Shengbo Wang

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 44

Top Topics

Markov Decision Process

Sample Complexity

Top Venues

Nucleic Acids Res.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Ind. Electron.

Publications

Shengbo Wang, Chuan Lin, Guangjie Han, Shengchao Zhu, Zhixian Li, Zhenyu Wang
Multi-AUV Cooperative Underwater Multi-Target Tracking Based on Dynamic-Switching-enabled Multi-Agent Reinforcement Learning. CoRR (2024)
Shengbo Wang, José H. Blanchet, Peter W. Glynn
Optimal Sample Complexity for Average Reward Markov Decision Processes. ICLR (2024)
Shengbo Wang, Nian Si, Jose H. Blanchet, Zhengyuan Zhou
Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces. CoRR (2024)
Shengbo Wang, Xiuyou Wang
Feature pyramid-based convolutional neural network image inpainting. Signal Image Video Process. 18 (1) (2024)
Shengbo Wang, Yu Guo, Shaohua Huang, Daoyuan Liu, Pengzhou Tang, Litong Zhang
A spatial-temporal feature fusion network for order remaining completion time prediction in discrete manufacturing workshop. Int. J. Prod. Res. 62 (10) (2024)
Chenyu Zhao, Ciyu Ruan, Shengbo Wang, Jirong Zha, Haoyang Wang, Jiaqi Li, Yuxuan Liu, Xuzhe Wang, Xinlei Chen
Demo Abstract: Bio-inspired Tactile Sensing for MAV Landing with Extreme Low-cost Sensors. IPSN (2024)
Chuanxin Zhang, Shengbo Wang, Yuting Cao, Song Zhu, Zhenyuan Guo, Shiping Wen
Robust model predictive control for continuous nonlinear systems with the quasi-infinite adaptive horizon algorithm. J. Frankl. Inst. 361 (2) (2024)
Shengbo Wang, Ke Li
Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence. AAAI (2024)
Shengbo Wang, Cong Li, Tongming Pu, Jian Zhang, Weihao Ma, Luigi G. Occhipinti, Arokia Nathan, Shuo Gao
Real-Time State Modulation and Acquisition Circuit in Neuromorphic Memristive Systems. CoRR (2024)
Fei Ma, Shengbo Wang, Ronghua Cheng, Jing Meng
Segmentation on OCTA Image of Fundus in vivo based on Attention Module. CACML (2024)
Lekai Song, Pengyu Liu, Jingfang Pei, Yang Liu, Songwei Liu, Shengbo Wang, Leonard W. T. Ng, Tawfique Hasan, Kong-Pang Pun, Shuo Gao, Guohua Hu
Lightweight, error-tolerant edge detection using memristor-enabled stochastic logics. CoRR (2024)
Lin Tang, Sumin Wang, Meng Zhou, Yinfan Ding, Chao Wang, Shengbo Wang, Zhen Sun, Jie Wu
Research on recognition algorithm for gesture page turning based on wireless sensing. Intell. Converged Networks 4 (1) (2023)
Shengbo Wang, Nian Si, Jose H. Blanchet, Zhengyuan Zhou
On the Foundation of Distributionally Robust Reinforcement Learning. CoRR (2023)
Shengbo Wang, Nian Si, José H. Blanchet, Zhengyuan Zhou
A Finite Sample Complexity Bound for Distributionally Robust Q-learning. AISTATS (2023)
Shengbo Wang, Shiping Wen, Yin Yang, Yuting Cao, Kaibo Shi, Tingwen Huang
Suboptimal Safety-Critical Control for Continuous Systems Using Prediction-Correction Online Optimization. IEEE Trans. Syst. Man Cybern. Syst. 53 (7) (2023)
Daoyuan Liu, Yu Guo, Shaohua Huang, Shengbo Wang, Tao Wu
Dynamic production bottleneck prediction using a data-driven method in discrete manufacturing system. Adv. Eng. Informatics 58 (2023)
Shengbo Wang, Nian Si, Jose H. Blanchet, Zhengyuan Zhou
Sample Complexity of Variance-reduced Distributionally Robust Q-learning. CoRR (2023)
Zhiquan Yang, Jing Wang, Yiming Huang, Shengbo Wang, Lulu Wei, Dongxu Liu, Yonglin Weng, Jinhai Xiang, Qiang Zhu, Zhaoen Yang, Xinhui Nie, Yu Yu, Zuoren Yang, Qing-Yong Yang
CottonMD: a multi-omics database for cotton biological study. Nucleic Acids Res. 51 (D1) (2023)
Shengbo Wang, Shuo Gao, Chenyu Tang, Cong Li, Shurui Wang, Jiaqi Wang, Hubin Zhao, Guohua Hu, Arokia Nathan, Ravinder Dahiya, Luigi G. Occhipinti
Intelligent machines work in unstructured environments by differential neural computing. CoRR (2023)
Shengbo Wang, Shiping Wen, Kaibo Shi, Xiaojun Zhou, Tingwen Huang
Approximate Optimal Control for Nonlinear Systems With Periodic Event-Triggered Mechanism. IEEE Trans. Neural Networks Learn. Syst. 34 (6) (2023)
Shengbo Wang, Ke Li
Constrained Bayesian Optimization Under Partial Observations: Balanced Improvements and Provable Convergence. CoRR (2023)
Shengbo Wang, Bo Lyu, Shiping Wen, Kaibo Shi, Song Zhu, Tingwen Huang
Robust Adaptive Safety-Critical Control for Unknown Systems With Finite-Time Elementwise Parameter Estimation. IEEE Trans. Syst. Man Cybern. Syst. 53 (3) (2023)
Eric W. Deutsch, Nuno Bandeira, Yasset Pérez-Riverol, Vagisha Sharma, Jeremy Carver, Luis Mendoza, Deepti Jaiswal Kundu, Shengbo Wang, Chakradhar Bandla, Selvakumar Kamatchinathan, Suresh Hewapathirana, Benjamin S. Pullman, Julie Wertz, Zhi Sun, Shin Kawano, Shujiro Okuda, Yu Watanabe, Brendan MacLean, Michael J. MacCoss, Yunping Zhu, Yasushi Ishihama, Juan Antonio Vizcaíno
The ProteomeXchange consortium at 10 years: 2023 update. Nucleic Acids Res. 51 (D1) (2023)
Shengbo Wang, Nian Si, Jose Blanchet, Zhengyuan Zhou
A Finite Sample Complexity Bound for Distributionally Robust Q-learning. CoRR (2023)
Shengbo Wang, Jose Blanchet, Peter W. Glynn
Optimal Sample Complexity of Reinforcement Learning for Uniformly Ergodic Discounted Markov Decision Processes. CoRR (2023)
Shengbo Wang, Ke Li, Yin Yang, Yuting Cao, Tingwen Huang, Shiping Wen
Model-Assisted Probabilistic Safe Adaptive Control With Meta-Bayesian Learning. CoRR (2023)
Shengbo Wang, Shiping Wen, Yin Yang, Kaibo Shi, Tingwen Huang
Suboptimal Leader-to-Coordination Control for Nonlinear Systems With Switching Topologies: A Learning-Based Method. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Shengbo Wang, Jose H. Blanchet, Peter W. Glynn
Optimal Sample Complexity for Average Reward Markov Decision Processes. CoRR (2023)
Yasset Pérez-Riverol, Jingwen Bai, Chakradhar Bandla, David García-Seisdedos, Suresh Hewapathirana, Selvakumar Kamatchinathan, Deepti Jaiswal Kundu, Ananth Prakash, Anika Frericks-Zipper, Martin Eisenacher, Mathias Walzer, Shengbo Wang, Alvis Brazma, Juan Antonio Vizcaíno
The PRIDE database resources in 2022: a hub for mass spectrometry-based proteomics evidences. Nucleic Acids Res. 50 (D1) (2022)
Shengbo Wang, Shiping Wen, Kaibo Shi, Tingwen Huang
Suboptimal Safety-Critical Control for Continuous Systems Using Prediction-Correction Online Optimization. CoRR (2022)
Pablo Moreno, Silvie Fexova, Nancy George, Jonathan R. Manning, Zhichao Miao, Suhaib Mohammed, Alfonso Muñoz-Pomer Fuentes, Anja Füllgrabe, Yalan Bi, Natassja Bush, Haider Iqbal, Upendra Kumbham, Andrey Solovyev, Lingyun Zhao, Ananth Prakash, David García-Seisdedos, Deepti Jaiswal Kundu, Shengbo Wang, Mathias Walzer, Laura Clarke, David Osumi-Sutherland, Marcela Karey Tello-Ruiz, Sunita Kumari, Doreen Ware, Jana Eliasova, Mark J. Arends, Martijn C. Nawijn, Kerstin B. Meyer, Tony Burdett, John C. Marioni, Sarah A. Teichmann, Juan Antonio Vizcaíno, Alvis Brazma, Irene Papatheodorou
Expression Atlas update: gene and protein expression in multiple species. Nucleic Acids Res. 50 (D1) (2022)
Shengbo Wang, David García-Seisdedos, Ananth Prakash, Deepti Jaiswal Kundu, Andrew Collins, Nancy George, Silvie Fexova, Pablo Moreno, Irene Papatheodorou, Andrew R. Jones, Juan Antonio Vizcaíno
Integrated view and comparative analysis of baseline protein expression in mouse and rat tissues. PLoS Comput. Biol. 18 (6) (2022)
Tom Altenburg, Sven H. Giese, Shengbo Wang, Thilo Muth, Bernhard Y. Renard
Ad hoc learning of peptide fragmentation from mass spectra enables an interpretable detection of phosphorylated and cross-linked peptides. Nat. Mach. Intell. 4 (4) (2022)
Shengbo Wang, Bo Lyu, Shiping Wen, Kaibo Shi, Tingwen Huang
Robust Finite-Time Adaptation Law for Safety-Critical Control. CoRR (2021)
Binbin Li, Zigao Xu, Shengbo Wang, Linjie Han, Dianguo Xu
Interface Algorithm Design for Power Hardware-in-the-loop Emulation of Modular Multilevel Converter Within High-Voltage Direct Current Systems. IEEE Trans. Ind. Electron. 68 (12) (2021)
Shengbo Wang, Shiping Wen, Kaibo Shi, Song Zhu, Tingwen Huang
Optimal Tracking Control for Unknown Linear Systems with Finite-Time Parameter Estimation. CoRR (2021)
Shengbo Wang, Yuting Cao, Zhenyuan Guo, Zheng Yan, Shiping Wen, Tingwen Huang
Periodic Event-Triggered Synchronization of Multiple Memristive Neural Networks With Switching Topologies and Parameter Mismatch. IEEE Trans. Cybern. 51 (1) (2021)
Bo Lyu, Shengbo Wang, Shiping Wen, Kaibo Shi, Yin Yang, Tingwen Huang
AutoGMap: Learning to Map Large-scale Sparse Graphs on Memristive Crossbars. CoRR (2021)
Bo Sun, Shengbo Wang, Yuting Cao, Zhenyuan Guo, Tingwen Huang, Shiping Wen
Exponential synchronization of memristive neural networks with time-varying delays via quantized sliding-mode control. Neural Networks 126 (2020)
Bo Sun, Shiping Wen, Shengbo Wang, Tingwen Huang, Yiran Chen, Peng Li
Quantized synchronization of memristive neural networks with time-varying delays via super-twisting algorithm. Neurocomputing 380 (2020)
Shengbo Wang, Yuting Cao, Tingwen Huang, Yiran Chen, Shiping Wen
Event-triggered distributed control for synchronization of multiple memristive neural networks under cyber-physical attacks. Inf. Sci. 518 (2020)
Yuting Cao, Shengbo Wang, Zhenyuan Guo, Tingwen Huang, Shiping Wen
Synchronization of memristive neural networks with leakage delay and parameters mismatch via event-triggered control. Neural Networks 119 (2019)
Shengbo Wang, Yanyi Cao, Tingwen Huang, Shiping Wen
Passivity and passification of memristive neural networks with leakage term and time-varying delays. Appl. Math. Comput. 361 (2019)
Zigao Xu, Binbin Li, Shengbo Wang, Shiguang Zhang, Dianguo Xu
Generalized Single-Phase Harmonic State Space Modeling of the Modular Multilevel Converter With Zero-Sequence Voltage Compensation. IEEE Trans. Ind. Electron. 66 (8) (2019)
Jun Li, Mingmin Zhang, Zhigeng Pan, Shengbo Wang, Zheng Yan
Creating real body model of dressed human based on fat extent of body. Multim. Tools Appl. 74 (17) (2015)