Yuanzhi Wang is currently a PhD student at Nanjing University of Science and Technology, with Vision and Graph Group (VGG) affiliated with the PCA Lab, advised by Professor Zhen Cui. He is currently a research intern in the Department of Content Security, Kuaishou Technology.
His research interests include Multimodal Machine Learning, Generative Modeling, AIGC, Image/Video Processing and Analysis, etc. He currently focuses on Multimodal Content Generation, Perception, and Understanding, Multimodal/Cross-modal Generative Modeling, and Text-guided Image/Video Generation and Editing.
🔥 News
- 2025.03: 🎉🎉 One paper is accepted by CVPR 2025.
- 2025.01: 🔥🔥 Invited talk at VALSE Webinar!
- 2025.01: 🔥🔥 Our MMM-RS dataset is now released!
- 2024.12: 🎉🎉 Two papers are accepted by AAAI 2025.
- 2024.11: 🔥🔥 Invited talk at Conference on Artificial Intelligence in Jiangsu Province!
- 2024.09: 🎉🎉 One paper is accepted by NeurIPS 2024.
- 2024.08: 🎉🎉 One paper is accepted by ACM TOMM 2024.
- 2023.09: 🎉🎉 One paper is accepted by NeurIPS 2023.
- 2023.07: 🎉🎉 One paper is accepted by ICCV 2023.
- 2023.07: 🎉🎉 One paper is accepted by IEEE TMM 2023.
- 2023.02: 🎉🎉 One paper is accepted by CVPR 2023.
📝 Publications
Re-Attentional Controllable Video Diffusion Editing
Yuanzhi Wang, Yong Li, Mengyi Liu, Xiaoya Zhang, Xin Liu, Zhen Cui, Antoni B. Chan
In the 39th Annual AAAI Conference on Artificial Intelligence (AAAI), 2025
MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation
Jialin Luo, Yuanzhi Wang (Co-first Authors, Equal Contribution), Ziqi Gu, Yide Qiu, Shuaizhen Yao, Fuyun Wang, Chunyan Xu, Wenhua Zhang, Dan Wang, Zhen Cui
In the 38th Conference on Neural Information Processing Systems (NeurIPS), 2024
Edit Temporal-Consistent Videos with Image Diffusion Model
Yuanzhi Wang, Yong Li, Xiaoya Zhang, Xin Liu, Anbo Dai, Antoni B. Chan, Zhen Cui
ACM Transactions on Multimedia Computing, Communications, and Applications (ACM TOMM), 2024
[Paper] [Arxiv Version] [Codes]
FaceFormer: Aggregating Global and Local Representation for Face Hallucination
Yuanzhi Wang, Tao Lu, Yanduo Zhang, Zhongyuan, Wang, Junjun, Jiang, Zixiang, Xiong
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022
First Transformer-based Face Super-Resolution Method
[Paper]
Rethinking Prior-guided Face Super-resolution: A New Paradigm with Facial Component Prior
Tao Lu, Yuanzhi Wang, Yanduo Zhang, Junjun, Jiang, Zhongyuan, Wang, Zixiang, Xiong
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
[Paper]
🎖 Honors and Awards
- 2024.11 Outstanding Ph.D student of Nanjing University of Science and Technology
- 2024.11 National Scholarship (The highest national scholarship for students in China)
- 2023.11 Outstanding Ph.D student of Nanjing University of Science and Technology
- 2022.11 Outstanding Master’s Thesis of Wuhan Institute of Technology
- 2022.06 Outstanding Graduates of Wuhan Institute of Technology
- 2021.11 National Scholarship (The highest national scholarship for students in China)
📖 Educations
- 2022.09 - Now, Ph.D in Computer Science and Technology at the School of Computer Science and Engineering, Nanjing University of Science and Technology, China (Supervisor: Prof. Dr. Zhen Cui)
- 2019.09 - 2022.06, MS in Computer Technology at the School of Computer Science and Engineering, Wuhan Institute of Technology, China (Supervisor: Prof. Dr. Tao Lu)
💬 Invited Talks
- 2025.01, Talk at VALSE Webinar [VALSE Webinar 25-01期: AAAI 2025论文解读-深度生成模型的进展与应用], [Video Tutorial]
- 2024.11, Talk at Conference on Artificial Intelligence in Jiangsu Province [顶会顶刊论坛-模态缺失场景下的多模态情感识别]
💻 Internships
- 2024.06 - Now, Research Intern in the Department of Content Security, Kuaishou Technology (Beijing), China (Leader: Dr. Mengyi Liu)