Xiangrui Meng (孟祥瑞)
Email: {mengxr} at {stanford.edu, gmail.com}
Phone: 2^2.2^2.2^25
(Curriculum Vitae)
Research Interests
- Preconditiong for Large-Scale Linear Systems
- Sparse Approximate Inverse Preconditioning via l-1
- Randomized Preconditioning for Over-Determined/Under-Constrained Linear Least Squares
- Sparse Recovery
- Robust Sparse Inverse Covariance Estimation
- CADS: Computational Approaches to Digital Stewardship
- Automatic Generation of Geographic and Chronological Metadata
- Computing BookRank via Social Cataloging
- Adaptive Methods for PDEs
- A Moving Mesh DG method for SWES
Publications
- Nathan N. Liu, Xiangrui Meng, Chao Liu, and Qiang Yang, Wisdom of the Better Few: Cold Start Recommendation via Representative based Rating Elicitation, Proceedings of the 5th ACM Recommender Systems Conference (RecSys'11)
- David F. Gleich, Ying Wang, Xiangrui Meng, Farnaz Ronaghi, Margot
Gerritsen and Amin Saberi, Some computational tools for digital archive
and metadata maintenance, BIT Numerical Mathematics, 51 (2011), Number
1, pp. 127-154.
- Ming Wang and Xiangrui Meng, A Robust Finite Element Method for a 3-D
Elliptic Singular Perturbation Problem. J. Comp. Math., 25 (2007),
pp. 631-644.
- Xiangrui Meng, Kun Tan and Qian Zhang, Joint Routing and Channel
Assignment in Multi-radio Wireless Mesh Networks, 2006 IEEE
International Conference on Communications.
Software