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2020 – today
- 2024
[c18]Yilang Zhang
, Bingcong Li, Georgios B. Giannakis:
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. ICASSP 2024: 5220-5224- [c17]Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He:
DPZero: Private Fine-Tuning of Language Models without Backpropagation. ICML 2024 - [i25]Bingcong Li, Liang Zhang, Niao He:
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems. CoRR abs/2410.14802 (2024) - [i24]Bingcong Li, Liang Zhang, Aryan Mokhtari, Niao He:
On the Crucial Role of Initialization for Matrix Factorization. CoRR abs/2410.18965 (2024) - 2023
- [j5]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis:
Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11283-11296 (2023) - [c16]Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis:
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. AAAI 2023: 11298-11306 - [c15]Bingcong Li, Georgios B. Giannakis:
Conic Descent Redux for Memory-Efficient Optimization. ACSSC 2023: 594-601 - [c14]Bingcong Li, Georgios B. Giannakis:
Enhancing Sharpness-Aware Optimization Through Variance Suppression. NeurIPS 2023 - [i23]Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis:
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. CoRR abs/2303.17768 (2023) - [i22]Bingcong Li, Georgios B. Giannakis:
Conic Descent Redux for Memory-Efficient Optimization. CoRR abs/2308.07343 (2023) - [i21]Bingcong Li, Georgios B. Giannakis:
Enhancing Sharpness-Aware Optimization Through Variance Suppression. CoRR abs/2309.15639 (2023) - [i20]Bingcong Li, Shuai Zheng, Parameswaran Raman, Anshumali Shrivastava, Georgios B. Giannakis:
Contractive error feedback for gradient compression. CoRR abs/2312.08538 (2023) - [i19]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. CoRR abs/2312.13486 (2023) - 2022
- [j4]Bingcong Li, Xin Tang, Xianbiao Qi, Yihao Chen, Chun-Guang Li, Rong Xiao:
EMU: Effective Multi-Hot Encoding Net for Lightweight Scene Text Recognition With a Large Character Set. IEEE Trans. Circuits Syst. Video Technol. 32(8): 5374-5385 (2022) - [c13]Bingcong Li, Xin Tang, Jun Wang, Liang Diao, Rui Fang, Guotong Xie, Weifu Chen:
Parallel and Robust Text Rectifier for Scene Text Recognition. BMVC 2022: 770 - [i18]Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis:
Surrogate modeling for Bayesian optimization beyond a single Gaussian process. CoRR abs/2205.14090 (2022) - 2021
- [j3]Bingcong Li, Mario Coutiño, Georgios B. Giannakis, Geert Leus:
A Momentum-Guided Frank-Wolfe Algorithm. IEEE Trans. Signal Process. 69: 3597-3611 (2021) - [c12]Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao:
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. AAAI 2021: 8324-8331 - [c11]Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao:
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. AAAI 2021: 10156-10164 - [c10]Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao:
Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits. ICASSP 2021: 3365-3369 - [c9]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Accelerating Frank-Wolfe with Weighted Average Gradients. ICASSP 2021: 5529-5533 - [c8]Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis:
Heavy Ball Momentum for Conditional Gradient. NeurIPS 2021: 21244-21255 - [i17]Yelin He, Xianbiao Qi, Jiaquan Ye, Peng Gao, Yihao Chen, Bingcong Li, Xin Tang, Rong Xiao:
PingAn-VCGroup's Solution for ICDAR 2021 Competition on Scientific Table Image Recognition to Latex. CoRR abs/2105.01846 (2021) - [i16]Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis:
Heavy Ball Momentum for Conditional Gradient. CoRR abs/2110.04243 (2021) - [i15]Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis:
Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR abs/2110.10582 (2021) - 2020
- [c7]Bingcong Li, Meng Ma, Georgios B. Giannakis:
On the Convergence of SARAH and Beyond. AISTATS 2020: 223-233 - [c6]Bingcong Li, Mario Coutiño, Georgios B. Giannakis:
Revisit of Estimate Sequence for Accelerated Gradient Methods. ICASSP 2020: 3602-3606 - [c5]Bingcong Li, Lingda Wang, Georgios B. Giannakis:
Almost Tune-Free Variance Reduction. ICML 2020: 5969-5978 - [c4]Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long:
Confusable Learning for Large-Class Few-Shot Classification. ECML/PKDD (2) 2020: 707-723 - [i14]Bingcong Li, Mario Coutino, Georgios B. Giannakis, Geert Leus:
How Does Momentum Help Frank Wolfe? CoRR abs/2006.11116 (2020) - [i13]Bingcong Li, Xin Tang, Xianbiao Qi, Yihao Chen, Rong Xiao:
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition. CoRR abs/2009.10874 (2020) - [i12]Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long:
Confusable Learning for Large-class Few-Shot Classification. CoRR abs/2011.03154 (2020) - [i11]Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao:
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. CoRR abs/2012.05284 (2020) - [i10]Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao:
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. CoRR abs/2012.05756 (2020)
2010 – 2019
- 2019
- [j2]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements. IEEE Trans. Smart Grid 10(2): 1928-1938 (2019) - [j1]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. IEEE Trans. Signal Process. 67(23): 5922-5935 (2019) - [c3]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Bandit Online Learning with Unknown Delays. AISTATS 2019: 993-1002 - [i9]Miao Xu, Bingcong Li, Gang Niu, Bo Han, Masashi Sugiyama:
Revisiting Sample Selection Approach to Positive-Unlabeled Learning: Turning Unlabeled Data into Positive rather than Negative. CoRR abs/1901.10155 (2019) - [i8]Meng Ma, Bingcong Li, Georgios B. Giannakis:
Tight Linear Convergence Rate of ADMM for Decentralized Optimization. CoRR abs/1905.10456 (2019) - [i7]Bingcong Li, Meng Ma, Georgios B. Giannakis:
On the Convergence of SARAH and Beyond. CoRR abs/1906.02351 (2019) - [i6]Bingcong Li, Lingda Wang, Georgios B. Giannakis:
Almost Tune-Free Variance Reduction. CoRR abs/1908.09345 (2019) - [i5]Gang Wang, Bingcong Li, Georgios B. Giannakis:
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation. CoRR abs/1909.04299 (2019) - [i4]Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao:
Be Aware of Non-Stationarity: Nearly Optimal Algorithms for Piecewise-Stationary Cascading Bandits. CoRR abs/1909.05886 (2019) - [i3]Bingcong Li, Georgios B. Giannakis:
Adaptive Step Sizes in Variance Reduction via Regularization. CoRR abs/1910.06532 (2019) - 2018
- [c2]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Secure Edge Computing in IoT via Online Learning. ACSSC 2018: 2149-2153 - [i2]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. CoRR abs/1805.03591 (2018) - [i1]Bingcong Li, Tianyi Chen, Georgios B. Giannakis:
Delayed Bandit Online Learning with Unknown Delays. CoRR abs/1807.03205 (2018) - 2017
- [c1]Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis:
Real-time energy management with improved cost-capacity tradeoff. GlobalSIP 2017: 1045-1049
Coauthor Index
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