Intelligent Systems Software Lab
Intelligent Systems Software Lab
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Shenghao Qiu
PhD Student
School of Computer Science, University of Leeds
Interests
Systematic optimisation for accelerating deep learning models
Machine learning for systems and compiler
Graph Neural Networks
Latest
Accelerating Tensor-train Decomposition on Graph Neural Networks
Unleashing the Potential of Acquisition Functions in High-Dimensional Bayesian Optimization
STRONGHOLD: Fast and Affordable Billion-scale Deep Learning Model Training
AIACC-Training: Optimizing Distributed Deep Learning Training through Multi-streamed and Concurrent Gradient Communications
Optimizing Sparse Matrix Multiplications for Graph Neural Networks
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