Xiaoxuan Liu
- Sequential Diagnosis with Language Models
2025/06/27 by Harsha Nori, Nori, Harsha, Mayank Daswani +27 · 15 voices · 18 citations
#cs.CL
- TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods
2024/04/16 by Professor Gary S. Collins, Karel G.M. Moons, Paula Dhiman +31 · 1 voice · 30 citations
Medicine · Decision Sciences · Health Professions · #Artificial Intelligence in Healthcare and Education #Meta-analysis and systematic reviews #Healthcare cost, quality, practices
- Online Speculative Decoding
2023/10/11 by Xiaoxuan Liu, Liu, Xiaoxuan, Lanxiang Hu +11 · 15 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)
- The medical algorithmic audit
2022/04/05 by Xiaoxuan Liu, Ben Glocker, Melissa D. McCradden +3 · 1 voice · 3 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Sepsis Diagnosis and Treatment
- PrefillOnly: An Inference Engine for Prefill-only Workloads in Large Language Model Applications
2025/05/12 by Kuntai Du, Bowen Wang, Du, Kuntai +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)
- 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
- Leveraging Application Data Constraints to Optimize Database-Backed Web Applications
2022/05/05 by Xiaoxuan Liu, Liu, Xiaoxuan, Shuxian Wang +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
- Uncertainty of risk estimates from clinical prediction models: rationale, challenges, and approaches
2025/02/13 by Richard D Riley, Professor Gary S. Collins, Laura Kirton +17 · 1 voice · 2 citations
Medicine · Computer Science · Decision Sciences · #Sepsis Diagnosis and Treatment #Machine Learning in Healthcare #Meta-analysis and systematic reviews
- Generating evidence to support the role of AI in diabetic eye screening: considerations from the UK National Screening Committee
2025/04/06 by Trystan Macdonald, Zhivko Zhelev, Xiaoxuan Liu +13 · 1 voice · 2 citations
Medicine · Health Professions · #Retinal Imaging and Analysis #Retinal and Optic Conditions #Artificial Intelligence in Healthcare
- Reporting guideline for chatbot health advice studies: the Chatbot Assessment Reporting Tool (CHART) statement
2025/08/01 by The CHART Collaborative, Bright Huo, Professor Gary S. Collins +44 · 1 voice · 1 citation
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Ethics in Clinical Research #Machine Learning in Healthcare