Xuefeng Gao

According to our database, Xuefeng Gao authored at least 39 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Some Interesting Bifurcation Phenomena in the Generalized KdV-mKdV-Like Equation.

Yiren Chen, Yan Liang, Xuefeng Gao, Si Chen, Yu Han

Int. J. Bifurc. Chaos, July, 2024

Fake News, Real Emotions: Emotion Analysis of COVID-19 Infodemic in Weibo.

Mingyu Wan, Yin Zhong, Xuefeng Gao, Sophia Yat Mei Lee, Chu-Ren Huang

IEEE Trans. Affect. Comput., 2024

Logarithmic Regret Bounds for Continuous-Time Average-Reward Markov Decision Processes.

Xuefeng Gao, Xun Yu Zhou

SIAM J. Control. Optim., 2024

Asymptotically Optimal Control of Make-to-Stock Systems.

Xuefeng Gao, Junfei Huang

Math. Oper. Res., 2024

Technical Note - Asymptotically Optimal Control of Omnichannel Service Systems with Pick-up Guarantees.

Xuefeng Gao, Junfei Huang, Jiheng Zhang

Oper. Res., 2024

Reward-Directed Score-Based Diffusion Models via q-Learning.

Xuefeng Gao, Jiale Zha, Xun Yu Zhou

CoRR, 2024

Regret Bounds for Episodic Risk-Sensitive Linear Quadratic Regulator.

Wenhao Xu, Xuefeng Gao, Xuedong He

CoRR, 2024

Reinforcement Learning for Intensity Control: An Application to Choice-Based Network Revenue Management.

Huiling Meng, Ningyuan Chen, Xuefeng Gao

CoRR, 2024

No Algorithmic Collusion in Two-Player Blindfolded Game with Thompson Sampling.

Ningyuan Chen, Xuefeng Gao, Yi Xiong

CoRR, 2024

Reinforcement Learning for Jump-Diffusions.

Xuefeng Gao, Lingfei Li, Xun Yu Zhou

CoRR, 2024

Convergence Analysis for General Probability Flow ODEs of Diffusion Models in Wasserstein Distances.

Xuefeng Gao, Lingjiong Zhu

CoRR, 2024

Noise-Resistant Graph Neural Networks for Session-Based Recommendation.

Qi Wang, Anbiao Wu, Ye Yuan, Yishu Wang, Guangqing Zhong, Xuefeng Gao, Chenghu Yang

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023

Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models.

Xuefeng Gao, Hoang M. Nguyen, Lingjiong Zhu

CoRR, 2023

Research on Knowledge Sharing Efficiency Evaluation of Open Innovation Community: A Case of Xiaomi Community.

Jian Tian, Xuefeng Gao

Proceedings of the E-Business. Digital Empowerment for an Intelligent Future, 2023

Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents.

Wenhao Xu, Xuefeng Gao, Xuedong He

Proceedings of the International Conference on Machine Learning, 2023

2022

State-Dependent Temperature Control for Langevin Diffusions.

Xuefeng Gao, Zuo Quan Xu, Xun Yu Zhou

SIAM J. Control. Optim., 2022

Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Nonconvex Stochastic Optimization: Nonasymptotic Performance Bounds and Momentum-Based Acceleration.

Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu

Oper. Res., 2022

Square-root regret bounds for continuous-time episodic Markov decision processes.

Xuefeng Gao, Xun Yu Zhou

CoRR, 2022

Intelligent ventilation remote practice system based on cloud platform.

Weibo Sun, Xuefeng Gao, Yan Wang, Xuan Sun, Siyu Duan, Zihan Wang

Proceedings of the International Conference on Computers, 2022

Debiasing Samples from Online Learning Using Bootstrap.

Ningyuan Chen, Xuefeng Gao, Yi Xiong

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo.

Mert Gürbüzbalaban, Xuefeng Gao, Yuanhan Hu, Lingjiong Zhu

J. Mach. Learn. Res., 2021

Sublinear Regret for Learning POMDPs.

Yi Xiong, Ningyuan Chen, Xuefeng Gao, Xiang Zhou

CoRR, 2021

Regime Switching Bandits.

Xiang Zhou, Yi Xiong, Ningyuan Chen, Xuefeng Gao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Multi-scale Risk Assessment Model of Network Security Based on LSTM.

Yinfei Lv, Huorong Ren, Xuefeng Gao, Tong Sun, Haopeng Zhang, Xinyu Guo

Proceedings of the Verification and Evaluation of Computer and Communication Systems, 2020

Breaking Reversibility Accelerates Langevin Dynamics for Non-Convex Optimization.

Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Ciron: a New Benchmark Dataset for Chinese Irony Detection.

Rong Xiang, Xuefeng Gao, Yunfei Long, Anran Li, Emmanuele Chersoni, Qin Lu, Chu-Ren Huang

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2018

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

Xuefeng Gao, Lingjiong Zhu

Queueing Syst. Theory Appl., 2018

Breaking Reversibility Accelerates Langevin Dynamics for Global Non-Convex Optimization.

Xuefeng Gao, Mert Gürbüzbalaban, Lingjiong Zhu

CoRR, 2018

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

CoRR, 2018

Exclamative Sentences in Emotion Expressions in Mandarin Chinese: A Corpus-based Approach.

Xuefeng Gao, Sophia Yat Mei Lee

Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, 2018

A SkE-Assisted Comparison of Three "Prestige" Near Synonyms in Chinese.

Longxing Li, Chu-Ren Huang, Xuefeng Gao

Proceedings of the Chinese Lexical Semantics - 19th Workshop, 2018

2017

A Corpus-based Analysis of Near-Synonymous Sentence-final Particles in Mandarin Chinese: "bale" and "eryi".

Xuefeng Gao, Yat-Mei Lee

Proceedings of the 31st Pacific Asia Conference on Language, Information and Computation, 2017

2016

IL-2 sensitivity and exogenous IL-2 concentration gradient tune the productive contact duration of CD8⁺ T cell-APC: a multiscale modeling study.

Xuefeng Gao, Christophe Arpin, Jacqueline Marvel, Sotiris A. Prokopiou, Olivier Gandrillon, Fabien Crauste

BMC Syst. Biol., 2016

Impact of step-based tutoring on student learning in linear circuit courses.

Brian J. Skromme, Vignesh Seetharam, Xuefeng Gao, Bhargav Korrapati, Brian E. McNamara, Yih-Fang Huang, Daniel H. Robinson

Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

2015

Step-based tutoring system for introductory linear circuit analysis.

Brian J. Skromme, Paul J. Rayes, Brian E. McNamara, Vignesh Seetharam, Xuefeng Gao, Theodore Thompson, Xiaoxuan Wang, Bing Cheng, Yih-Fang Huang, Daniel H. Robinson

Proceedings of the 2015 IEEE Frontiers in Education Conference, 2015

2014

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

Jim G. Dai, A. B. Dieker, Xuefeng Gao

Queueing Syst. Theory Appl., 2014

2013

Rewards, costs and flexibility in dynamic resource allocation: a stochastic optimal control approach.

Xuefeng Gao, Yingdong Lu, Mayank Sharma, Mark S. Squillante, J. W. Bosman

SIGMETRICS Perform. Evaluation Rev., 2013

Stochastic optimal control for a general class of dynamic resource allocation problems.

Xuefeng Gao, Yingdong Lu, Mayank Sharma, Mark S. Squillante, J. W. Bosman

SIGMETRICS Perform. Evaluation Rev., 2013

2011

Computer simulation of Salmonella typhimurium accumulation within tumors.

Xuefeng Gao, Sabin Tabirca, Mark Tangney

Proceedings of the Computational Methods in Systems Biology, 9th International Conference, 2011