Xing Shen 沈幸
M.Sc. student
Centre for Intelligent Machines, McGill University
Mila - Quebec AI Institute
Email: xingshen@cim.mcgill.ca
Credit: Lexin Zhang
My Google Scholar / CV
I am a first-year Master’s student at McGill University and Mila - Quebec AI Institute, supervised by Prof. Tal Arbel. I obtained B.Eng. degree in Computer Engineering from McGill University.
Research interests: My research focuses on advancing theories and algorithms for trustworthy machine learning, especially on out-of-distribution generalization, uncertainty quantification, and causality. Concurrently, I am working on leveraging AI to propel scientific discovery and innovate in medical diagnostics and treatment. I am actively seeking opportunities to contribute my ideas and knowledge to the AI community with a goal of realizing Human-AI society for the benefit of all.
"Never interrupt someone doing something you said couldn't be done."
news
| Jul 08, 2024 |  I am honored to receive the HBHL Graduate Student Fellowship. |
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| Jun 10, 2024 |  The paper “Verbalized Probabilistic Graphical Modeling with Large Language Models” is published on arXiv. [paper] |
| Mar 21, 2024 |  I am invited to CIFAR DLRL 2024, see you in July at Vector Institute! |
| Jan 12, 2024 | I officially join Mila - Quebec AI Institute, a world recognized artificial intelligence and machine learning research institute leaded by Prof. Yoshua Bengio. |
| Oct 24, 2023 | The paper “Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles” is published on arXiv. [paper] |
| Aug 17, 2023 |  We are presenting our poster “Improving the Robustness and Accuracy of Medical Image Disease Classification with Diffusion Models” in SSMU, Room 301. [poster] |
| Jun 14, 2023 | I am honored to have been selected as a recipient of the Rubin Gruber Award within the Faculty of Engineering at McGill University. |
| May 31, 2023 |  B.Eng. in Computer Engineering graduation with Distinction from McGill University. |
| May 14, 2023 | I am honored to have been selected as a Paul Cmikiewicz Award recipient within the Department of Electrical and Computer Engineering at McGill University. |
| May 12, 2023 |  I give a talk on Langevin Dynamics in score-based generative models at PVG. [slides] [video] |
| Feb 24, 2023 | I am honored to have been selected as a NSERC Scholarship recipient within Faculty of Engineering at McGill University. |
| Aug 26, 2022 | I am honored to have been selected as a recipient of the Cooperstock Graduate Award at McGill University. |