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I’m interested in a wide range of topics in computing, including (but not limited to; in decreasing order of importance):
If you have any questions regarding our works or would like to collaborate with me, please send all correspondences to peiyuanl [at] cs [dot] cmu [dot] edu.
selected publications
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I’m interested in a wide range of topics in computing, including (but not limited to; in decreasing order of importance):
- scaling autonomous systems in the real world
- heterogeneity (communication, operator, backend) in machine learning systems
- curation of large-scale, multi-modal datasets
- geo-distributed, fault-tolerant model training and inference
- learning on graph-structured data
- optimization techniques for deep learning compilers
- emergent techniques in generative modeling
- open set learning in computer vision
- benchmarking techniques for deep learning models
- refreshing, interdisciplinary uses of AI; an example
If you have any questions regarding our works or would like to collaborate with me, please send all correspondences to peiyuanl [at] cs [dot] cmu [dot] edu.
selected publications
services