Shenggan Cheng
- tcFFT: Accelerating Half-Precision FFT through Tensor Cores
2021/04/23 by Binrui Li, Shenggan Cheng, Li, Binrui +3 · 3 citations
Computer Science · #Parallel Computing and Optimization Techniques #Numerical Methods and Algorithms #Advanced Data Storage Technologies
- DSP: Dynamic Sequence Parallelism for Multi-Dimensional Transformers
2024/03/15 by Xuanlei Zhao, Zhao, Xuanlei, Shenggan Cheng +10 · 4 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Transforming the Use of Earth Observation Data: Exascale Training of a Generative Compression Model with Historical Priors for up to 10,000x Data Reduction
2026/05/09 by Jinxiao Zhang, Runmin Dong, Xiyong Wu +14 · 2 voices
Computer Science · #cs.DC #cs.CV
- ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
2025/07/14 by Shenggan Cheng, Liu, Zedong, Guangming Tan +6 · 3 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Parallel #Speech Recognition and Synthesis #Vehicle License Plate Recognition #and Cluster Computing (cs.DC)
- 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
- 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)
- 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