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Distributionally Robust Semi-Supervised Learning Over Graphs


Oct 20, 2021
Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis


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Heavy Ball Momentum for Conditional Gradient


Oct 08, 2021
Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis

* Accepted to NeurIPS 2021 

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PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex


May 05, 2021
Yelin He, Xianbiao Qi, Jiaquan Ye, Peng Gao, Yihao Chen, Bingcong Li, Xin Tang, Rong Xiao

* 7 pages, 4 figures 

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Adversarial Linear Contextual Bandits with Graph-Structured Side Observations


Dec 28, 2020
Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao

* Accepted by AAAI2021 

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Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem


Dec 09, 2020
Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao

* To appear in AAAI 2021. arXiv admin note: text overlap with arXiv:2006.11116 

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Confusable Learning for Large-class Few-Shot Classification


Nov 06, 2020
Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long


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Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition


Sep 23, 2020
Bingcong Li, Xin Tang, Xianbiao Qi, Yihao Chen, Rong Xiao

* 9 Pages, 4 Figure 

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How Does Momentum Help Frank Wolfe?


Jun 19, 2020
Bingcong Li, Mario Coutino, Georgios B. Giannakis, Geert Leus


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Adaptive Step Sizes in Variance Reduction via Regularization


Oct 15, 2019
Bingcong Li, Georgios B. Giannakis


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Be Aware of Non-Stationarity: Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits


Oct 07, 2019
Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao


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A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation


Sep 10, 2019
Gang Wang, Bingcong Li, Georgios B. Giannakis

* 28 Pages 

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Almost Tune-Free Variance Reduction


Aug 25, 2019
Bingcong Li, Lingda Wang, Georgios B. Giannakis


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On the Convergence of SARAH and Beyond


Jun 05, 2019
Bingcong Li, Meng Ma, Georgios B. Giannakis


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Revisiting Sample Selection Approach to Positive-Unlabeled Learning: Turning Unlabeled Data into Positive rather than Negative


Jan 29, 2019
Miao Xu, Bingcong Li, Gang Niu, Bo Han, Masashi Sugiyama


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Delayed Bandit Online Learning with Unknown Delays


Jul 09, 2018
Bingcong Li, Tianyi Chen, Georgios B. Giannakis

* 22 pages, 5 figures 

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Secure Mobile Edge Computing in IoT via Collaborative Online Learning


May 09, 2018
Bingcong Li, Tianyi Chen, Georgios B. Giannakis


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