Bingcong Li

According to our database, Bingcong Li authored at least 33 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process.

Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis

IEEE Trans. Pattern Anal. Mach. Intell., September, 2023

Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent.

Yilang Zhang, Bingcong Li, Georgios B. Giannakis

CoRR, 2023

Contractive error feedback for gradient compression.

Bingcong Li, Shuai Zheng, Parameswaran Raman, Anshumali Shrivastava, Georgios B. Giannakis

CoRR, 2023

Enhancing Sharpness-Aware Optimization Through Variance Suppression.

Bingcong Li, Georgios B. Giannakis

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Conic Descent Redux for Memory-Efficient Optimization.

Bingcong Li, Georgios B. Giannakis

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

Scalable Bayesian Meta-Learning through Generalized Implicit Gradients.

Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

EMU: Effective Multi-Hot Encoding Net for Lightweight Scene Text Recognition With a Large Character Set.

Bingcong Li, Xin Tang, Xianbiao Qi, Yihao Chen, Chun-Guang Li, Rong Xiao

IEEE Trans. Circuits Syst. Video Technol., 2022

Parallel and Robust Text Rectifier for Scene Text Recognition.

Bingcong Li, Xin Tang, Jun Wang, Liang Diao, Rui Fang, Guotong Xie, Weifu Chen

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

A Momentum-Guided Frank-Wolfe Algorithm.

Bingcong Li, Mario Coutiño, Georgios B. Giannakis, Geert Leus

IEEE Trans. Signal Process., 2021

Distributionally Robust Semi-Supervised Learning Over Graphs.

Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis

CoRR, 2021

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

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

CoRR, 2021

Heavy Ball Momentum for Conditional Gradient.

Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Accelerating Frank-Wolfe with Weighted Average Gradients.

Yilang Zhang, Bingcong Li, Georgios B. Giannakis

Proceedings of the IEEE International Conference on Acoustics, 2021

Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits.

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

Proceedings of the IEEE International Conference on Acoustics, 2021

Adversarial Linear Contextual Bandits with Graph-Structured Side Observations.

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

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem.

Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

Bingcong Li, Xin Tang, Xianbiao Qi, Yihao Chen, Rong Xiao

CoRR, 2020

How Does Momentum Help Frank Wolfe?

Bingcong Li, Mario Coutino, Georgios B. Giannakis, Geert Leus

CoRR, 2020

Confusable Learning for Large-Class Few-Shot Classification.

Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Almost Tune-Free Variance Reduction.

Bingcong Li, Lingda Wang, Georgios B. Giannakis

Proceedings of the 37th International Conference on Machine Learning, 2020

Revisit of Estimate Sequence for Accelerated Gradient Methods.

Bingcong Li, Mario Coutiño, Georgios B. Giannakis

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

On the Convergence of SARAH and Beyond.

Bingcong Li, Meng Ma, Georgios B. Giannakis

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Secure Mobile Edge Computing in IoT via Collaborative Online Learning.

Bingcong Li, Tianyi Chen, Georgios B. Giannakis

IEEE Trans. Signal Process., 2019

Real-Time Energy Management in Microgrids With Reduced Battery Capacity Requirements.

Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis

IEEE Trans. Smart Grid, 2019

Adaptive Step Sizes in Variance Reduction via Regularization.

Bingcong Li, Georgios B. Giannakis

CoRR, 2019

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

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

CoRR, 2019

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

Gang Wang, Bingcong Li, Georgios B. Giannakis

CoRR, 2019

Tight Linear Convergence Rate of ADMM for Decentralized Optimization.

Meng Ma, Bingcong Li, Georgios B. Giannakis

CoRR, 2019

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

Miao Xu, Bingcong Li, Gang Niu, Bo Han, Masashi Sugiyama

CoRR, 2019

Bandit Online Learning with Unknown Delays.

Bingcong Li, Tianyi Chen, Georgios B. Giannakis

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2018

Delayed Bandit Online Learning with Unknown Delays.

Bingcong Li, Tianyi Chen, Georgios B. Giannakis

CoRR, 2018

Secure Edge Computing in IoT via Online Learning.

Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Real-time energy management with improved cost-capacity tradeoff.

Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017