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Weiye Xiao

Algorithm Researcher -- SenseTime Research
Ph.D. in Engineering -- Southeast University
Former Technical Lead -- SEU Product Reliability Institute
Former Campus Ambassador -- Unity Technology

As a researcher passionate about interdisciplinary technology development, I am dedicated to combining deep learning and computer graphics cutting-edge technologies to explore innovative solutions in content generation. Over the past five years, my research has focused on AIGC, PCG, and 3D digital humans. During my Ph.D. studies, I successfully completed multiple collaborative projects with renowned domestic enterprises, and while working at SenseTime, I contributed to several top-tier conference publications. Currently, my work primarily revolves around multimodal content generation technologies, with a particular focus on large model applications in 3D content creation. I look forward to continuing to delve deep into the intersection of artificial intelligence and computer graphics, contributing to the intelligent evolution of digital content creation.

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Computer Graphics

Five years of experience in graphics development, continuously following cutting-edge computer graphics research. Rich research experience in Rendering, Geometry, and Motion domains. Developed synthetic data generation pipeline that has contributed to multiple outstanding published works.

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Deep Learning

Over three years of deep learning development experience. Proficient in large model-related knowledge, familiar with common generative model frameworks (GAN, VAE, Diffusion, etc.), and well-versed in popular generative model plugins (LoRA, ControlNet, Redux, etc.). Strong paper reading and implementation capabilities.

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Design and Art

Professional design and artistic foundation. Proficient in graphic and video software like Figma, PS, FCPX, Davinci, etc. Mastery of 3D creation software including Blender, Maya, Substance Designer, Houdini, etc. Capable of independently completing comprehensive game and film DCC workflows.

Featured Works