Shenggan Cheng

HMS-Net: Hierarchical Multi-Scale Sparsity-Invariant Network for Sparse Depth Completion

Zixuan Huang, Junming Fan, Shenggan Cheng et al. · IEEE Transactions on Image Processing · 2019 · 155 citations

Engineering, Machine Learning, Sparse Depth Completion +18

Hanayo: Harnessing Wave-like Pipeline Parallelism for Enhanced Large Model Training Efficiency

Ziming Liu, Shenggan Cheng, Haotian Zhou et al. · 2023 · 25 citations · Full text

tcFFT: A Fast Half-Precision FFT Library for NVIDIA Tensor Cores

Binrui Li, Shenggan Cheng, James Lin · 2021 · 24 citations

Fast Fourier Transform, Fft Libraries, Engineering +12

FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours

Shenggan Cheng · arXiv (Cornell University) · 2022 · 17 citations · Full text

Alphafold Training Time, Engineering, Machine Learning +19

Liger: Interleaving Intra- and Inter-Operator Parallelism for Distributed Large Model Inference

Jiangsu Du, Jinhui Wei, Jiazhi Jiang et al. · 2024 · 10 citations