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个人简介
My research interests lie in machine learning and artificial intelligence, especially in causal discovery and causality-based learning. I develop methods for automated causal discovery from various kinds of data, investigate learning problems including transfer learning, concept learning, and deep learning from a causal view, and study philosophical foundations of causation and various machine learning tasks. On the application side, I am interested in neuroscience, computer vision, computational finance, and climate analysis.
I extensively work with Clark Glymour, Peter Spirtes, Joseph Ramsey, Mingming Gong, Biwei Huang, Petar Stojanov, Zeyu Tang, Wei Chen, and others. I also work in the CAusal Brain Analysis Lab (CABAL).
I extensively work with Clark Glymour, Peter Spirtes, Joseph Ramsey, Mingming Gong, Biwei Huang, Petar Stojanov, Zeyu Tang, Wei Chen, and others. I also work in the CAusal Brain Analysis Lab (CABAL).
研究兴趣
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Proceedings of the AAAI Conference on Artificial Intelligenceno. 14 (2024): 15193-15201
Behaviormetrika (2024): 1-22
arxiv(2024)
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Journal of the American Heart Associationno. 4 (2024): e031830-e031830
Circulation. Arrhythmia and electrophysiologyno. 3 (2024): e012145-e012145
ICLR 2024 (2024)
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IEEE Transactions on Circuits and Systems for Video Technologyno. 99 (2024): 1-1
ICLR 2024 (2024)
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