pun, "RS3Mamba: Visual State Space Model for Remote Sensing Image Semantic Segmentation," in IEEE Geoscience and Remote Sensing Letters, vol. 21, pp. 1-5, 2024, Art no. 6011405 [ESI热点论文，ESI 热点论文，ESI 高被引论文]

X. Ma, X. Zhang, M. -O. Pun, and B. Huang, "A Unified Framework with Multimodal Fine-tuning for Remote Sensing Semantic Segmentation," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-15, 2025 [中科院SCI 1区TOP，ESI 高被引论文]

X. Ma, Q. Wu, X. Zhao, X. Zhang, M. -O. Pun, and B. Huang, "SAM-Assisted Remote Sensing Imagery Semantic Segmentation with Object and Boundary Constraints," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024 [中科院SCI 1区TOP，ESI 高被引论文]

X. Ma, X. Zhang, X. Ding, M. -O. Pun, and S. Ma, "Decomposition-based Unsupervised Domain Adaptation for Remote Sensing Image Semantic Segmentation," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-18, 2024 [中科院SCI 1区TOP] 

X. Ma, X. Zhang, Z. Wang and M. -O. Pun, "Unsupervised Domain Adaptation Augmented by Mutually Boosted Attention for  Semantic Segmentation of VHR Remote Sensing Images," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-15, 2023 [中科院SCI 1区TOP，ESI 高被引论文]

Y. Wen*, X. Ma*（共同一作）, Zhang, X., Pun, M. O., Liu, M. "GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPM", in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024 [中科院SCI 1区TOP，ESI 高被引论文]

X. Ma, X. Zhang and M. -O. Pun, "A Crossmodal Multiscale Fusion Network for Semantic Segmentation of Remote Sensing Data," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 15, pp. 3463-3474, 2022 [ESI高被引论文]