Xuefeng Gao

A new methodology for building energy performance benchmarking: An approach based on intelligent clustering algorithm

Xuefeng Gao, Ali Malkawi · Energy and Buildings · 2014 · 161 citations

Cluster Computing, Benchmarking, Engineering +14

Functional central limit theorems for stationary Hawkes processes and application to infinite-server queues

Xuefeng Gao, Lingjiong Zhu · Queueing Systems · 2018 · 63 citations · Full text

Stationary Hawkes Processes, Engineering, Infinite-server Queues +6

Validity of heavy-traffic steady-state approximations in many-server queues with abandonment

J. G. Dai, A. B. Dieker, Xuefeng Gao · Queueing Systems · 2014 · 37 citations

Congestion Management, Engineering, Performance Modeling +7

Large deviations and applications for Markovian Hawkes processes with a large initial intensity

Xuefeng Gao, Lingjiong Zhu · Bernoulli · 2018 · 33 citations · Full text

Large Deviations, Engineering, Stochastic Phenomenon +16

Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Non-Convex Stochastic Optimization: Non-Asymptotic Performance Bounds and Momentum-Based Acceleration

Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu · arXiv (Cornell University) · 2018 · 31 citations · Full text

Momentum-based Acceleration, Non-convex Stochastic Optimization, Engineering +14