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Hanzhang Wang PhD in Computer Science ICT BG, Huawei Email: [email protected] |
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CV | Google Scholar | GitHub | Papers | Research Statement | |
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| I am currently a senior engineer at AI Infra Lab, ICT BG, Huawei. I obtained my PhD degree at Harbin Institute of Technology, advised by Prof. Wen Gao. I obtained my B.E. from Harbin Institute of Technology. I study ai infra, image processing, diffusion model and mllm. |
Publications
Sega: A stepwise evolution paradigm for content-aware layout generation with design prior Haoran Wang, Bo Zhao, Jinghui Wang, Hanzhang Wang, Huan Yang, Wei Ji, Hao Liu, Xinyan Xiao Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025.
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FAST: Flexibly Controllable Arbitrary Style Transfer via Latent Diffusion models Hanzhang Wang, Haoran Wang, Zhongrui Yu, Mingming Sun, Junjun Jiang, Xianming Liu, Deming Zhai ACM Transactions on Multimedia Computing, Communications and Applications (ToMM), 2025.
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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 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025.
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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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BibTex
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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
Senior Engineer | Oct. 2025 - Now Huawei : Shanghai, China Research : AI Infra, Video Enhancing, LLM
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Student Researcher | Sep. 2023 - Nov. 2024 Baidu Research : Beijing, China Research : Diffusion Model, Image-to-Image Translation, MLLM
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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.
LLM & MLLM.
AI Infra.
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.