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List of works by Mao Yang

An Empirical Study on Low GPU Utilization of Deep Learning Jobs

scientific article published on 12 April 2024

Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference

scientific article published on 04 August 2023

ConvStencil: Transform Stencil Computation to Matrix Multiplication on Tensor Cores

scientific article published on 20 February 2024

Empowering In-Browser Deep Learning Inference on Edge Through Just-In-Time Kernel Optimization

scientific article published on 04 June 2024

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup

scientific article published on 30 September 2023

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels

scientific article published on 12 May 2024

NN-Stretch: Automatic Neural Network Branching for Parallel Inference on Heterogeneous Multi-Processors

scientific article published on 16 June 2023

OneSparse: A Unified System for Multi-index Vector Search

scientific article published on 12 May 2024

PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization

scientific article published on 22 April 2024

PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation

scientific article published on 03 October 2023

SPFresh: Incremental In-Place Update for Billion-Scale Vector Search

scientific article published on 03 October 2023

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