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| I am a Ph.D. student at Harbin Institute of Technology, advised by Prof. Xianming Liu and Prof. Wen Gao. I obtained my B.E. from Harbin Institute of Technology. I study image processing, diffusion model and mllm. |
Publications
Mix-DDPM: Enhancing Diffusion Models through Fitting Mixture Noise with Global Stochastic Offset Hanzhang Wang, Deming Zhai, Xiong Zhou, Junjun Jiang, Xianming Liu ACM Transactions on Multimedia Computing, Communications and Applications (ToMM), 2024.
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HiCAST: Highly Customized Arbitrary Style Transfer with Adapter Enhanced Diffusion Models Hanzhang Wang, Haoran Wang, Jinze Yang, Zhongrui Yu, Zeke Xie, Lei Tian, Xinyan Xiao, Junjun Jiang, Xianming Liu, Mingming Sun arxiv, 2024
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SGD: Street View Synthesis with Gaussian Splatting and Diffusion Prior Zhongrui Yu, Haoran Wang, Jinze Yang, Hanzhang Wang, Zeke Xie, Yunfeng Cai, Jiale Cao, Zhong Ji, Mingming Sun arxiv, 2024
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On the Dynamics under the Unhinged Loss and Beyond Xiong Zhou, Xianming Liu, Hanzhang Wang, Deming Zhai, Junjun Jiang, Xiangyang Ji The Journal of Machine Learning Research (JMLR), 2023.
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Unsupervised Deep Exemplar Colorization via Pyramid Dual Non-local Attention Hanzhang Wang, Deming Zhai, Xianming Liu, Junjun Jiang, Wen Gao IEEE Transactions on Image Processing (TIP), 2023
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Experiences
Student Researcher | Sep. 2023 - Present Baidu Research : Beijing, China Research : Diffusion Model, Image-to-Image Translation
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Student Researcher | Sep. 2020 - Dec. 2022 Peng Cheng Laboratory : Shenzhen, Guangdong, China Research : Image Colorization, Computational Imaging
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Research
Image-to-Image Translation : Image Colorization, Image Inpainting, Style Transfer.
Diffusion model: Text-to-Image Generation/Editing, Text-to-Video Generation/Editing.
Awards
2014 The first prize in the 31st Chinese Physics Olympiad (CPhO).
2018 The third prize in the 11th National College Student Information Security Contest.
2019 The outstanding undergraduate graduates of Harbin Institute of Technology.
