Xupeng Miao
- Event Tensor: A Unified Abstraction for Compiling Dynamic Megakernel
2026/04/14 by Hongyi Jin, Bohan Hou, Guanjie Wang +18 · 4 voices
#cs.DC #cs.LG #cs.PL
- PQCache: Product Quantization-based KVCache for Long Context LLM Inference
2024/07/01 by Hailin Zhang, Xiaodong Ji, Zhang, Hailin +13 · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- SpotServe: Serving Generative Large Language Models on Preemptible Instances
2023/11/27 by Xupeng Miao, Miao, Xupeng, Chunan Shi +11 · 15 citations
Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
- Towards Efficient Generative Large Language Model Serving: A Survey from Algorithms to Systems
2023/12/23 by Xupeng Miao, Miao, Xupeng, Gabriele Oliaro +11 · 14 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Parallel #Performance (cs.PF) #Topic Modeling #and Cluster Computing (cs.DC)
- CALIP: Zero-Shot Enhancement of CLIP with Parameter-free Attention
2022/09/28 by Guo, Ziyu, Renrui Zhang, Longtian Qiu +10 · 11 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
- Parcae: Proactive, Liveput-Optimized DNN Training on Preemptible Instances
2024/03/21 by Jiangfei Duan, Ziang Song, Duan, Jiangfei +13 · 5 citations
Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
- EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse Gate
2021/12/29 by Xiaonan Nie, Nie, Xiaonan, Xupeng Miao +17 · 3 citations
Computer Science · #Expert finding and Q&A systems #Domain Adaptation and Few-Shot Learning #Mobile Crowdsensing and Crowdsourcing
- OSDP: Optimal Sharded Data Parallel for Distributed Deep Learning
2022/09/27 by Youhe Jiang, Jiang, Youhe, Fu, Fangcheng +6 · 2 citations
Computer Science · #Advanced Neural Network Applications #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Accelerating Text-to-Image Editing via Cache-Enabled Sparse Diffusion Inference
2023/05/27 by Zihao Yu, Yu, Zihao, Haoyang Li +7 · 2 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent
2023/03/06 by Xiaonan Nie, Nie, Xiaonan, Yi Liu +13 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Experimental Analysis of Large-scale Learnable Vector Storage Compression
2023/11/27 by Hailin Zhang, Penghao Zhao, Zhang, Hailin +11 · 2 citations
Computer Science · #Databases (cs.DB) #FOS: Computer and information sciences #Face and Expression Recognition #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
- AdaServe: Accelerating Multi-SLO LLM Serving with SLO-Customized Speculative Decoding
2025/01/21 by Zikun Li, Li, Zikun, Zhuofu Chen +23 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #DNA and Biological Computing #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Parallel #and Cluster Computing (cs.DC)
- HetuMoE: An Efficient Trillion-scale Mixture-of-Expert Distributed Training System
2022/03/28 by Xiaonan Nie, Pinxue Zhao, Nie, Xiaonan +5 · 1 citation
Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Quantized Side Tuning: Fast and Memory-Efficient Tuning of Quantized Large Language Models
2024/01/13 by Zhengxin Zhang, Zhang, Zhengxin, Dan Zhao +11 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- MPK: A Compiler and Runtime for Mega-Kernelizing Tensor Programs
2025/12/22 by Xinhao Cheng, Zhihao Zhang, Cheng, Xinhao +37 · 2 citations
Computer Science · #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #Graph Theory and Algorithms
- QLPO: Quadrant-weighted Sampling for Length-aware Policy Optimization
2026/07/23 by Siwei Chen, Siqi Chen, Xupeng Miao +1
#cs.AI