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I'm a Ph.D. student in Computer Science at Purdue University advised by Prof. Raymond A. Yeh. I'm also working with David Wipf and Tong He at AWS Shanghai AI Lab. I received my B.Sc. in Data Science at School of Statistics and Management, Shanghai University of Finance and Economics, where I was working with Prof. Yixuan Qiu. My research interests lie in developing algorithms and models for reliable and interpretable AI, specifically focusing on language and vision, Gen AI, and attributing model behaviors through the ML pipeline. Please feel free to reach out via email! |
'Yijia' sounds like 'One Plus' in Chinese. Can also call me '1+'. |
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Feb 2024: I will join Apple as a research intern this summer. Jan 2024: Our paper Graph Machine Learning through the Lens of Bilevel Optimization is accepted by AISTATS 2024! Mar 2023: Invited speaker for Rising Star Lecture Series of ASTAR Center for Frontier AI Research (CFAR) (Link) Oct 2022: I get NeurIPS 2022 Scholar Award. Sept 2022: Our paper Learning Manifold Dimensions with Conditional Variational Autoencoders (paper, code) is accepted by NeurIPS 2022! Aug 2022: I'm on boarding at Purdue as a PhD student. Boiler up!! Jun 2022: I'm awarded Shanghai Outstanding Graduate and Honours Degree at Shanghai University of Finance and Economics. |
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Amber Yijia Zheng and Raymond A. Yeh Project Page / arXiv / Code |
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Amber Yijia Zheng, Tong He, Yixuan Qiu, Minjie Wang, David Wipf AISTATS, 2024 arXiv / Code |
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Amber Yijia Zheng, Tong He, Yixuan Qiu, David Wipf NeurIPS, 2022 arXiv / Code |
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Conference reviewer: NeurIPS, ICLR, CVPR |
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NeurIPS 2022, Scholar Award, 2022 Shanghai Outstanding Graduate, 2022 First-class People's Scholarship, 2020, 2021, 2022 |
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Attempting to walk my (dog)-cat |
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Updated in Feb. 2024. Cloned from this popular template. |