Cheng, Shenggan

1. tcFFT: Accelerating Half-Precision FFT through Tensor Cores
   2021/04/23 by Binrui Li, Li, Binrui, Shenggan Cheng +3 · 3 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Numerical Methods and Algorithms #Advanced Data Storage Technologies
2. HMS-Net: Hierarchical Multi-scale Sparsity-invariant Network for Sparse Depth Completion
   2018/08/27 by Huang, Zixuan, Fan, Junming, Cheng, Shenggan +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
3. DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
   2024/03/15 by Zhao, Xuanlei, Cheng, Shenggan, Chen, Chang +4 · 3 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
4. FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours
   2022/03/02 by Cheng, Shenggan, Zhao, Xuanlei, Lu, Guangyang +7 · 1 citation
   #Artificial Intelligence (cs.AI) #Distributed #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Quantitative Methods (q-bio.QM) #and Cluster Computing (cs.DC)
5. ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
   2025/07/14 by Liu, Zedong, Cheng, Shenggan, Tan, Guangming +2 · 3 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
6. HeteGen: Heterogeneous Parallel Inference for Large Language Models on Resource-Constrained Devices
   2024/03/02 by Xuanlei Zhao, Bin Jia, Zhao, Xuanlei +9 · 1 citation
   Computer Science · #Topic Modeling
7. StarTrail: Concentric Ring Sequence Parallelism for Efficient Near-Infinite-Context Transformer Model Training
   2024/06/30 by Liu Ziming, Liu, Ziming, Shaoyu Wang +12 · 1 citation
   Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Gamma-ray bursts and supernovae #Magnetic confinement fusion research #Parallel #and Cluster Computing (cs.DC)
8. Expert-as-a-Service: Towards Efficient, Scalable, and Robust Large-scale MoE Serving
   2025/09/22 by Ziming Liu, Liu, Ziming, Boyu Tian +33 · 3 citations
   Computer Science · Social Sciences · #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing #Access Control and Trust