|
Yuhao Xu
Ph.D. in Information Science and Technology
|
Biography
I am currently a researcher at Xiao-i Research, China, working on generative artificial intelligence and large multimodal models. I received the Ph.D. degree in Information Science and Technology from the University of Tokyo, Japan, in 2022. Before entering the University of Tokyo, I received the B.E. degree in Information Engineering from Southeast University, China, in 2017, and the M.Eng. degree in Information, Production and Systems Engineering from Waseda University, Japan, in 2018.
Research Interests
- Computer Vision & Deep Learning
- Generative Artificial Intelligence
- Large Multimodal Models
Research Achievements
- Weifeng Chen, Tao Gu, Yuhao Xu, Chengcai Chen, “Magic Clothing: Controllable Garment-Driven Image Synthesis,” arXiv:2404.09512, 2024.
- Yuhao Xu, Tao Gu, Weifeng Chen, Chengcai Chen, “OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on,” arXiv:2403.10783, 2024.
- Yuhao Xu and Hideki Nakayama, “DCT-based Fast Spectral Convolution for Deep Convolutional Neural Networks,” International Joint Conference on Neural Networks (IJCNN), 2021.
- Yuhao Xu and Hideki Nakayama, “Shifted Spatial-Spectral Convolution for Deep Neural Networks,” ACM International Conference on Multimedia in Asia (MM Asia), 2019.
- Yuhao Xu and Hideki Nakayama, “DCT Based Information-Preserving Pooling for Deep Neural Networks,” IEEE International Conference on Image Processing (ICIP), 2019.
- Songlin Du, Yuhao Xu, Tingting Hu, Takeshi Ikenaga, “Adaptive-Partial Template Update with Center- Shifting Recovery for High Frame Rate and Ultra-Low Delay Deformation Matching,” IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, 2019.
- Yuhao Xu, Tingting Hu, Songlin Du, Takeshi Ikenaga, “Partial Descriptor Update and Isolated Point Avoidance Based Template Update for High Frame Rate and Ultra-Low Delay Deformation Matching,” International Conference on Pattern Recognition (ICPR), 2018.
- Liquan Chen, Yuhao Xu, Jiayang Yu, Yuyang Wang, Rui Song, Peng Gu, “VoLTE Secure Communication Method,” Natinal Patent of China (CN 105530100 A), 2016.
- Yuhao Xu and Liquan Chen, “Research on Key Agreement Protocol Based on VoLTE,” International collaboration Symposium on Information, Production and Systems (ISIPS), 2015.
Scholarships
- The University of Tokyo Fellowship
- JASSO Scholarship
- IPS Special Scholarship of Waseda University
- Hansang Scholarship of Southeast University
Language Skills
- Chinese (Mandarin)
- English
- Japanese