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A Communication Efficient Vertical Federated Learning Framework


Dec 27, 2019
Yang Liu, Yan Kang, Xinwei Zhang, Liping Li, Yong Cheng, Tianjian Chen, Mingyi Hong, Qiang Yang

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Dense Recurrent Neural Networks for Inverse Problems: History-Cognizant Unrolling of Optimization Algorithms


Dec 16, 2019
Seyed Amir Hossein Hosseini, Burhaneddin Yaman, Steen Moeller, Mingyi Hong, Mehmet Akçakaya

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ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box Optimization


Oct 16, 2019
Xiangyi Chen, Sijia Liu, Kaidi Xu, Xingguo Li, Xue Lin, Mingyi Hong, David Cox

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Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: A Joint Gradient Estimation and Tracking Approach


Oct 13, 2019
Haoran Sun, Songtao Lu, Mingyi Hong

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On the Global Convergence of Actor-Critic: A Case for Linear Quadratic Regulator with Ergodic Cost


Jul 14, 2019
Zhuoran Yang, Yongxin Chen, Mingyi Hong, Zhaoran Wang

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* 41 pages 

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SNAP: Finding Approximate Second-Order Stationary Solutions Efficiently for Non-convex Linearly Constrained Problems


Jul 09, 2019
Songtao Lu, Meisam Razaviyayn, Bo Yang, Kejun Huang, Mingyi Hong

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Topology Attack and Defense for Graph Neural Networks: An Optimization Perspective


Jun 10, 2019
Kaidi Xu, Hongge Chen, Sijia Liu, Pin-Yu Chen, Tsui-Wei Weng, Mingyi Hong, Xue Lin

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* Accepted by IJCAI 2019, the 28th International Joint Conference on Artificial Intelligence 

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Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms


Jun 06, 2019
Xiangyi Chen, Tiancong Chen, Haoran Sun, Zhiwei Steven Wu, Mingyi Hong

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Hybrid Block Successive Approximation for One-Sided Non-Convex Min-Max Problems: Algorithms and Applications


Feb 21, 2019
Songtao Lu, Ioannis Tsaknakis, Mingyi Hong, Yongxin Chen

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