Rong Ge

Rong Ge publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Rong Ge sits on this spectrum.

Rong Ge D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Rong Ge sits on this spectrum.

Research.com Recognitions

• 2019 - Fellow of Alfred P. Sloan Foundation

Best Publications

• Tensor decompositions for learning latent variable models

  Animashree Anandkumar;Rong Ge;Daniel Hsu;Sham M. Kakade

  1200
  Citations

• Escaping From Saddle Points --- Online Stochastic Gradient for Tensor Decomposition

  Rong Ge;Furong Huang;Chi Jin;Yang Yuan

  902
  Citations

• PowerPack: Energy Profiling and Analysis of High-Performance Systems and Applications

  Rong Ge;Xizhou Feng;Shuaiwen Song;Hung-Ching Chang

  549
  Citations

• Learning Topic Models -- Going beyond SVD

  Sanjeev Arora;Rong Ge;Ankur Moitra

  492
  Citations

• Performance-constrained Distributed DVS Scheduling for Scientific Applications on Power-aware Clusters

  Rong Ge;Xizhou Feng;Kirk W. Cameron

  464
  Citations

• New algorithms for learning in presence of errors

  Sanjeev Arora;Rong Ge

  328
  Citations

• CPU MISER: A Performance-Directed, Run-Time System for Power-Aware Clusters

  Rong Ge;Xizhou Feng;Wu-chun Feng;K.W. Cameron

  324
  Citations

• Power and energy profiling of scientific applications on distributed systems

  Xixhou Feng;Rong Ge;K.W. Cameron

  283
  Citations

• A Tensor Spectral Approach to Learning Mixed Membership Community Models

  Animashree Anandkumar;Rong Ge;Daniel J. Hsu;Sham M. Kakade

  270
  Citations

• A tensor approach to learning mixed membership community models

  Animashree Anandkumar;Rong Ge;Daniel Hsu;Sham M. Kakade

  192
  Citations

• Green Supercomputing Comes of Age

  Wu-chun Feng;Xizhou Feng;Rong Ce

  164
  Citations

• Guaranteed Non-Orthogonal Tensor Decomposition via Alternating Rank-$1$ Updates

  Animashree Anandkumar;Rong Ge;Majid Janzamin

  163
  Citations

• Efficient approaches for escaping higher order saddle points in non-convex optimization

  Animashree Anandkumar;Rong Ge

  143
  Citations

• Effects of Dynamic Voltage and Frequency Scaling on a K20 GPU

  Rong Ge;Ryan Vogt;Jahangir Majumder;Arif Alam

  137
  Citations

• Computational complexity and information asymmetry in financial products

  Sanjeev Arora;Boaz Barak;Markus Brunnermeier;Rong Ge

  134
  Citations

• High-performance, power-aware distributed computing for scientific applications

  K.W. Cameron;Rong Ge;Xizhou Feng

  123
  Citations

• Improving MapReduce energy efficiency for computation intensive workloads

  Thomas Wirtz;Rong Ge

  120
  Citations

• Competing with the Empirical Risk Minimizer in a Single Pass

  Roy Frostig;Rong Ge;Sham M. Kakade;Aaron Sidford

  116
  Citations

• Learning Mixtures of Gaussians in High Dimensions

  Rong Ge;Qingqing Huang;Sham M. Kakade

  110
  Citations

• A Practical Algorithm for Topic Modeling with Provable Guarantees

  Sanjeev Arora;Rong Ge;Yoni Halpern;David Mimno

  54
  Citations