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SC20 Virtual Platform
Biography
I am a Ph.D. student from Shanghai Jiao Tong University. I am interested in building interpretable and robust deep learning systems. I proposed effective path, a novel dataflow-based profiling method for adversarial attack defense. I was also the co-author of Ptolemy, an algorithm-architecture co-designed system that detects adversarial attacks at inference time with low overhead and high accuracy.
Presentations
Paper
Accelerators, FPGA, and GPUs
Machine Learning, Deep Learning and Artificial Intelligence
Sparse Computation
TP
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