About me

I’m a tenured Assistant professor (Maître de conférences in French) of computer science with L2TI of Institut Galilée in Université Sorbonne Paris Nord (formerly Université Paris-XIII), France. Before, I was a lecturer (Enseignant-Cheurcheur Contactuel) in the computer science department at La Rochelle University, France. I have been also a postdoc in the L3i Lab of La Rochelle University supervised by Pr. Jean-Christophe Burie and Pr. Muriel Visani. I spent also one year and a half as a postdoc in the LaBRI of the University of Bordeaux, France supervised by Pr. Aurélie Bugeau. I obtained my Ph.D. degree from the Gipsa-lab of the University of Grenoble Alpes, France supervised by Pr. Gang Feng and Dr. Denis Beautemps. Prior to coming to France, I obtained the MSc degree from Beijing Institute of Technology and BSc degree from Hunan University in China.

Contact : zuheng.ming@univ-paris13.fr

Research Interests:

• Multimodal learning, Computer vision, VLM, VLA
• Document analysis, Medical image processing, 3D robotic perception, Remote sensing, Biometric

News :

• [4/2026]: Our paper Multimodal Multitask Neural ODEs for Continuous-Time Alzheimer's Disease Progression Forecasting has been accepted in 39th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2026) Congratulations Akeem Temitope Otapo!
• [3/2026]: Our paper CT-DegradBench: A Physics-Informed Benchmark for CT Degradation Detection and Severity Estimation has been accepted in CVPR 2026 DEXTER Workshop. Congratulations Yousra Taifour!
• [2/2026]: Our paper GARO: Geometry-Aware Redundancy Optimization for Real-Time and High-Fidelity Dynamic Gaussian Splatting has been accepted in the top-tier robotic coneference 2026 IEEE International Conference on Robotics & Automation (ICRA2026). Congratulations Huiwen Xue!
• [1/2026]: Our paper DEGRADATION-AWARE MULTI-EXPERT LEARNING FOR LOW-DOSE CT IMAGE ENHANCEMENT has been accepted in 2026 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2026). Congratulations Yousra Taifour!
• [1/2026]: Our paper PhysHVS-LDCT: Dose-Controllable Physics-Based Low-Dose CT Synthesis for Benchmarking and Data Augmentation has been accepted in 2026 The IEEE International Symposium on Biomedical Imaging (ISBI2026) . Congratulations Yousra Taifour!
• [11/2025]: Our paper NVC-GS: Monocular Dynamic Scene Reconstruction via Normal-Regularized and Multi-View-Consistent 3D Gaussian Splatting has been accepted by The 13th International Conference on 3D Vision （3DV 2026）. Congratulations Huiwen XUE!
• [10/2025]: Our paper D-PerceptCT: Deep Perceptual Enhancement for Low-Dose CT Images has won the Best Student Paper in 13th European Workshop on Visual Information Processing (EUVIP 2025). Congratulations Yousra Taifour!
• [10/2025]: Our paper From Global to Local: Mamba-Based Hierarchical Registration for Respiratory Lung Deformation has been accepted by the 2025 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2025). Congratulations Yangyang Shi!
• [10/2025]: Our paper Distance-Aware and Knowledge-Driven Vision Mamba U-Net for Radiotherapy Dose Prediction has been accepted by the 2025 IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM 2025). Congratulations Yangyang Shi!
• [06/2025]: Our paper LCMF: Lightweight Cross-Modality Mambaformer for Embodied Robotics VQA has been accepted by The 22nd IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2025). Congratulations Zeyi Kang!
• [06/2025]: Our paper M3ET: Efficient Vision-Language Learning for Robotics Based on Multimodal Mamba-Enhanced Transformer has been accepted by The 22nd IEEE International Conference on Ubiquitous Intelligence and Computing (UIC 2025). Congratulations Yanxin Zhang !
• [03/2025]: I will be serving as Technical Committee of ICCV 2025!
• [02/2025]: I will be serving as Area Chair of ICIP 2025!
• [02/2025]: I will be serving as Technical Committee of ICDAR 2025!
• [12/2024]: I will be serving as Technical Committee of CVPR 2025!
• [11/2024]: Our paper GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification has been accepted by WACV 2025 !
• [06/2024]: Our paper MULTIMODAL TRANSFORMER USING CROSS-CHANNEL ATTENTION FOR OBJECT DETECTION IN REMOTE SENSING IMAGES has been accepted by ICIP 2024(Oral presentation)! Congratulations Bissmella Bahaduri !
• [05/2024]: I will be serving as Technical Committee of NeurIPS 2024!
• [02/2024]: We are organizing the 12th European Workshop on Visual Information Processing (EUVIP 2024, IEEE) which will be held on 8th-11th September 2024, in Geneva, Swissland. Welcome to submit!
• [02/2024]: I will be serving as Program Committee of ICDAR 2024!
• [01/2024]: I will be serving as Technical Committee of ICIP 2024!

Academic Activities :

Guest Editor:

• Special Issue "Deep Learning Approach for Secure and Trustworthy Biometric System" on MDPI Electronics (IF=2.69)

Organising scientific activities:

• 12th European Workshop on Visual Information Processing (EUVIP 2024, IEEE)
• ICIP2023 Challenge Object Detection Under Uncontrolled Acquisition Environment and Scene Context Constraints
• 11th European Workshop on Visual Information Processing (EUVIP 2023, IEEE)
• 15TH IAPR INTERNATIONAL WORKSHOP ON DOCUMENT ANALYSIS SYSTEMS (DAS2022)
• 20th International Conference on Computational Linguistics and Intelligent Text Processing, 2019]

Invited Conference Reviewer:

• BMVC2026, ECCV2026, CVPR2026, ICLR2026, ICML2026
• NeurIPS'24-'25, ICCV2025, CVPR2025, ICASSP2025, ICLR2025,
• ICIP'23-'26, ICDAR'17-'25, DAS 2024
• ICPR'18-'22, PRICAI'21-'22

Invited Journal Reviewer:

• Nature Machine Intelligence (Springer Nature, IF 18.8, )
• IEEE Transactions on Information Forensics and Security (IEEE TIFS, JCR Q1)
• IEEE Transactions on Multimedia (IEEE TMM, JCR Q1)
• IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT, JCR Q1)
• Pattern Recognition (PR, JCR Q1)
• Neural Networks (NN, JCR Q1)
• EURASIP Journal on Image and Video Processing(Springer, JCR Q2)
• Neurocomputing (Springer, JCR Q2)
• Signal Processing (ELSEVIER, JCR Q2)
• Computer Vision and Image Understanding (Springer, JCR Q2)
• International Journal on Document Analysis and Recognition (Springer IJDAR, JCR Q2)
• Signal Image and Video Processing (Springer, JCR Q4)