Zhengyuan Zhou
Orcid: 0000-0002-0005-9411
According to our database1,
Zhengyuan Zhou
authored at least 126 papers
between 2012 and 2025.
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Collaborative distances:
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On csauthors.net:
Bibliography
2025
TIGC-Net: Transformer-Improved Graph Convolution Network for spatio-temporal prediction.
Biomed. Signal Process. Control., 2025
2024
Multim. Syst., June, 2024
RED-Net: Residual and Enhanced Discriminative Network for Image Steganalysis in the Internet of Medical Things and Telemedicine.
IEEE J. Biomed. Health Informatics, March, 2024
IEEE Trans. Neural Networks Learn. Syst., January, 2024
Math. Oper. Res., 2024
Manag. Sci., 2024
Manag. Sci., 2024
Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces.
CoRR, 2024
Simulation-Based Benchmarking of Reinforcement Learning Agents for Personalized Retail Promotions.
CoRR, 2024
Stochastic contextual bandits with graph feedback: from independence number to MAS number.
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
On the Convergence of Projected Bures-Wasserstein Gradient Descent under Euclidean Strong Convexity.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Structured Sparsity Optimization With Non-Convex Surrogates of $\ell _{2,0}$ℓ2,0-Norm: A Unified Algorithmic Framework.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2023
Oper. Res., January, 2023
J. Artif. Intell. Res., 2023
Adaptive, Doubly Optimal No-Regret Learning in Strongly Monotone and Exp-Concave Games with Gradient Feedback.
CoRR, 2023
Near-Optimal High-Probability Convergence for Non-Convex Stochastic Optimization with Variance Reduction.
CoRR, 2023
Breaking the Lower Bound with (Little) Structure: Acceleration in Non-Convex Stochastic Optimization with Heavy-Tailed Noise.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
2022
IEEE Trans. Autom. Control., 2022
Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent States.
J. Mach. Learn. Res., 2022
J. Mach. Learn. Res., 2022
J. Artif. Intell. Res., 2022
Batched Learning in Generalized Linear Contextual Bandits With General Decision Sets.
IEEE Control. Syst. Lett., 2022
Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
CoRR, 2021
Simple Agent, Complex Environment: Efficient Reinforcement Learning with Agent State.
CoRR, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Provably Sample Efficient Reinforcement Learning in Competitive Linear Quadratic Systems.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Finite-Sample Regret Bound for Distributionally Robust Offline Tabular Reinforcement Learning.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
SIAM J. Optim., 2020
SIAM J. Control. Optim., 2020
policytree: Policy learning via doubly robust empirical welfare maximization over trees.
J. Open Source Softw., 2020
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits.
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Understanding l4-based Dictionary Learning: Interpretation, Stability, and Robustness.
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Electrochemiluminescence Sensor Based on Electrospun Three-Dimensional Carbon Nanofibers for the Detection of Difenidol Hydrochloride.
Sensors, 2019
Math. Program., 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the International Conference on Computing, Networking and Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the 2019 IEEE International Conference on Communications, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Autom. Control., 2018
Deterministic and Stochastic Wireless Network Games: Equilibrium, Dynamics, and Price of Anarchy.
Oper. Res., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the IEEE International Conference on Intelligence and Safety for Robotics, 2018
Proceedings of the 35th International Conference on Machine Learning, 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels.
Proceedings of the 35th International Conference on Machine Learning, 2018
Proceedings of the 2018 IEEE International Conference on Communications, 2018
Proceedings of the 57th IEEE Conference on Decision and Control, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
Proceedings of the 2018 Annual American Control Conference, 2018
2017
IEEE Trans. Autom. Control., 2017
IEEE Trans. Autom. Control., 2017
Int. J. Data Sci. Anal., 2017
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017
Proceedings of the 28th IEEE Annual International Symposium on Personal, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
Proceedings of the 2017 International Conference on Computing, 2017
Proceedings of the 2017 IEEE Global Communications Conference, 2017
Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017
Asynchronous best-response dynamics for resource allocation games in cloud computing.
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 2017 American Control Conference, 2017
Proceedings of the 2017 American Control Conference, 2017
2016
A Stochastic Stability Characterization of the Foschini-Miljanic Algorithm in Random Wireless Networks.
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Proceedings of the Decision and Game Theory for Security - 7th International Conference, 2016
Proceedings of the 2016 IEEE International Conference on Data Science and Advanced Analytics, 2016
Proceedings of the 55th IEEE Conference on Decision and Control, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
Proceedings of the 2015 IEEE Global Communications Conference, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the 54th IEEE Conference on Decision and Control, 2015
Proceedings of the American Control Conference, 2015
2014
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014
Convexity verification for a hybrid chance constrained method in stochastic control problems.
Proceedings of the American Control Conference, 2014
Proceedings of the American Control Conference, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the American Control Conference, 2013
2012
Proceedings of the 51th IEEE Conference on Decision and Control, 2012