Wenhao Yang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 58

Top Topics

Markov Decision Process

Reinforcement Learning

Variance Reduction

Image Completion

Top Venues

J. Intell. Manuf.

Publications

Chuhua Xian, Jun Zhang, Wenhao Yang, Yunbo Zhang
Multi-scale progressive fusion-based depth image completion and enhancement for industrial collaborative robot applications. J. Intell. Manuf. 35 (5) (2024)
Wenhao Yang, Xin Chen, Bingbing Ji, Futian Zhu, Ruizhe Chen
Deep Capsule Network Design Method for Gait Recognition. ICIC (5) (2024)
Weijie He, Lanxuan Guo, Wenhao Yang, Xiangning Lin, Fanrong Wei, Samir M. Dawoud
Co-Optimization Strategy of Island Distribution Grid and Time-of-Use Pricing Considering the Time Response Characteristics of Multiple Interruptible Loads. IEEE Access 12 (2024)
Kai Gao, Weiwei Xu, Wenhao Yang, Minghui Zhou
PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages. Proc. ACM Softw. Eng. 1 (FSE) (2024)
Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, Lijun Zhang
Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees. AAAI (2024)
Hongfu Shi, Wenhao Yang, Shanqiang Fu, Hongtao Liu, Jing Yang, Kai Li, Zigang Deng
Characteristics Analysis and Dynamic Test of Air-Cored Permanent Magnet Linear Synchronous Motor for Null-Flux PMEDS Vehicle. IEEE Trans. Instrum. Meas. 73 (2024)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-Infinitely Constrained Markov Decision Processes and Provably Efficient Reinforcement Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Bingbing Ji, Xin Chen, Wenhao Yang, Futian Zhu
Boosting Robustness of Silhouette-Based Gait Recognition Against Adversarial Attacks. ICIC (5) (2024)
Zhuojun Chen, Wenhao Yang, Jinghang Chen, Zujun Wang, Ding Ding
Improving Radiation Reliability of SRAM-Based Physical Unclonable Function With Self-Healing and Pre-Irradiation Masking Techniques. IEEE Trans. Very Large Scale Integr. Syst. 32 (2) (2024)
Wenhao Yang, Yunbo Zhang
A Global Correction Framework for Camera Registration in Video See-Through Augmented Reality Systems. J. Comput. Inf. Sci. Eng. 24 (3) (2024)
Wenhao Yang, Qinqin Xiao, Yunbo Zhang
bot: a human-centered augmented reality robot programming method with the awareness of cognitive load. J. Intell. Manuf. 35 (5) (2024)
Wenhao Yang, Yingchun Jian, Yibo Wang, Shiyin Lu, Lei Shen, Bing Wang, Haihong Tang, Lijun Zhang
Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning. WWW (2024)
Wenhao Yang, Xiwen Dengxiong, Xueting Wang, Yidan Hu, Yunbo Zhang
"I Can See Your Password": A Case Study About Cybersecurity Risks in Mid-Air Interactions of Mixed Reality-Based Smart Manufacturing Applications. J. Comput. Inf. Sci. Eng. 24 (3) (2024)
Wenhao Yang, Shihong Ding, Chen Ding
Fast Supertwisting Sliding Mode Control With Antipeaking Extended State Observer for Path-Tracking of Unmanned Agricultural Vehicles. IEEE Trans. Ind. Electron. 71 (10) (2024)
Futian Zhu, Xin Chen, Bingbing Ji, Wenhao Yang, Ruizhe Chen
Multi-gait Synthesis Based on Convolutional Neural Networks. ICIC (12) (2024)
Zijian Cao, Qiao Sun, Wenhao Yang, Changcheng Song, Zhe Wang, Huiyuan Li
A novel HPL-AI approach for FP16-only accelerator and its instantiation on Kunpeng+Ascend AI-specific platform. J. Parallel Distributed Comput. 190 (2024)
Wei Jiang, Sifan Yang, Wenhao Yang, Yibo Wang, Yuanyu Wan, Lijun Zhang
Projection-Free Variance Reduction Methods for Stochastic Constrained Multi-Level Compositional Optimization. CoRR (2024)
Wei Jiang, Sifan Yang, Wenhao Yang, Lijun Zhang
Efficient Sign-Based Optimization: Accelerating Convergence via Variance Reduction. CoRR (2024)
Wenhao Yang, Jianguo Wei, Wenhuan Lu, Lei Li, Xugang Lu
Robust Channel Learning for Large-Scale Radio Speaker Verification. CoRR (2024)
Kai Gao, Weiwei Xu, Wenhao Yang, Minghui Zhou
PyRadar: Towards Automatically Retrieving and Validating Source Code Repository Information for PyPI Packages. CoRR (2024)
Wenhao Yang, Yibo Wang, Peng Zhao, Lijun Zhang
Universal Online Convex Optimization with 1 Projection per Round. CoRR (2024)
Rong Fan, Zhigang Jin, Wenhao Yang, Sidan Yang, Yishan Su
A time-varying acoustic channel-aware topology control mechanism for cooperative underwater sonar detection network. Ad Hoc Networks 149 (2023)
Xiang Li, Wenhao Yang, Jiadong Liang, Zhihua Zhang, Michael I. Jordan
A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning. AISTATS (2023)
Hao Zhou, Kunpeng Wang, Juan Yao, Wenhao Yang, Yi Chai
Anomaly Sound Detection of Industrial Equipment Based on Incremental Learning. SAFEPROCESS (2023)
Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, Lijun Zhang
Non-stationary Projection-free Online Learning with Dynamic and Adaptive Regret Guarantees. CoRR (2023)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning. CoRR (2023)
Zhimin Hou, Wenhao Yang, Rui Chen, Pingfa Feng, Jing Xu
A Hierarchical Compliance-Based Contextual Policy Search for Robotic Manipulation Tasks With Multiple Objectives. IEEE Trans. Ind. Informatics 19 (4) (2023)
Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári, Wataru Kumagai, Yutaka Matsuo
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice. CoRR (2023)
Liangyu Zhang, Yang Peng, Jiadong Liang, Wenhao Yang, Zhihua Zhang
Estimation and Inference in Distributional Reinforcement Learning. CoRR (2023)
Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári, Wataru Kumagai, Yutaka Matsuo
Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice. ICML (2023)
Wenhao Yang, Han Wang, Tadashi Kozuno, Scott M. Jordan, Zhihua Zhang
Avoiding Model Estimation in Robust Markov Decision Processes with a Generative Model. CoRR (2023)
Chuhan Xie, Wenhao Yang, Zhihua Zhang
Semiparametrically Efficient Off-Policy Evaluation in Linear Markov Decision Processes. ICML (2023)
Firew Tadele, Jianguo Wei, Kiyoshi Honda, Ruiteng Zhang, Wenhao Yang
Effect of Language Mixture on Speaker Verification: An Investigation with Amharic, English, and Mandarin Chinese. ICAIS (3) (2022)
Liangyu Zhang, Yang Peng, Wenhao Yang, Zhihua Zhang
Semi-infinitely Constrained Markov Decision Processes. NeurIPS (2022)
Xiaobo Xia, Wenhao Yang, Jie Ren, Yewen Li, Yibing Zhan, Bo Han, Tongliang Liu
Pluralistic Image Completion with Probabilistic Mixture-of-Experts. CoRR (2022)
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang
Federated Reinforcement Learning with Environment Heterogeneity. AISTATS (2022)
Tadashi Kozuno, Wenhao Yang, Nino Vieillard, Toshinori Kitamura, Yunhao Tang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Michal Valko, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári
KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal. CoRR (2022)
Linghao Chen, He Li, Wenhao Yang
AnomMAN: Detect Anomaly on Multi-view Attributed Networks. CoRR (2022)
Wenhao Yang, Guanyu Chen, Zhicheng Zhao, Fei Su, Hongying Meng
iCGPN: Interaction-centric graph parsing network for human-object interaction detection. Neurocomputing 502 (2022)
Miao Lu, Wenhao Yang, Liangyu Zhang, Zhihua Zhang
Statistical Estimation of Confounded Linear MDPs: An Instrumental Variable Approach. CoRR (2022)
Wenhao Yang
Channel space weighted fusion-oriented feature pyramid network for motor imagery EEG signal recognition. EAI Endorsed Trans. Scalable Inf. Syst. 9 (34) (2022)
Xiaobo Xia, Wenhao Yang, Jie Ren, Yewen Li, Yibing Zhan, Bo Han, Tongliang Liu
Pluralistic Image Completion with Gaussian Mixture Models. NeurIPS (2022)
Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang, Zhihua Zhang
Federated Reinforcement Learning with Environment Heterogeneity. CoRR (2022)
Wenhao Yang, Zhihua Zhang
Non-asymptotic Performances of Robust Markov Decision Processes. CoRR (2021)
Xiang Li, Wenhao Yang, Zhihua Zhang, Michael I. Jordan
Polyak-Ruppert Averaged Q-Leaning is Statistically Efficient. CoRR (2021)
Wenhao Yang, Yinan Song, Zhicheng Zhao, Fei Su
Instance Search via Fusing Hierarchical Multi-level Retrieval and Human-object Interaction Detection. ICCVW (2021)
Yuelin Deng, Zhimin Hou, Wenhao Yang, Jing Xu
Sample-Efficiency, Stability and Generalization Analysis for Deep Reinforcement Learning on Robotic Peg-in-Hole Assembly. ICIRA (2) (2021)
G. Reza Djavanshir, Xinrui Chen, Wenhao Yang
A Review of Artificial Intelligence's Neural Networks (Deep Learning) Applications in Medical Diagnosis and Prediction. IT Prof. 23 (3) (2021)
Xiang Li, Kaixuan Huang, Wenhao Yang, Shusen Wang, Zhihua Zhang
On the Convergence of FedAvg on Non-IID Data. ICLR (2020)
Wenhao Yang, Xiang Li, Guangzeng Xie, Zhihua Zhang
Finding the Near Optimal Policy via Adaptive Reduced Regularization in MDPs. CoRR (2020)
Wenhao Yang, Yue Liu, Fanming Liu
An Improved Relative GNSS Tracking Method Utilizing Single Frequency Receivers. Sensors 20 (15) (2020)
Wenhao Yang, Yue Liu, Fanming Liu
A Novel Precise GNSS Tracking Method Without Solving the Ambiguity Problem. IEEE Access 8 (2020)
Wenhao Yang, Yue Liu, Fanming Liu
An Improved Ambiguity-Free Method for Precise GNSS Positioning with Utilizing Single Frequency Receivers. Sensors 20 (3) (2020)
Xiang Li, Wenhao Yang, Zhihua Zhang
A Unified Framework for Regularized Reinforcement Learning. CoRR (2019)
Xiang Li, Wenhao Yang, Shusen Wang, Zhihua Zhang
Communication Efficient Decentralized Training with Multiple Local Updates. CoRR (2019)
Xiang Li, Kaixuan Huang, Wenhao Yang, Shusen Wang, Zhihua Zhang
On the Convergence of FedAvg on Non-IID Data. CoRR (2019)
Wenhao Yang, Xiang Li, Zhihua Zhang
A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning. NeurIPS (2019)
Wenhao Yang, Chengle Yang, Ruijie Zhang, Wenzeng Zhang
A Novel Worm-inspired Wall Climbing Robot with Sucker-microspine Composite Structure. ICARM (2018)