Jianhong Wang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 81

Top Topics

Reinforcement Learning

Top Venues

Mechatron. Syst. Control.

Publications

Yuan Zhang, Umashankar Deekshith, Jianhong Wang, Joschka Boedecker
Improving the Efficiency and Efficacy of Multi-Agent Reinforcement Learning on Complex Railway Networks with a Local-Critic Approach. ICAPS (2024)
Zechen Wei, Yanjun Liu, Sijia Liu, Xiaomei Yu, Haoran Zhang, Tao Zhu, Bo Zhang, Yali Zhang, Hongdi Huang, Yang Fan, Hongli Li, Jianhong Wang, Jie Tian, Hui Hui
First Nonhuman Primate-Sized Magnetic Particle Imaging System Based on Digital-Scanned Focus Field. IEEE Trans. Instrum. Meas. 73 (2024)
Jiaxu Liu, Xiangyu Yin, Sihao Wu, Jianhong Wang, Meng Fang, Xinping Yi, Xiaowei Huang
Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming. CoRR (2024)
Hao Hu, Hongkui Zhou, Kai Cao, Weidong Lou, Guangzhi Zhang, Qing Gu, Jianhong Wang
Biomass Estimation of Milk Vetch Using UAV Hyperspectral Imagery and Machine Learning. Remote. Sens. 16 (12) (2024)
Yang Li, Wenhao Zhang, Jianhong Wang, Shao Zhang, Yali Du, Ying Wen, Wei Pan
Aligning Individual and Collective Objectives in Multi-Agent Cooperation. CoRR (2024)
Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, Mengyue Yang
Attaining Human's Desirable Outcomes in Human-AI Interaction via Structural Causal Games. CoRR (2024)
Jianhong Wang
Shapley Value Based Multi-Agent Reinforcement Learning: Theory, Method and Its Application to Energy Network. CoRR (2024)
Jianhong Wang, Yang Li, Yuan Zhang, Wei Pan, Samuel Kaski
Open Ad Hoc Teamwork with Cooperative Game Theory. CoRR (2024)
Zhenwei Zhang, Shengming Zhang, Dong Ni, Zhaoguo Wei, Kongjun Yang, Shan Jin, Gan Huang, Zhen Liang, Li Zhang, Linling Li, Huijun Ding, Zhiguo Zhang, Jianhong Wang
Multimodal Sensing for Depression Risk Detection: Integrating Audio, Video, and Text Data. Sensors 24 (12) (2024)
Wangkun Xu, Jianhong Wang, Fei Teng
E2E-AT: A Unified Framework for Tackling Uncertainty in Task-Aware End-to-End Learning. AAAI (2024)
Jianhong Wang, Yunfeng Zhang, Ricardo A. Ramírez-Mendoza, Ahmad Taher Azar, Ibraheem Kasim Ibraheem, Nashwa Ahmad Kamal, Farah Ayad Abdulmajeed
Subspace Data-Driven Control for Linear Parameter Varying Systems. Int. J. Serv. Sci. Manag. Eng. Technol. 14 (1) (2023)
Guoning Yue, Jianhong Wang
Ellipsoidal State Estimation for UAV Real Time Target Tracking. IEEE Access 11 (2023)
Guoning Yue, Jianhong Wang
Direct Data Driven Control for UAVs Formation Dynamic Network. IEEE Access 11 (2023)
Mengyue Yang, Yonggang Zhang, Zhen Fang, Yali Du, Furui Liu, Jean-Francois Ton, Jianhong Wang, Jun Wang
Invariant Learning via Probability of Sufficient and Necessary Causes. NeurIPS (2023)
Yuan Zhang, Jianhong Wang, Joschka Boedecker
Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization. CoRL (2023)
David Henry Mguni, Haojun Chen, Taher Jafferjee, Jianhong Wang, Longfei Yue, Xidong Feng, Stephen Marcus McAleer, Feifei Tong, Jun Wang, Yaodong Yang
MANSA: Learning Fast and Slow in Multi-Agent Systems. ICML (2023)
Jianhong Wang, Yanxiang Wang
Tracking Control With Zero Steady State for UAV Flight Platform. IEEE Access 11 (2023)
Wangkun Xu, Jianhong Wang, Fei Teng
E2E-AT: A Unified Framework for Tackling Uncertainty in Task-aware End-to-end Learning. CoRR (2023)
Yunfeng Zhang, Peng Chen, Jianhong Wang, Ahmad Taher Azar, Ibraheem Kasim Ibraheem, Nashwa Ahmad Kamal, Farah Ayad Abdulmajeed
Design of a Closed-Loop Error-in-Variable System Controller and Its Application in Quadrotor UAV. Int. J. Serv. Sci. Manag. Eng. Technol. 14 (1) (2023)
Jianhong Wang, Yuta Ishimoto, Masanari Kondo, Yasutaka Kamei, Naoyasu Ubayashi
Uncertainty-aware Metamorphic Testing for Robust Object Detection Models. QRS Companion (2023)
Xiaoyong Guo, Jianhong Wang, Jia Gao
Iterative Learning Data Driven Strategy for Aircraft Control System. CCIS (2023)
Wangkun Xu, Martin Higgins, Jianhong Wang, Imad M. Jaimoukha, Fei Teng
Blending Data and Physics Against False Data Injection Attack: An Event-Triggered Moving Target Defence Approach. IEEE Trans. Smart Grid 14 (4) (2023)
Zeng Bohua, Jianhong Wang
Complete Synthesis Analysis for Direct Data Driven Control. IEEE Access 11 (2023)
David Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Wenbin Song, Feifei Tong, Matthew E. Taylor, Tianpei Yang, Zipeng Dai, Hui Chen, Jiangcheng Zhu, Kun Shao, Jun Wang, Yaodong Yang
Learning to Shape Rewards Using a Game of Two Partners. AAAI (2023)
Weishan Ye, Zhiguo Zhang, Min Zhang, Fei Teng, Li Zhang, Linling Li, Gan Huang, Jianhong Wang, Dong Ni, Zhen Liang
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition. CoRR (2023)
Li Guo, Jianhong Wang, Dian Huang, Shengzhong Feng
Cooperative Game of Energy-Constrained Agents in Wireless Communication Systems through Reinforcement Learning. Int. J. Intell. Syst. 2023 (2023)
Jianhong Wang, Ouyang Qing
Synthesis Identification Analysis for Closed Loop EIV System. IEEE Access 11 (2023)
David Mguni, Taher Jafferjee, Haojun Chen, Jianhong Wang, Long Fei, Xidong Feng, Stephen McAleer, Feifei Tong, Jun Wang, Yaodong Yang
MANSA: Learning Fast and Slow in Multi-Agent Systems. CoRR (2023)
Jiawen Wang, Yinshun Wang, Yang Nie, Lecheng Wang, Jianhong Wang
Investigations on a Passive Real-Time Magnetic Flux Density Amplifier Made From Eight-Shaped HTS Loops. IEEE Trans. Instrum. Meas. 71 (2022)
Jianhong Wang, Ricardo A. Ramirez Mendoza
On Online Adaptive Direct Data Driven Control. IEEE Access 10 (2022)
Jianhong Wang, Yuan Zhang, Yunjie Gu, Tae-Kyun Kim
SHAQ: Incorporating Shapley Value Theory into Multi-Agent Q-Learning. NeurIPS (2022)
Taher Jafferjee, Juliusz Krysztof Ziomek, Tianpei Yang, Zipeng Dai, Jianhong Wang, Matthew E. Taylor, Kun Shao, Jun Wang, David Mguni
Semi-Centralised Multi-Agent Reinforcement Learning with Policy-Embedded Training. CoRR (2022)
Jianhong Wang, Ricardo A. Ramirez Mendoza, Yanxiang Wang
Data Driven Strategy for Linear Parameter Varying Control Design. IEEE Access 10 (2022)
Yuan Zhang, Jianhong Wang, Joschka Boedecker
Robust Reinforcement Learning in Continuous Control Tasks with Uncertainty Set Regularization. CoRR (2022)
Mingrui Zhang, Jianhong Wang, James B. Tlhomole, Matthew D. Piggott
Learning to Estimate and Refine Fluid Motion with Physical Dynamics. ICML (2022)
José Luis Guadiana-Alvarez, Fida Hussain, Rubén Morales-Menéndez, Etna Rojas-Flores, Arturo García-Zendejas, Carlos A. Escobar, Ricardo A. Ramírez-Mendoza, Jianhong Wang
Prognosis patients with COVID-19 using deep learning. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. ICLR (2022)
Jianhong Wang, Ricardo A. Ramírez-Mendoza
Direct Data Driven Model Reference Control for Flight Simulation Table. IEEE Access 10 (2022)
Mingrui Zhang, Jianhong Wang, James Tlhomole, Matthew D. Piggott
Learning to Estimate and Refine Fluid Motion with Physical Dynamics. CoRR (2022)
Wangkun Xu, Martin Higgins, Jianhong Wang, Imad M. Jaimoukha, Fei Teng
Blending Data and Physics Against False Data Injection Attack: An Event-Triggered Moving Target Defence Approach. CoRR (2022)
Jianhong Wang, Zhang Ying, Ricardo A. Ramirez Mendoza
Direct Data Driven Scheme for UAV Flight Control. IEEE Access 10 (2022)
Jianhong Wang, Jinxin Wang, Yuan Zhang, Yunjie Gu, Tae-Kyun Kim
SHAQ: Incorporating Shapley Value Theory into Q-Learning for Multi-Agent Reinforcement Learning. CoRR (2021)
Dawei Qiu, Jianhong Wang, Junkai Wang, Goran Strbac
Multi-Agent Reinforcement Learning for Automated Peer-to-Peer Energy Trading in Double-Side Auction Market. IJCAI (2021)
Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System. ICLR (2021)
Jianhong Wang, Wangkun Xu, Yunjie Gu, Wenbin Song, Tim C. Green
Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks. NeurIPS (2021)
Jianhong Wang, Yanxiang Wang, Ricardo A. Ramirez Mendoza, Rubén Morales-Menéndez
Adaptive iterative correlation tuning for closed loop system with two parametrised controllers. Int. J. Syst. Sci. 52 (9) (2021)
David Henry Mguni, Taher Jafferjee, Jianhong Wang, Nicolas Perez Nieves, Oliver Slumbers, Feifei Tong, Yang Li, Jiangcheng Zhu, Yaodong Yang, Jun Wang
LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning. CoRR (2021)
David Mguni, Jianhong Wang, Taher Jafferjee, Nicolas Perez Nieves, Wenbin Song, Yaodong Yang, Feifei Tong, Hui Chen, Jiangcheng Zhu, Yali Du, Jun Wang
Learning to Shape Rewards using a Game of Switching Controls. CoRR (2021)
Luo Xiao, Harutoshi Ogai, Jianhong Wang, Ricardo A. Ramirez Mendoza
Conditional Maximum likelihood identification for State Space System. Mechatron. Syst. Control. 49 (1) (2021)
Jianhong Wang, Wangkun Xu, Yunjie Gu, Wenbin Song, Tim C. Green
Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks. CoRR (2021)
Jianhong Wang
Robust model predictive control based on interval predictor estimation. Int. J. Syst. Syst. Eng. 10 (3) (2020)
Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu
Modelling Hierarchical Structure between Dialogue Policy and Natural Language Generator with Option Framework for Task-oriented Dialogue System. CoRR (2020)
Jianhong Wang, Ricardo A. Ramirez Mendoza, Meng He, Jorge de-J. Lozoya-Santos
Robust model predictive control based on interval predictor estimation. Int. J. Syst. Syst. Eng. 10 (3) (2020)
Jianhong Wang, Ricardo A. Ramirez Mendoza, Jorge de-J. Lozoya-Santos
Introducing System Identification Strategy into Model Predictive Control. J. Syst. Sci. Complex. 33 (5) (2020)
Yuansheng Rao, Haiying Liu, Xiaojuan Yan, Jianhong Wang
In Silico Analysis Identifies Differently Expressed lncRNAs as Novel Biomarkers for the Prognosis of Thyroid Cancer. Comput. Math. Methods Medicine 2020 (2020)
Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu
Shapley Q-Value: A Local Reward Approach to Solve Global Reward Games. AAAI (2020)
Qinli Zhang, Zhichao Jiang, Jianhong Wang, Xuecai Yu, Xiulan Yang
Detecting disease-related SNP loci based on GSP. Netw. Model. Anal. Health Informatics Bioinform. 9 (1) (2020)
Jianhong Wang, Yuan Zhang, Tae-Kyun Kim, Yunjie Gu
Rethink Global Reward Game and Credit Assignment in Multi-agent Reinforcement Learning. CoRR (2019)
Binlin Cheng, Qiang Tong, Jianhong Wang, Wenhui Tian
Malware Clustering Using Family Dependency Graph. IEEE Access 7 (2019)
Jianhong Wang, Ricardo A. Ramirez Mendoza, Jorge de-J. Lozoya-Santos
Stability analysis in cooperative distributed model predictive control. Int. J. Syst. Syst. Eng. 9 (4) (2019)
Dezhi Tang, Jianhong Wang
Optimal Closed-Loop Input Signal for Internal Model Control. Mechatron. Syst. Control. 47 (3) (2019)
Jianhong Wang
Zonotope parameter identification for virtual reference feedback tuning control. Int. J. Syst. Sci. 50 (2) (2019)
Jianhong Wang
Application of interval predictor model into robust model predictive control. Int. J. Syst. Sci. 50 (7) (2019)
Xiguang Dong, Xiaoyong Guo, Jianhong Wang
Nearest Neighbour Gradient Algorithm in subspace predictive control under Fault condition. Mechatron. Syst. Control. 47 (3) (2019)
Rui Luo, Jianhong Wang, Yaodong Yang, Jun Wang, Zhanxing Zhu
Thermostat-assisted continuously-tempered Hamiltonian Monte Carlo for Bayesian learning. NeurIPS (2018)
Jianhong Wang, Harald Strömfelt, Björn W. Schuller
A Cnn-Gru Approach to Capture Time-Frequency Pattern Interdependence for Snore Sound Classification. EUSIPCO (2018)
Jianhong Wang
Finite Sample Properties of Virtual Reference Feedback Tuning Control. J. Syst. Sci. Complex. 31 (3) (2018)
Ke Miao, Jianhong Wang, Xing Wang
The Requrirement and Experiment Test for Green Cloud Computing by Users. CSCloud/EdgeCom (2018)
Jianhong Wang, Yanxiang Wang
Model structure validation for closed-loop system identification. Int. J. Model. Identif. Control. 27 (4) (2017)
Jianhong Wang, Liyan Qiao, Yongqiang Ye, YangQuan Chen
Fractional envelope analysis for rolling element bearing weak fault feature extraction. IEEE CAA J. Autom. Sinica 4 (2) (2017)
Jianhong Wang, Ying Xu, Zhao-hua Xiong, Xin Xu
Finite model order asymptotic analysis in Wiener system identification. Int. J. Model. Identif. Control. 26 (1) (2016)
Xin Xu, Wei Wang, Jianhong Wang
A three-way incremental-learning algorithm for radar emitter identification. Frontiers Comput. Sci. 10 (4) (2016)
Jianhong Wang, Pinzheng Zhang, Linmin Luo
Nonnegative Component Representation with Hierarchical Dictionary Learning Strategy for Action Recognition. IEICE Trans. Inf. Syst. (4) (2016)
Jianhong Wang, Tian Lan, Xu Zhang, Limin Luo
Spatio-temporal Aware Non-negative Component Representation for Action Recognition. CoRR (2016)
Shuqu Qian, Yongqiang Ye, Bin Jiang, Jianhong Wang
Constrained Multiobjective Optimization Algorithm Based on Immune System Model. IEEE Trans. Cybern. 46 (9) (2016)
Xiang Pan, Yongqiang Ye, Jianhong Wang, Xudong Gao, Xin Zhou
Noncausal fractional directional differentiator and blind deconvoluation: motion blur estimation. Multim. Tools Appl. 74 (13) (2015)
Jianhong Wang, Tao Li
Soft Fusion with Second-Order Uncertainty Based on Vague Set. ITITS (1) (2015)
Jianhong Wang, Yongqiang Ye, Yanbo Gao, Shuqu Qian, Xudong Gao
Fractional Compound Integral with Application to ECG Signal Denoising. Circuits Syst. Signal Process. 34 (6) (2015)
Jianhong Wang, Yongqiang Ye, Xiang Pan, Xudong Gao
Parallel-type fractional zero-phase filtering for ECG signal denoising. Biomed. Signal Process. Control. 18 (2015)
Cirong Liu, Xiaoguang Tian, Huilang Liu, Yin Mo, Fan Bai, Xudong Zhao, Yuanye Ma, Jianhong Wang
Rhesus monkey brain development during late infancy and the effect of phencyclidine: A longitudinal MRI and DTI study. NeuroImage 107 (2015)
Jianhong Wang, Yongqiang Ye, Xudong Gao
Fractional 90° phase-shift filtering based on the double-sided Grünwald-Letnikov differintegrator. IET Signal Process. 9 (4) (2015)
Jianhong Wang, Yongqiang Ye, Xiang Pan, Xudong Gao, Chao Zhuang
Fractional zero-phase filtering based on the Riemann-Liouville integral. Signal Process. 98 (2014)
Xiang Pan, Yongqiang Ye, Jianhong Wang, Xudong Gao, Chun He, Danwei Wang, Bin Jiang, Lihua Li
Complex Composite Derivative and Its Application to Edge Detection. SIAM J. Imaging Sci. 7 (4) (2014)
Xiang Pan, Yongqiang Ye, Jianhong Wang
Fractional directional derivative and identification of blur parameters of motion-blurred image. Signal Image Video Process. 8 (3) (2014)
Jianhong Wang, Pinzheng Zhang, Xu Zhang, Limin Luo
Evaluation of Color Similarity Descriptors for Human Action Recognition. ICIMCS (2014)
Yongqiang Ye, Xiang Pan, Jianhong Wang
Identification of blur parameters of motion blurred image using fractional order derivative. ISSPA (2012)
Jianhong Wang, Zuocheng Yin, Chunshengng Miao, Wenxiu Wei, Yu Zhao, Yunrong Wu
The application of artificial neural network on forecast of meiyu rainfall at lower Yangtze River Valley. ICNC (2010)