Concepedia

Bingcong Li

BL

10

Publications

263

Citations

10

H-Index

2017

Active since

Affiliations

University of Minnesota(Current)

University of Minnesota System

Bingcong Li is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceRobot LearningInverse ProblemsSystems EngineeringApproximation TheoryStochastic OptimizationMathematical Programming

Publications per year

2017–2023

10

Publications

10

Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements

Bingcong Li, Tianyi Chen, Xin Wang et al. · IEEE Transactions on Smart Grid · 2017 · 53 citations

Engineering, Hydrogen-based Microgrids, Energy Efficiency +18

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process

Qin Lu, Konstantinos D. Polyzos, Bingcong Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 43 citations

Artificial Intelligence, Engineering, Machine Learning +20

Secure Mobile Edge Computing in IoT via Collaborative Online Learning

Bingcong Li, Tianyi Chen, Georgios B. Giannakis · IEEE Transactions on Signal Processing · 2019 · 42 citations · Full text

A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation

Gang Wang, Bingcong Li, Georgios B. Giannakis · arXiv (Cornell University) · 2019 · 25 citations · Full text

Engineering, Machine Learning, Linear Function Approximation +17

A Momentum-Guided Frank-Wolfe Algorithm

Bingcong Li, Mario Coutiño, Georgios B. Giannakis et al. · IEEE Transactions on Signal Processing · 2021 · 24 citations · Full text

Mathematical Programming, Numerical Analysis, Large-scale Global Optimization +18

Rows per page

1–5 of 10