Zhiguo Wang - Publications

Under review

1. Shengjia Wang, Zhiguo Wang and Xi-Le Zhao, "An Unbalanced Optimal Transport-Based Approach for Robust Dictionary Learning", 2023.

2. Zhiguo Wang,Xintong Wang, Ruoyu Sun, Tsung-Hui Chang, "Federated Semi-Supervised Learning with Class Distribution Mismatch", 2021.

3. Yinchen Shen, Zhiguo Wang*, Ruoyu Sun, Xiaojing Shen, "Towards Understanding the Impact of Model Size on Differential Private Classification",2021.

Selected Journal Papers (* denotes the corresponding author.)

1. Hanning Tang, Zhiguo Wang*, Xiaojing Shen and Pramod K. Varshney, "Ellipsoidal Extended Target Estimation Fusion via Wasserstein Barycentric Coordinates", Signal Processing, vol. 230, pp. 109857, 2025.

2. Jiageng Wu, Zhiguo Wang*, Ya-Feng Liu and Fan Liu, "Efficient Global Algorithms for Transmit Beamforming Design in ISAC Systems", IEEE Transactions on Signal Processing, vol. 72, pp. 4493-4408, 2024. [code]

3. Yuxuan Zeng, Zhiguo Wang*, Jianchao Bai and Xiaojing Shen, "An Accelerated Stochastic ADMM for Nonconvex and Nonsmooth Finite-sum Optimization", Automatica, vol. 163, pp. 111554, 2024.

4. Jiajie Sun, Zhiguo Wang*, Xiaojing Shen and Pramod K. Varshney, "Optimal Power Allocation under Different Power Availability Scenarios for Multi-Target Tracking with C-MIMO Radar Systems", IEEE Transactions on Signal Processing, vol. 71, pp. 4146-4162, 2023.

5. Mei Zhang, Zhiguo Wang*, Feng Yin and Xiaojing Shen, "Distributed Scaled Proximal ADMM Algorithms for Cooperative Localization in WSNs", IEEE Transactions on Signal Processing, vol. 71, pp. 3312-3327, 2023.

6. Xianping Ma, Xiaokang Zhang*, Zhiguo Wang* and Man-On Pu*, "Unsupervised Domain Adaptation Augmented by Mutually Boosted Attention for Semantic Segmentation of VHR Remote Sensing Images", IEEE Transaction on Geoscience and Remote Sensing, vol. 61, pp. 5400515, 2023.

7. Xiaowei Li, Xuqi Zhang, Zhiguo Wang and Xiaojing Shen, "Nonlinear set membership filter with state estimation constraints via consensus-ADMM", Automatica, vol. 149, pp. 110842, 2023.

8. Yupeng Chen, Zhiguo Wang*, Xiaojing Shen, "An Unbiased Symmetric Matrix Estimator for Topology Inference Under Partial Observability", IEEE Signal Processing Letters, vol. 29, pp. 1257-1261, 2022.

9. Zhiguo Wang, Jiawei Zhang, Tsung-Hui Chang, Jian Li and Zhi-Quan Luo, "Distributed stochastic consensus optimization with momentum for nonconvex nonsmooth problems", IEEE Transactions on Signal Processing, vol. 69, pp. 4486-4501, 2021.[pdf][code]

10. Zhiguo Wang, Xiaojing Shen, Haiqi Liu, Fanqin Meng, Yunmin Zhu, " Dual Set Membership Filter with Minimizing Nonlinear Transformation of Ellipsoid", IEEE Transactions on Automatic Control, vol. 67, pp. 2405-2418, 2022. (Regular Paper) [pdf] [code]

11. Fanqin Meng, Xiaojing Shen, Zhiguo Wang, Haiqi Liu, Junfeng Wang, Yunmin Zhu, Pramod K Varshney, "Multiple-source Ellipsoidal Localization using Acoustic Energy Measurements", Automatica, vol. 112, pp. 108737, 2020.

12. Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, "Posterior Cramér-Rao Bounds for Nonlinear Dynamic System with Colored Noises", Journal of Systems Science and Complexity, vol. 32, pp. 1526-1543, 2019.

13. Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, " On Equivalence of Major Relaxation Methods for Minimum Ellipsoid covering Intersection of Ellipsoids", Automatica, vol. 103, pp. 337-345, 2019.

14. Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, "Ellipsoidal Fusion Estimation for Multisensor Dynamic Systems with Bounded Noises", IEEE Transactions on Automatic Control, vol. 64, pp. 4725-4732,2019.

Selected Conference Papers

1. Yuxuan Zeng, Zhiguo Wang, Jianchao Bai and Xiaojing Shen, "An Accelerated Variance Reduction Stochastic ADMM for Nonconvex Nonsmooth Optimization, in: Proceedings of the China Automation Congress (CAC) , 2022.

2. Shuai Wang, Yanqing Xu, Zhiguo Wang, Tsung-Hui Chang, Tony Q. S. Quek and Defeng Sun, "Beyond ADMM: A Unified Client-variance-reduced Adaptive Federated Learning Framework, in: Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, Washington DC, USA, February 13th-14, 2023.

3. Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, "Set-membership Information Fusion for Multisensor Nonlinear Dynamic Systems", in: Proceedings of the 20th International Conference of Information Fusion, Xi’an, China, July, 2017.

4. Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, Jianxin Pan, "Monte Carlo Set-Membership Filtering for Nonlinear Dynamic Systems", in: Proceedings of the 19th International Conference of Information Fusion, Heidelberg, Germany, July,2016.

5. Zhiguo Wang, Xiaojing Shen, Yunmin Zhu, "Posterior Cramér-Rao bounds for discrete-time nonlinear filtering with finitely correlated noises", in: Proceedings of the 34th Chinese Control Conferencen, Hangzhou, China, July, 2015.