Meng, Xiangrui

1. Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects
   2024/01/07 by Cheng, Yuheng, Zhang, Ceyao, Zhang, Zhengwen +8 · 35 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)
2. Low-distortion Subspace Embeddings in Input-sparsity Time and Applications to Robust Linear Regression
   2012/10/11 by Meng, Xiangrui, Mahoney, Michael W. · 7 citations
   #Data Structures and Algorithms (cs.DS) #F.2.1 #FOS: Computer and information sciences
3. LSRN: A Parallel Iterative Solver for Strongly Over- or Under-Determined Systems
   2011/09/27 by Meng, Xiangrui, Saunders, Michael A., Mahoney, Michael W. · 5 citations
   #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Mathematical Software (cs.MS) #Numerical Analysis (math.NA)
4. MLlib: Machine Learning in Apache Spark
   2015/05/26 by Meng, Xiangrui, Bradley, Joseph, Yavuz, Burak +13 · 4 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Software (cs.MS) #Parallel #and Cluster Computing (cs.DC)
5. The Fast Cauchy Transform and Faster Robust Linear Regression
   2012/07/19 by Kenneth L. Clarkson, Clarkson, Kenneth L., Petros Drineas +9 · 1 citation
   Engineering · Mathematics · Computer Science · #Sparse and Compressive Sensing Techniques #Mathematical Approximation and Integration #Machine Learning and Algorithms
6. On generalized quasi-cyclic codes over ℤ₄
   2022/03/23 by Gao, Jian, Meng, Xiangrui, Fu, Fang-Wei · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Rings and Algebras (math.RA)