Hengkang Wang is a final-year Ph.D. candidate in Computer Science at the University of Minnesota (UMN). His research interests span deep and machine learning, computer vision, diffusion models, and inverse problems (image/video restoration). During his Ph.D., Hengkang received the prestigious DSI-ADC Fellowship from UMN and completed applied scientist internships at Amazon Central Machine Learning and Alexa AI. He has published extensively, with papers in top venues such as NeurIPS, TMLR, CVPR, IJCV, BMVC, and ICASSP. Notably, his recent NeurIPS paper on using diffusion models for solving inverse problems sets the SOTA in the field, introducing a novel approach with the potential to revolutionize how DMs are applied to solving inverse problems.
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Research ScientistMetaBellevue, Wa, Us -
Graduate Student Research AssistantUniversity Of Minnesota(Twin Cities) Sep 2020 - Present -
Applied ScientistAmazon May 2024 - Aug 2024Seattle, Washington, United StatesI mainly researched on video restoration, including super-resolution, inpainting and deblurring, using pre-trained diffusion models. -
Applied ScientistAmazon May 2023 - Sep 2023Boston, Massachusetts, United States -
Graduate Student Research AssistantNorthwestern University Feb 2019 - Sep 2019Evanston -
Research Assistant InternInstitute Of Software, Chinese Academy Of Sciences Dec 2016 - Apr 2017Beijing, Chinai mainly researched on VANET simulation technology based on NS-3.
Hengkang Wang Skills
Hengkang Wang Education Details
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Computer Science -
Computer Science -
Software Engineering -
Computer Science
Frequently Asked Questions about Hengkang Wang
What company does Hengkang Wang work for?
Hengkang Wang works for Meta
What is Hengkang Wang's role at the current company?
Hengkang Wang's current role is Research scientist.
What schools did Hengkang Wang attend?
Hengkang Wang attended University Of Minnesota, Northwestern University, Sichuan University, National University Of Singapore.
What skills is Hengkang Wang known for?
Hengkang Wang has skills like Java, C, Linux, Python, Microsoft Office, Html, Javascript, Sql, R, Sumo, Ns 3.
Who are Hengkang Wang's colleagues?
Hengkang Wang's colleagues are Bilal Ahad, David Strauss, Russell Hewitt, Alexander Chun, Roberta Bright, Or Hart, Debra Teets.
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