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Xue-Feng Gao · SciRah

Researcher profile · Semantic Scholar

Xue-Feng Gao

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Xue-Feng Gao — researcher profile on SciRah

h-index: 17
Works: 45
Citations: 3,299

Most-cited papers

Biophysics: Water-repellent legs of water striders
Xue-Feng Gao, Lei Jiang
2004Nature2,424 citations
Semantic Scholar
A new methodology for building energy performance benchmarking: An approach based on intelligent clustering algorithm
Xue-Feng Gao, A. Malkawi
2014166 citations
Semantic Scholar
Functional central limit theorems for stationary Hawkes processes and application to infinite-server queues
Xue-Feng Gao, Lingjiong Zhu
2016Queueing systems86 citations Open access
Semantic Scholar
Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Non-Convex Stochastic Optimization: Non-Asymptotic Performance Bounds and Momentum-Based Acceleration
Xue-Feng Gao, M. Gürbüzbalaban, Lingjiong Zhu
2018Operational Research74 citations Open access
Semantic Scholar
Positive recurrence of piecewise Ornstein–Uhlenbeck processes and common quadratic Lyapunov functions
A. Dieker, Xue-Feng Gao
201150 citations Open access
Semantic Scholar
Validity of heavy-traffic steady-state approximations in many-server queues with abandonment
Jian-Gang Dai, A. Dieker, Xue-Feng Gao
2013Queueing systems42 citations Open access
Semantic Scholar
State-Dependent Temperature Control for Langevin Diffusions
Xue-Feng Gao, Zuo-Quan Xu, Xun-Yu Zhou
2020SIAM Journal of Control and Optimization41 citations Open access
Semantic Scholar
Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization
Xue-Feng Gao, M. Gürbüzbalaban, Lingjiong Zhu
2018Neural Information Processing Systems38 citations
Semantic Scholar
Large deviations and applications for Markovian Hawkes processes with a large initial intensity
Xue-Feng Gao, Lingjiong Zhu
2016Bernoulli36 citations Open access
Semantic Scholar
Limit theorems for Markovian Hawkes processes with a large initial intensity
Xue-Feng Gao, Lingjiong Zhu
2015Stochastic Processes and their Applications34 citations Open access
Semantic Scholar
Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo
M. Gürbüzbalaban, Xue-Feng Gao, Yuanhan Hu, Lingjiong Zhu
2020Journal of machine learning research32 citations
Semantic Scholar
Transform analysis for Hawkes processes with applications in dark pool trading
Xue-Feng Gao, Xiaoping Zhou, Lingjiong Zhu
201730 citations Open access
Semantic Scholar
Sublinear regret for learning POMDPs
Yi Xiong, Ningyuan Chen, Xue-Feng Gao, Xiang Zhou
2021Production and operations management29 citations Open access
Semantic Scholar
HYDRODYNAMIC LIMIT OF ORDER-BOOK DYNAMICS
Xue-Feng Gao, J.-G. Dai, Ton Dieker, S. Deng
2014Probability in the engineering and informational sciences (Print)29 citations Open access
Semantic Scholar
Regime Switching Bandits
Xiang Zhou, Ningyuan Chen, Xue-Feng Gao, Yi Xiong
2020Neural Information Processing Systems23 citations
Semantic Scholar
Reinforcement Learning for Continuous-Time Optimal Execution: Actor-Critic Algorithm and Error Analysis
Boyu Wang, Xue-Feng Gao, Ling-Fei Li
2023Social Science Research Network21 citations Open access
Semantic Scholar
Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents
Wenhao Xu, Xue-Feng Gao, Xue-Dong He
2023International Conference on Machine Learning17 citations Open access
Semantic Scholar
Optimal market making in the presence of latency
Xue-Feng Gao, Yun-Han Wang
2018Quantitative finance (Print)12 citations Open access
Semantic Scholar
Logarithmic regret bounds for continuous-time average-reward Markov decision processes
Xue-Feng Gao, Xun-Yu Zhou
2022SIAM Journal of Control and Optimization11 citations Open access
Semantic Scholar
Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization
Xue-Feng Gao, M. Gürbüzbalaban, Lingjiong Zhu
2020Neural Information Processing Systems9 citations
Semantic Scholar
Non-Convex Stochastic Optimization via Non-Reversible Stochastic Gradient Langevin Dynamics
Yuanhan Hu, Xiao-Yu Wang, Xue-Feng Gao, Mert Gurbuzbalaban +1 more
20209 citations
Semantic Scholar
Optimal order execution using hidden orders
Yuanyuan Chen, Xue-Feng Gao, Duan Li
2018Journal of Economic Dynamics and Control9 citations
Semantic Scholar
Sensitivity analysis for diffusion processes constrained to an orthant.
A. Dieker, Xue-Feng Gao
20119 citations Open access
Semantic Scholar
A data-driven deep learning approach for options market making
Qianhui Lai, Xue-Feng Gao, Ling-Fei Li
2023Social Science Research Network8 citations Open access
Semantic Scholar
Square-root regret bounds for continuous-time episodic Markov decision processes
Xue-Feng Gao, Xun-Yu Zhou
2022Mathematics of Operations Research8 citations Open access
Semantic Scholar
A new methodology for building energy benchmarking: An approach based on clustering concept and statistical models
Xue-Feng Gao
20138 citations
Semantic Scholar
Synthesis of the solar heat reflecting membrane by duplicating the Saharan silver ant micro-hair structure
Xue-Feng Gao, Zhiheng Sun, Jianping Ma, Wen-Xia Chen +2 more
2023Colloid and Polymer Science6 citations Open access
Semantic Scholar
Debiasing Samples from Online Learning Using Bootstrap
Ningyuan Chen, Xue-Feng Gao, Yi Xiong
2021International Conference on Artificial Intelligence and Statistics6 citations
Semantic Scholar
Stochastic optimal control for a general class of dynamic resource allocation problems
Xue-Feng Gao, Yingdong Lu, Mayank Sharma, M. Squillante +1 more
2013PERV6 citations Open access
Semantic Scholar
A New Method For Predicting Mixed-use Building Energy: The Use Of Simulation To Develop Statistical Models
Xue-Feng Gao, A. Malkawi, Y. Yi, T. Chan
2013Building Simulation Conference Proceedings6 citations
Semantic Scholar
Technical Note - Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees
Xue-Feng Gao, Junfei Huang, Jiheng Zhang
2023Operational Research5 citations
Semantic Scholar
Asymptotically Optimal Control of Make-to-Stock Systems
Xue-Feng Gao, Junfei Huang
2023Mathematics of Operations Research4 citations
Semantic Scholar
Non-Convex Optimization via Non-Reversible Stochastic Gradient Langevin Dynamics
Yuanhan Hu, Xiao-Yu Wang, Xue-Feng Gao, Mert Gurbuzbalaban +1 more
20204 citations
Semantic Scholar
Affine Point Processes: Refinements to Large-Time Asymptotics.
Xue-Feng Gao, Lingjiong Zhu
20193 citations
Semantic Scholar
Electronic Market Making and Latency
Xue-Feng Gao, Yun-Han Wang
20183 citations
Semantic Scholar
Order Scoring, Bandit Learning and Order Cancellations
Xue-Feng Gao, Tianrun Xu
2021Journal of Economic Dynamics and Control2 citations
Semantic Scholar
Bounded-Velocity Stochastic Control for Dynamic Resource Allocation
Xue-Feng Gao, Yingdong Lu, Mayank Sharma, M. Squillante +1 more
20182 citations
Semantic Scholar
Optimal Order Exposure in a Limit Order Market
Yuanyuan Chen, Xue-Feng Gao
20171 citations
Semantic Scholar
Temperature Control for Langevin Diffusions
Xue-Feng Gao, Zuo-Quan Xu, Xun-Yu Zhou
20200 citations
Semantic Scholar
Market Making and Latency
Xue-Feng Gao, Yun-Han Wang
20180 citations
Semantic Scholar
Intervention outcomes of 24-week comprehensive exercise on knee isokinetic muscle strength in 45-59-year-old middle-aged population
Xue-Feng Gao, Yong-Ling Xu, Xiaowen Zhang
20150 citations
Semantic Scholar
Stochastic Optimal Control for a Class of General Dynamic Resource Allocation Problems ⇤
Xue-Feng Gao, Yingdong Lu, Mayank Sharma, M. Squillante +1 more
20140 citations
Semantic Scholar
Rewards, costs and flexibility in dynamic resource allocation: a stochastic optimal control approach
Xue-Feng Gao, Yingdong Lu, Mayank Sharma, M. Squillante +1 more
2014PERV0 citations
Semantic Scholar
Stochastic models for service systems and limit order books
Xue-Feng Gao
20130 citations
Semantic Scholar
IN DISCRETE OPTIMIZATION : MODELS , COMPLEXITY AND ALGORITHMS
D. Dadush, Xue-Feng Gao, Cristóbal Guzmán, F. Kılınç-Karzan +4 more
20130 citations
Semantic Scholar

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