Mingrui Zhu
About Me
Mingrui Zhu
I’m currently an Associate Professor at Intelligent Information Processing (IIP) Lab, State Key Laboratory of Integrated Service Network (ISN), Xidian University. I received my B.S. degree in Electronic Information Engineering from Guangxi University in June 2014 and Ph.D. degree in Circuits and Systems from Xidian University in June 2020. My doctoral thesis was awarded the excellent Ph.D. thesis of Shaanxi Province, of ACM China (Xi'an Chapter), and of Xidian University. I was selected for the Young Talent Fund of Association for Science and Technology in Shaanxi China and won the ACM China Rising Star Award (Xi'an Chapter).
My current research interests include computer vision and machine learning. I have published nearly 20 papers in international journals and conferences, including IJCV, IEEE TNNLS, ICCV, and IJCAI.
20
Journal/Conference
Publications
Selected Publications
2026
- Mingrui Zhu, Fangzhou Wang, Xin Wei, Nannan Wang, Xinbo Gao: AdaAlign: A unified solution for traditional and modern zero-shot sketch-based image retrieval. NN, 2026.
- Mingrui Zhu, Jianhang Chen, Xin Wei, Nannan Wang, Xinbo Gao: Fine-Detailed Facial Sketch-to-Photo Synthesis With Detail-Enhanced Codebook Priors. TCSVT, 2026.
- Xiao He, Huaao Tang, Zhijun Tu, Junchao Zhang, Kun Cheng, Hanting Chen, Yong Guo, Mingrui Zhu, Jie Hu, Nannan Wang, Xinbo Gao: One Step Diffusion-Based Super-Resolution With Time-Aware Distillation. TIP, 2026.
- Xiao He, Zhijun Tu, Kun Cheng, Mingrui Zhu, Jie Hu, Nannan Wang, Xinbo Gao: Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution. AAAI, 2026.
2025
- Ruoyu Zhao, Mingrui Zhu, Shiyin Dong, De Cheng, Nannan Wang, Xinbo Gao: CatVersion: Concatenating Embeddings for Diffusion-Based Text-to-Image Personalization. TCSVT, 2025.
- Yihan Xu, Hangyu Li, Mingrui Zhu, Nannan Wang, Xinbo Gao: Boosting Semi-Supervised Facial Attribute Recognition With Dynamic Threshold Pairs. TCSVT, 2025.
- Mingrui Zhu, Dongxin Chen, Xin Wei, Nannan Wang, Xinbo Gao: Disentangle Before Anonymize: A Two-Stage Framework for Attribute-Preserved and Occlusion-Robust De-Identification. TIFS, 2025.
- Chaohua Shi, Xuan Wang, Si Shi, Xule Wang, Mingrui Zhu, Nannan Wang, Xinbo Gao: Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models. TMM, 2025.
- Ruoyu Zhao, Mingrui Zhu, Nannan Wang, Xinbo Gao: Few-Shot Face Stylization via GAN Prior Distillation. TNNLS, 2025.
- Chaohua Shi, Mingrui Zhu, Nannan Wang, Xinbo Gao: PStyle-3D: Example-Based 3-D-Aware Portrait Style Domain Adaptation. TNNLS, 2025.
- Zikun Deng, Yuanbang Liu, Mingrui Zhu, Da Xiang, Haiyue Yu, Zicheng Su, Qing-Long Lu, Tobias Schreck, Yi Cai: TraSculptor: Visual Analytics for Enhanced Decision-Making in Road Traffic Planning. TVCG, 2025.
- Kun Cheng, Lei Yu, Zhijun Tu, Xiao He, Liyu Chen, Yong Guo, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu: Effective Diffusion Transformer Architecture for Image Super-Resolution. AAAI, 2025.
- Xin Wei, Qin Yang, Yijie Fang, Mingrui Zhu, Nannan Wang: 3D Test-Time Adaptation via Graph Spectral Driven Point Shift. ICCV, 2025.
- Kun Cheng, Xiao He, Lei Yu, Zhijun Tu, Mingrui Zhu, Nannan Wang, Xinbo Gao, Jie Hu: Diff-MoE: Diffusion Transformer with Time-Aware and Space-Adaptive Experts. ICML, 2025.
2024
- Xiao He, Mingrui Zhu, Nannan Wang, Xinbo Gao: Few-Shot Font Generation by Learning Style Difference and Similarity. TCSVT, 2024.
- Xiao He, Mingrui Zhu, Dongxin Chen, Nannan Wang, Xinbo Gao: Diff-Privacy: Diffusion-Based Face Privacy Protection. TCSVT, 2024.
- Changcheng Liang, Mingrui Zhu, Nannan Wang, Heng Yang, Xinbo Gao: PMSGAN: Parallel Multistage GANs for Face Image Translation. TNNLS, 2024.
- Chaohua Shi, Kexin Huang, Lu Gan, Hongqing Liu, Mingrui Zhu, Nannan Wang, Xinbo Gao: On the Analysis of GAN-based Image-to-Image Translation with Gaussian Noise Injection. ICLR, 2024.
- Shiyin Dong, Mingrui Zhu, Kun Cheng, Nannan Wang, Xinbo Gao: Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors. IJCAI, 2024.