Liu, Xiaoxuan
- Sequential Diagnosis with Language Models
2025/06/27 by Harsha Nori, Nori, Harsha, Mayank Daswani +27 · 15 voices · 18 citations
#cs.CL
- Online Speculative Decoding
2023/10/11 by Xiaoxuan Liu, Liu, Xiaoxuan, Lanxiang Hu +11 · 16 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 #Text Readability and Simplification #Topic Modeling
- MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
2024/11/18 by Shiyi Cao, Shu Liu, Cao, Shiyi +15 · 17 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications
2025/05/12 by Kuntai Du, Du, Kuntai, Bowen Wang +19 · 12 citations
Computer Science · Materials Science · #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Parallel #and Cluster Computing (cs.DC)
- Order-Preserving Key Compression for In-Memory Search Trees
2020/03/05 by Zhang, Huanchen, Liu, Xiaoxuan, Andersen, David G. +3 · 2 citations
#Databases (cs.DB) #FOS: Computer and information sciences
- TurboSpec: Closed-loop Speculation Control System for Optimizing LLM Serving Goodput
2024/06/20 by Xiaoxuan Liu, Liu, Xiaoxuan, Park, Jongseok +19 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Performance (cs.PF) #Topic Modeling
- GACT: Activation Compressed Training for Generic Network Architectures
2022/06/22 by Liu, Xiaoxuan, Zheng, Lianmin, Wang, Dequan +9 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Mélange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity
2024/04/22 by Griggs, Tyler, Liu, Xiaoxuan, Yu, Jiaxiang +4 · 3 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Leveraging Application Data Constraints to Optimize Database-Backed Web Applications
2022/05/05 by Xiaoxuan Liu, Shuxian Wang, Liu, Xiaoxuan +15 · 2 citations
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Databases (cs.DB) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Web Data Mining and Analysis
- Jenga: Effective Memory Management for Serving LLM with Heterogeneity
2025/03/24 by Zhang, Chen, Du, Kuntai, Liu, Shu +10 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- The Jet Composition of GRB 230307A: Poynting-Flux-Dominated Outflow?
2024/01/10 by Du, Zhao-Wei, Lü, HouJun, Liu, Xiaoxuan +1 · 1 citation
#FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #High Energy Physics - Phenomenology (hep-ph)