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2020 – today
- 2024
[c9]Wei Zhang
, Wenqing Hu, Yifan Wang:
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency. ECAI 2024: 3063-3070- [i6]Wenjing Zhang, Wei Zhang, Wenqing Hu, Yifan Wang:
B2MAPO: A Batch-by-Batch Multi-Agent Policy Optimization to Balance Performance and Efficiency. CoRR abs/2407.15077 (2024) - [i5]Wenqing Hu, Tianyi Liu, Ye Zhang, Yuncong Zhang, Zhenfei Zhang:
Parallel Zero-knowledge Virtual Machine. IACR Cryptol. ePrint Arch. 2024: 387 (2024) - 2023
- [c8]Wenqing Hu, Tiefeng Jiang, Birendra Kathariya, Vikram Abrol, Jiali Zhang, Zhu Li:
Subspace Interpolation and Indexing on Stiefel and Grassmann Manifolds as a Lightweight Inference Engine. IEEE Big Data 2023: 17-26 - 2020
- [j7]Mengjie Zhou, Tinghua Ai, Guohua Zhou, Wenqing Hu:
A Visualization Method for Mining Colocation Patterns Constrained by a Road Network. IEEE Access 8: 51933-51944 (2020) - [c7]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Vladimir Braverman, Zhanxing Zhu:
On the Noisy Gradient Descent that Generalizes as SGD. ICML 2020: 10367-10376
2010 – 2019
- 2019
- [j6]Md Monirul Islam, Xiao Zhong, Zeyi Sun, Haoyi Xiong, Wenqing Hu:
Real-time frequency regulation using aggregated electric vehicles in smart grid. Comput. Ind. Eng. 134: 11-26 (2019) - [j5]Haoyi Xiong, Wei Cheng, Jiang Bian, Wenqing Hu, Zeyi Sun, Zhishan Guo:
$\mathcal{DBSDA}$ : Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model Debiasing. IEEE Trans. Neural Networks Learn. Syst. 30(3): 707-717 (2019) - [c6]Wenqing Hu, Chris Junchi Li, Xiang Zhou:
On the Global Convergence of Continuous-Time Stochastic Heavy-Ball Method for Nonconvex Optimization. IEEE BigData 2019: 94-104 - [c5]Huizhuo Yuan, Xiangru Lian, Chris Junchi Li, Ji Liu, Wenqing Hu:
Efficient Smooth Non-Convex Stochastic Compositional Optimization via Stochastic Recursive Gradient Descent. NeurIPS 2019: 6926-6935 - [i4]Wenqing Hu, Zhanxing Zhu, Haoyi Xiong, Jun Huan:
Quasi-potential as an implicit regularizer for the loss function in the stochastic gradient descent. CoRR abs/1901.06054 (2019) - [i3]Jingfeng Wu, Wenqing Hu, Haoyi Xiong, Jun Huan, Zhanxing Zhu:
The Multiplicative Noise in Stochastic Gradient Descent: Data-Dependent Regularization, Continuous and Discrete Approximation. CoRR abs/1906.07405 (2019) - 2018
- [j4]Wenqing Hu, Vladimír Sverák:
Dynamics of Geodesic Flows with Random Forcing on Lie Groups with Left-Invariant Metrics. J. Nonlinear Sci. 28(6): 2249-2274 (2018) - [c4]Haoyi Xiong, Wei Cheng, Yanjie Fu, Wenqing Hu, Jiang Bian, Zhishan Guo:
De-biasing Covariance-Regularized Discriminant Analysis. IJCAI 2018: 2889-2897 - 2017
- [c3]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo:
AWDA: An Adaptive Wishart Discriminant Analysis. ICDM 2017: 525-534 - [c2]Jiang Bian, Haoyi Xiong, Wei Cheng, Wenqing Hu, Zhishan Guo, Yanjie Fu:
Multi-party Sparse Discriminant Learning. ICDM 2017: 745-750 - [c1]Pengfei Wang, Yanjie Fu, Guannan Liu, Wenqing Hu, Charu C. Aggarwal:
Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes. KDD 2017: 495-503 - [i2]Haoyi Xiong, Wei Cheng, Wenqing Hu, Jiang Bian, Zhishan Guo:
FWDA: a Fast Wishart Discriminant Analysis with its Application to Electronic Health Records Data Classification. CoRR abs/1704.07790 (2017) - 2016
- [i1]Haoyi Xiong, Yanjie Fu, Wenqing Hu, Guanling Chen, Laura E. Barnes:
Provably Good Early Detection of Diseases using Non-Sparse Covariance-Regularized Linear Discriminant Analysis. CoRR abs/1610.05446 (2016) - 2014
- [j3]Wenqing Hu, Lucas Tcheuko:
Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter. Asymptot. Anal. 87(1-2): 43-56 (2014) - [j2]Wenqing Hu, Lucas Tcheuko:
Random perturbations of dynamical systems with reflecting boundary and corresponding PDE with a small parameter. Asymptot. Anal. 88(4): 187-200 (2014) - 2012
- [j1]Wenqing Hu:
On metastability in nearly-elastic systems. Asymptot. Anal. 79(1-2): 65-86 (2012)
Coauthor Index
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