Co-Optimization Strategy of Island Distribution Grid and Time-of-Use Pricing Considering the Time Response Characteristics of Multiple Interruptible Loads.

[BibT_eX]

[DOI]

Weijie He

Lanxuan Guo

IEEE Access, 2024

Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

MMFENet:Multi-Modal Feature Enhancement Network with Transformer for Human-Object Interaction Detection.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2024

Small-loss Adaptive Regret for Online Convex Optimization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Multi-gait Synthesis Based on Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Deep Capsule Network Design Method for Gait Recognition.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Boosting Robustness of Silhouette-Based Gait Recognition Against Adversarial Attacks.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A time-varying acoustic channel-aware topology control mechanism for cooperative underwater sonar detection network.

[BibT_eX]

[DOI]

Ad Hoc Networks, October, 2023

A Hierarchical Compliance-Based Contextual Policy Search for Robotic Manipulation Tasks With Multiple Objectives.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, April, 2023

Estimation and Inference in Distributional Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Avoiding Model Estimation in Robust Markov Decision Processes with a Generative Model.

[BibT_eX]

[DOI]

CoRR, 2023

Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes.

[BibT_eX]

[DOI]

Chuhan Xie

Wenhao Yang

Zhihua Zhang

Proceedings of the International Conference on Machine Learning, 2023

Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice.

[BibT_eX]

[DOI]

Mohammad Gheshlaghi Azar

Proceedings of the International Conference on Machine Learning, 2023

Anomaly Sound Detection of Industrial Equipment Based on Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the CAA Symposium on Fault Detection, 2023

A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

Channel space weighted fusion-oriented feature pyramid network for motor imagery EEG signal recognition.

[BibT_eX]

[DOI]

Wenhao Yang

EAI Endorsed Trans. Scalable Inf. Syst., 2022

iCGPN: Interaction-centric graph parsing network for human-object interaction detection.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach.

[BibT_eX]

[DOI]

CoRR, 2022

KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal.

[BibT_eX]

[DOI]

Mohammad Gheshlaghi Azar

CoRR, 2022

Pluralistic Image Completion with Probabilistic Mixture-of-Experts.

[BibT_eX]

[DOI]

CoRR, 2022

AnomMAN: Detect Anomaly on Multi-view Attributed Networks.

[BibT_eX]

[DOI]

Linghao Chen

He Li

Wenhao Yang

CoRR, 2022

Semi-infinitely Constrained Markov Decision Processes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Pluralistic Image Completion with Gaussian Mixture Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Effect of Language Mixture on Speaker Verification: An Investigation with Amharic, English, and Mandarin Chinese.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

Federated Reinforcement Learning with Environment Heterogeneity.

[BibT_eX]

[DOI]

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

2021

A Review of Artificial Intelligence's Neural Networks (Deep Learning) Applications in Medical Diagnosis and Prediction.

[BibT_eX]

[DOI]

G. Reza Djavanshir

Xinrui Chen

Wenhao Yang

IT Prof., 2021

Polyak-Ruppert Averaged Q-Leaning is Statistically Efficient.

[BibT_eX]

[DOI]

CoRR, 2021

Non-asymptotic Performances of Robust Markov Decision Processes.

[BibT_eX]

[DOI]

Wenhao Yang

Zhihua Zhang

CoRR, 2021

Sample-Efficiency, Stability and Generalization Analysis for Deep Reinforcement Learning on Robotic Peg-in-Hole Assembly.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Robotics and Applications - 14th International Conference, 2021

Instance Search via Fusing Hierarchical Multi-level Retrieval and Human-object Interaction Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020

An Improved Relative GNSS Tracking Method Utilizing Single Frequency Receivers.

[BibT_eX]

[DOI]

Wenhao Yang

Yue Liu

Fanming Liu

Sensors, 2020

An Improved Ambiguity-Free Method for Precise GNSS Positioning with Utilizing Single Frequency Receivers.

[BibT_eX]

[DOI]

Wenhao Yang

Yue Liu

Fanming Liu

Sensors, 2020

Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs.

[BibT_eX]

[DOI]

CoRR, 2020

A Novel Precise GNSS Tracking Method Without Solving the Ambiguity Problem.

[BibT_eX]

[DOI]

Wenhao Yang

Yue Liu

Fanming Liu

IEEE Access, 2020

On the Convergence of FedAvg on Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Communication Efficient Decentralized Training with Multiple Local Updates.

[BibT_eX]

[DOI]

CoRR, 2019

A Unified Framework for Regularized Reinforcement Learning.

[BibT_eX]

[DOI]

Xiang Li

Wenhao Yang

Zhihua Zhang

CoRR, 2019

A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning.

[BibT_eX]

[DOI]

Wenhao Yang

Xiang Li

Zhihua Zhang

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018

A Novel Worm-inspired Wall Climbing Robot with Sucker-microspine Composite Structure.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Advanced Robotics and Mechatronics, 2018

Wenhao Yang

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