Concepedia

Qi Lei

QL

27

Publications

1.2K

Citations

15

H-Index

2010

Active since

Affiliations

The University of Texas at Austin(Current)

Chongqing University

Princeton University

University of Southern California

Amazon (Germany)

Qi Lei is an author at The University of Texas at Austin specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningOperations ResearchDeep LearningPattern RecognitionSystems EngineeringComputer EngineeringCombinatorial Optimization

Publications per year

2010–2021

27

Publications

27

Gradient Coding: Avoiding Stragglers in Distributed Learning

Rashish Tandon, Qi Lei, Alexandros G. Dimakis et al. · International Conference on Machine Learning · 2017 · 338 citations

Engineering, Machine Learning, Distributed Algorithms +4

Sparse High-Dimensional Models in Economics

Jianqing Fan, Jinchi Lv, Qi Lei · Annual Review of Economics · 2011 · 208 citations · Full text

Engineering, Penalty Functions, Macroeconomic Model +17

Approach to Integrated Scheduling Problems Considering Optimal Number of Automated Guided Vehicles and Conflict-Free Routing in Flexible Manufacturing Systems

Xiangfei Lyu, Yuchuan Song, Changzheng He et al. · IEEE Access · 2019 · 85 citations · Full text

Engineering, Operations Research, Memetic Algorithm +21

Stabilizing Gradients for Deep Neural Networks via Efficient SVD\n Parameterization

Jiong Zhang, Qi Lei, Inderjit S. Dhillon · arXiv (Cornell University) · 2018 · 63 citations · Full text

Grey System Theory based prediction for topic trend on Internet

Xingqi Wang, Qi Lei, Chan Chen et al. · Engineering Applications of Artificial Intelligence · 2014 · 56 citations

Topic Trend, Computational Social Science, Engineering +13

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