Xupeng Miao

发表论文 21 篇 · 总被引 860 次 · h-index 13

代表论文

SpecInfer: Accelerating Large Language Model Serving with Tree-based Speculative Inference and Verification (2023 · International Conference on Architectural Support for Programming Languages and Operating Systems · 被引 417)
Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems (2023 · ACM Computing Surveys · 被引 181)
Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow (2024 · International Conference on Architectural Support for Programming Languages and Operating Systems · 被引 100)
Mirage: A Multi-Level Superoptimizer for Tensor Programs (2024 · USENIX Symposium on Operating Systems Design and Implementation · 被引 61)
Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances (2024 · Symposium on Networked Systems Design and Implementation · 被引 47)
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism (2024 · International Conference on Architectural Support for Programming Languages and Operating Systems · 被引 27)