Luís Ceze
- Learning to Optimize Tensor Programs
2018/05/21 by Tianqi Chen, Lianmin Zheng, Chen, Tianqi +14 · 1 voice · 30 citations
Computer Science · Physics and Astronomy · #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications #Model Reduction and Neural Networks
- TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
2018/02/12 by Tianqi Chen, Chen, Tianqi, Thierry Moreau +22 · 1 voice · 22 citations
Computer Science · #Parallel Computing and Optimization Techniques #Advanced Neural Network Applications #Advanced Data Storage Technologies
- Atom: Low-bit Quantization for Efficient and Accurate LLM Serving
2023/10/29 by Yilong Zhao, Chien‐Yu Lin, Zhao, Yilong +17 · 50 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FlashInfer: Efficient and Customizable Attention Engine for LLM Inference Serving
2025/01/02 by Zihao Ye, Lequn Chen, Ye, Zihao +19 · 81 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Digital and Cyber Forensics #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Palu: Compressing KV-Cache with Low-Rank Projection
2024/07/30 by Chi-Chih Chang, Wei-Cheng Lin, Chang, Chi-Chih +15 · 25 citations
Computer Science · #Artificial Intelligence (cs.AI) #Embedded Systems Design Techniques #FOS: Computer and information sciences #Interconnection Networks and Systems #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
- Punica: Multi-Tenant LoRA Serving
2023/10/28 by Lequn Chen, Zihao Ye, Chen, Lequn +9 · 14 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Advanced SAR Imaging Techniques #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning
2022/07/11 by Zihao Ye, Ye, Zihao, Ruihang Lai +7 · 8 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Tensor decomposition and applications
- Arch2030: A Vision of Computer Architecture Research over the Next 15 Years
2016/12/09 by Luís Ceze, Ceze, Luis, Thomas F. Wenisch +2 · 2 citations
Computer Science · Decision Sciences · #Cloud Computing and Resource Management #Computers and Society (cs.CY) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Scientific Computing and Data Management