Publications
Safe-Sora: Safe Text-to-Video Generation via Graphical Watermarking
Zihan Su, Xuerui Qiu, Hongbin Xu, Tangyu Jiang, Junhao Zhuang, Chun Yuan, Ming Li*, Shengfeng He, and Fei Richard Yu. Under Review. 2025. (*Corresponding Authors)
[Paper][Project]
UniF^2ace: Fine-grained Face Understanding and Generation with Unified Multimodal Models
Junzhe Li, Xuerui Qiu, Linrui Xu, Liya Guo, Delin Qu, Tingting Long, Chun Fan and Ming Li*. Under Review. 2025. (*Corresponding Authors)
[Paper][Project]
CyC3D: Fine-grained Controllable 3D Generation via Cycle Consistency Regularization
Hongbin Xu, Chaohui Yu, Feng Xiao, Jiazheng Xing, Hai Ci, Weitao Chen and Ming Li*. Under Review. 2025. (*Corresponding Authors)
[Paper][Project]
FaVChat: Unlocking Fine-Grained Facail Video Understanding with Multimodal Large Language Models
Fufangchen Zhao, Ming Li*†, Linrui Xu, Wenhao Jiang, Jian Gao and Danfeng Yan. Under Review. 2025. (*Corresponding Authors, †Equal Contributors)
[Paper][Project]
Safe-VAR: Safe Visual Autoregressive Model for Text-to-Image Generative Watermarking
Ziyi Wang, Songbai Tan, Gang Xu, Xuerui Qiu, Hongbin Xu, Xin Meng, Ming Li* and Fei Richard Yu. Under Review. 2025. (*Corresponding Authors)
[Paper][Project]
StyleMe3D: Stylization with Disentangled Priors by Multiple Encoders on 3D Gaussians
Cailin Zhuang, Yaoqi Hu, Xuanyang Zhang, Wei Cheng, Jiacheng Bao, Shengqi Liu, Yiying Yang, Xianfang Zeng, Gang Yu and Ming Li*. Under Review. 2025. (*Corresponding Authors)
[Paper][Project]
X-SGS: Safe and Generalizable Gaussian Splatting with X-dimensional Watermarks
Zihang Cheng, Huiping Zhuang, Chun Li, Xin Meng, Ming Li*, Fei Richard Yu, Liqiang Nie. Under Review. 2025. (*Corresponding Authors)
[Paper][Project]
SE-MOT: End-to-End Multi-Object Tracking in Low-Quality Video Scenes Guided by Semantic Enhancement
Jun Du , Weiwei Xing, Ming Li*, and Fei Richard Yu. Under Review. 2024. (*Corresponding Authors)
[Paper][Project]
Resilient Missing-Modality MRI Segmentation Based on Mamba State-Space Modeling and Information-Theoretic Criteria
Runze Cheng, Xihang Qiu, Jiarong Cheng, Xiangyu Xue, Ye Zhang, Chun Li, Ming Li*, and Fei Richard Yu. Under Review. 2024. (*Corresponding Authors)
[Paper][Project]
ColonNeRF: Neural Radiance Fields for High-Fidelity Long-Sequence Colonoscopy Reconstruction
Yufei Shi, Beijia Lu, Jia-Wei Liu, Ming Li and Mike Zheng Shou. arXiv. 2023.
[Paper][Project]
PVChat: Personalized Video Chat with One-Shot Learning
Yufei Shi†, Weilong Yan†, Gang Xu, Yumeng Li, Yucheng Chen, Zhenxi Li, Fei Richard Yu, Ming Li* and Si Yong Yeo. ICCV. 2025. (*Corresponding Authors, †Equal Contributors)
[Paper][Project]
WMarkGPT: Watermarked Image Understanding via Multimodal Large Language Models
Songbai Tan, Yao Shu, Xuerui Qiu, Gang Xu, Linrui Xu, Xiangyu Xu, Huiping Zhuang, Ming Li* and Fei Richard Yu. ICML. 2025. (*Corresponding Authors)
[Paper][Project]
FedVLA: Federated Vision-Language-Action Learning with Dual Gating Mixture-of-Experts for Robotic Manipulation
Cui Miao, Tao Chang, Meihan Wu, Hongbin Xu, Chun Li, Ming Li*, Xiaodong Wang. ICCV. 2025. (*Corresponding Authors)
[Paper][Project]
EFTViT: Efficient Federated Training of Vision Transformers with Masked Images on Resource-Constrained Edge Devices
Meihan Wu, Tao Chang, Miaocui, Jie Zhou, Chun Li, Xiangyu Xu, Ming Li*, and Xiaodong Wang. ICCV. 2025. (*Corresponding Authors)
[Paper][Project]
EventGPT: Event Stream Understanding with Multimodal Large Language Models
Shaoyu liu, Jianing Li, Guanghui Zhao, Yunjian Zhang, Xin Meng, Fei Richard Yu, Xiangyang Ji, and Ming Li*. CVPR. 2025. (*Corresponding Authors)
[Paper][Project]
Inter3D: A Benchmark and Strong Baseline for Human-Interactive 3D Object Reconstruction
Gan Chen, Ying He, Mulin Yu, F.Richard Yu, Gang Xu, Fei Ma, Ming Li* and Guang Zhou. IJCAI. 2025. (*Corresponding Authors)
[Paper][Code]
TextSplat: Text-Guided Semantic Fusion for Generalizable Gaussian Splatting
Zhicong Wu, Hongbin Xu, Gang Xu, Ping Nie, Zhixin Yan, Jinkai Zheng, Liangqiong Qu, Ming Li* and Liqiang Nie. ACM MM. 2025. (*Corresponding Authors)
[Paper][Project]
Synthetic-to-Real Self-supervised Robust Depth Estimation via Learning with Motion and Structure Priors
Weilong Yan, Ming Li*, Haipeng Li, Shuwei Shao, Robby T. Tan. CVPR. 2025. (*Corresponding Authors)
[Paper][Project]
Uncertainty Quantification for Incomplete Multi-View Data Using Divergence Measures
Zhipeng Xue†, Yan Zhang†, Ming Li†, Chun Li, Yue Liu, and Fei Richard Yu. IEEE TIP. 2025. (†Equal Contributors)
[Paper][Project]
Uncertainty Quantification via Holder Divergence for Multi-View Representation Learning
Yan Zhang†, Ming Li†, Chun Li, Zhaoxia Liu, Ye Zhang, and Fei Richard Yu. IEEE TMM. 2025. (†Equal Contributors)
[Paper][Project]
Robust Brain Tumor Segmentation with Incomplete MRI Modalities Using H¨older Divergence and Mutual Information-Enhanced Knowledge Transfer
Runze Cheng†, Xihang Qiu†, Ming Li†, Ye Zhang, Fei Richard Yu, and Chun Li. IEEE/CAA Journal of Automatic Sinica. 2025. (†Equal Contributors)
[Paper][Project]
SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning
XIN Hu, Ke Qin, Guiduo Duan, Ming Li, Yuan-Fang Li, Tao He. ICCV. 2025.
[Paper][Project]
DEP-SLAM: A Dynamic Environment Perception SLAM System with Large Language Models
Ying He, F. Richard Yu, Fei Ma, Ming Li, and Guang Zhou. ICASSP. 2025.
[Paper][Project]
Corer: Concept Residue Erasing in Text-to-Image Diffusion Models
Yufan Liu, Jinyang An, Wanqian Zhang, Ming Li*, Dayan Wu, Jingzi Gu, Zheng Lin and Weiping Wang. ICME. 2025. (*Corresponding Authors)
[Paper][Project]
LV-VTON: Long-Video Virtual Try-On via Enhanced Visual Autoregressive Modeling
Lulu Tian, Hongxun Yao and Ming Li. ICME. 2025.
[Paper][Project]
OmniStyle: Attention-Optimized Global and Local Image Stylization with Diffusion Model Inversion
Jiarong Cheng, Xihang Qiu, Qing Zhou, Ming Li*, Chun Li*, Yao Lu and Fei Richard Yu. ICME. 2025. (*Corresponding Authors)
[Paper][Project]
Semi-Supervised Disease Classification based on Limited Medical Image Data
Yan Zhang, Zhaoxia Liu, Chun Li and Ming Li. Journal of Biomedical and Health Informatics. 2024.
[Paper][Code]
Instant3D: Instant Text-to-3D Generation
Ming Li, Pan Zhou, Jia-Wei Liu, Jussi Keppo, Min Lin, Shuicheng Yan and Xiangyu Xu. International Journal of Computer Vision. 2024.
[Paper][Project]
FakePoI: A Large-scale Fake Person of Interest Video Detection Benchmark and a Strong Baseline
Lulu Tian, Hongxun Yao, and Ming Li. IEEE TCSVT. 2023.
[Paper][Code]
DR-FER: Discriminative and Robust Representation Learning for Facial Expression Recognition
Ming Li, Huazhu Fu, Shengfeng He, Hehe Fan, Jun Liu, Jussi Keppo and Mike Zheng Shou. IEEE TMM. 2023.
[Paper][Code]
STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition
Ming Li, Xiangyu Xu, Hehe Fan, Pan Zhou, Jun Liu, Jia-Wei Liu, Jiahe Li, Jussi Keppo, Mike Zheng Shou, and Shuicheng Yan. ICCV. 2023.
[Paper][Code]
Exploiting Multi-view Part-wise Correlation via an Efficient Transformer for Vehicle Re-Identification
Ming Li, Jun Liu, Ce Zheng, Xinming Huang, and Ziming Zhang. IEEE TMM. 2021 (ESI Highly Cited Paper).
[Paper]
Self-supervised Geometric Features Discovery with Interpretable Attention for Vehicle Re-Identification and Beyond
Ming Li, Xinming Huang, and Ziming Zhang. ICCV. 2021.
[Paper][Code]
TreeRNN: Topology-Preserving Deep Graph Embedding and Learning
Yecheng Lyu, Ming Li, Xinming Huang, Ulkuhan Guler, Patrick Schaumont, and Ziming Zhang. ICPR. 2020.
[Paper][Code]
RNN Training along Locally Optimal Trajectories via Frank-Wolfe Algorithm
Yun Yue, Ming Li, Venkatesh Saligramay, Ziming Zhang. ICPR. 2020.
[Paper][Code]
LodoNet: A Deep Neural Network with 2D Keypoint Matching for 3D LiDAR Odometry Estimation
Ce Zheng, Yecheng Lyu, Ming Li, Ziming Zhang. ACM MM. 2020.
[Paper]
