Xianzheng Ma

According to our database, Xianzheng Ma authored at least 25 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation.

Ziyang Gong, Zhixiang Wei, Di Wang, Xiaoxing Hu, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Xue Yang, Naoto Yokoya, Jing Zhang, Bo Du, Junchi Yan, Liangpei Zhang

IEEE Trans. Pattern Anal. Mach. Intell., May, 2026

Do 3D Large Language Models Really Understand 3D Spatial Relationships?

Xianzheng Ma, Tao Sun, Shuai Chen, Yash Bhalgat, Jindong Gu, Angel X. Chang, Iro Armeni, Iro Laina, Songyou Peng, Victor Adrian Prisacariu

CoRR, March, 2026

See It, Say It, Sorted: An Iterative Training-Free Framework for Visually-Grounded Multimodal Reasoning in LVLMs.

Yongchang Zhang, Xianzheng Ma, Tianyi Liu, Guangquan Zhou, Yang Chen

CoRR, February, 2026

2025

Inferring Dynamic Physical Properties from Video Foundation Models.

Guanqi Zhan, Xianzheng Ma, Weidi Xie, Andrew Zisserman

CoRR, October, 2025

Robotic Visual Instruction.

Yanbang Li, Ziyang Gong, Haoyang Li, Xiaoqi Huang, Haolan Kang, Guangping Bai, Xianzheng Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

2024

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation.

Ziyang Gong, Zhixiang Wei, Di Wang, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Naoto Yokoya, Jing Zhang, Bo Du, Liangpei Zhang

CoRR, 2024

When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models.

Xianzheng Ma, Yash Bhalgat, Brandon Smart, Shuai Chen, Xinghui Li, Jian Ding, Jindong Gu, Dave Zhenyu Chen, Songyou Peng, Jia-Wang Bian, Philip H. S. Torr, Marc Pollefeys, Matthias Nießner, Ian D. Reid, Angel X. Chang, Iro Laina, Victor Adrian Prisacariu

CoRR, 2024

Unifying Image Processing as Visual Prompting Question Answering.

Yihao Liu, Xiangyu Chen, Xianzheng Ma, Xintao Wang, Jiantao Zhou, Yu Qiao, Chao Dong

Proceedings of the Forty-first International Conference on Machine Learning, 2024

CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning.

Ziyang Gong, Fuhao Li, Yupeng Deng, Deblina Bhattacharjee, Xianzheng Ma, Xiangwei Zhu, Zhenming Ji

Proceedings of the Computer Vision - ECCV 2024, 2024

Point-PEFT: Parameter-Efficient Fine-Tuning for 3D Pre-trained Models.

Yiwen Tang, Ray Zhang, Zoey Guo, Xianzheng Ma, Bin Zhao, Zhigang Wang, Dong Wang, Xuelong Li

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency.

Fuhao Li, Ziyang Gong, Yupeng Deng, Xianzheng Ma, Renrui Zhang, Zhenming Ji, Xiangwei Zhu, Hong Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

FMRNet: Image Deraining via Frequency Mutual Revision.

Kui Jiang, Junjun Jiang, Xianming Liu, Xin Xu, Xianzheng Ma

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption.

Ziteng Cui, Lin Gu, Xiao Sun, Xianzheng Ma, Yu Qiao, Tatsuya Harada

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Translation, Association and Augmentation: Learning Cross-Modality Re-Identification From Single-Modality Annotation.

Bin Yang, Jun Chen, Xianzheng Ma, Mang Ye

IEEE Trans. Image Process., 2023

Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following.

Ziyu Guo, Renrui Zhang, Xiangyang Zhu, Yiwen Tang, Xianzheng Ma, Jiaming Han, Kexin Chen, Peng Gao, Xianzhi Li, Hongsheng Li, Pheng-Ann Heng

CoRR, 2023

Networks are Slacking Off: Understanding Generalization Problem in Image Deraining.

Jinjin Gu, Xianzheng Ma, Xiangtao Kong, Yu Qiao, Chao Dong

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Informative Classes Matter: Towards Unsupervised Domain Adaptive Nighttime Semantic Segmentation.

Shiqin Wang, Xin Xu, Xianzheng Ma, Kui Jiang, Zheng Wang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

When Masked Image Modeling Meets Source-free Unsupervised Domain Adaptation: Dual-Level Masked Network for Semantic Segmentation.

Gang Li, Xianzheng Ma, Zhao Wang, Hao Li, Qifei Zhang, Chao Wu

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Train One, Generalize to All: Generalizable Semantic Segmentation from Single-Scene to All Adverse Scenes.

Ziyang Gong, Fuhao Li, Yupeng Deng, Wenjun Shen, Xianzheng Ma, Zhenming Ji, Nan Xia

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose Estimation.

Min Shi, Zihao Huang, Xianzheng Ma, Xiaowei Hu, Zhiguo Cao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CALIP: Zero-Shot Enhancement of CLIP with Parameter-Free Attention.

Ziyu Guo, Renrui Zhang, Longtian Qiu, Xianzheng Ma, Xupeng Miao, Xuming He, Bin Cui

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Decorate the Newcomers: Visual Domain Prompt for Continual Test Time Adaptation.

Yulu Gan, Yan Bai, Yihang Lou, Xianzheng Ma, Renrui Zhang, Nian Shi, Lin Luo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Rainy WCity: A Real Rainfall Dataset with Diverse Conditions for Semantic Driving Scene Understanding.

Xian Zhong, Shidong Tu, Xianzheng Ma, Kui Jiang, Wenxin Huang, Zheng Wang

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding.

Xianzheng Ma, Zhixiang Wang, Yacheng Zhan, Yinqiang Zheng, Zheng Wang, Dengxin Dai, Chia-Wen Lin

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

REMOTE: Reinforced Motion Transformation Network for Semi-supervised 2D Pose Estimation in Videos.

Xianzheng Ma, Hossein Rahmani, Zhipeng Fan, Bin Yang, Jun Chen, Jun Liu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022