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Heguang Lin
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University of Pennsylvania hglin@seas.upenn.edu
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Heguang Lin
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Heguang Lin | University of Pennsylvania hglin@seas.upenn.edu Heguang Lin University of Pennsylvania hglin@seas.upenn.edu [GitHub] [Google Scholar] About Me I expect to receive my Master of Science in Engineering in Computer Graphics and Game Technology from the University of Pennsylvania in May 2025. Here I am supervised by Professor Lingjie Liu . Before that, I received Bachelor of Science in Computer Science (with Honors) and Mathematics from the University of Wisconsin-Madison, where I worked in Machine Learning and Optimization Theory ( MLOPT ) Research Group and advised by Professor Ramya Korlakai Vinayak , Professor Matthew L. Malloy , and Professor Steven J. Schrodi . Research interests Safe and Robust ML : Safety and robustness entail the model’s resilience against adversarial attacks, unanticipated scenarios, and data inconsistencies. My research endeavors include methods such as uncertainty estimation, calibration, and Out-of-Distribution detection to e...
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