Bingcong Li

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

Scene Text Recognition

Variance Reduction

Top Venues

Publications

Yilang Zhang, Bingcong Li, Georgios B. Giannakis
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. ICASSP (2024)
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) (2023)
Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. CoRR (2023)
Bingcong Li, Georgios B. Giannakis
Conic Descent Redux for Memory-Efficient Optimization. ACSSC (2023)
Bingcong Li, Georgios B. Giannakis
Conic Descent Redux for Memory-Efficient Optimization. CoRR (2023)
Yilang Zhang, Bingcong Li, Georgios B. Giannakis
Meta-Learning with Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. CoRR (2023)
Bingcong Li, Georgios B. Giannakis
Enhancing Sharpness-Aware Optimization Through Variance Suppression. CoRR (2023)
Bingcong Li, Shuai Zheng, Parameswaran Raman, Anshumali Shrivastava, Georgios B. Giannakis
Contractive error feedback for gradient compression. CoRR (2023)
Bingcong Li, Georgios B. Giannakis
Enhancing Sharpness-Aware Optimization Through Variance Suppression. NeurIPS (2023)
Yilang Zhang, Bingcong Li, Shijian Gao, Georgios B. Giannakis
Scalable Bayesian Meta-Learning through Generalized Implicit Gradients. AAAI (2023)
Qin Lu, Konstantinos D. Polyzos, Bingcong Li, Georgios B. Giannakis
Surrogate modeling for Bayesian optimization beyond a single Gaussian process. CoRR (2022)
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)
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) (2022)
Lingda Wang, Huozhi Zhou, Bingcong Li, Lav R. Varshney, Zhizhen Zhao
Near-Optimal Algorithms for Piecewise-Stationary Cascading Bandits. ICASSP (2021)
Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis
Heavy Ball Momentum for Conditional Gradient. NeurIPS (2021)
Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis
Heavy Ball Momentum for Conditional Gradient. CoRR (2021)
Yilang Zhang, Bingcong Li, Georgios B. Giannakis
Accelerating Frank-Wolfe with Weighted Average Gradients. ICASSP (2021)
Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis
Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR (2021)
Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. AAAI (2021)
Bingcong Li, Mario Coutiño, Georgios B. Giannakis, Geert Leus
A Momentum-Guided Frank-Wolfe Algorithm. IEEE Trans. Signal Process. 69 (2021)
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 (2021)
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)
Bingcong Li, Mario Coutino, Georgios B. Giannakis, Geert Leus
How Does Momentum Help Frank Wolfe? CoRR (2020)
Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long
Confusable Learning for Large-Class Few-Shot Classification. ECML/PKDD (2) (2020)
Bingcong Li, Bo Han, Zhuowei Wang, Jing Jiang, Guodong Long
Confusable Learning for Large-class Few-Shot Classification. CoRR (2020)
Bingcong Li, Mario Coutiño, Georgios B. Giannakis
Revisit of Estimate Sequence for Accelerated Gradient Methods. ICASSP (2020)
Lingda Wang, Bingcong Li, Huozhi Zhou, Georgios B. Giannakis, Lav R. Varshney, Zhizhen Zhao
Adversarial Linear Contextual Bandits with Graph-Structured Side Observations. CoRR (2020)
Bingcong Li, Lingda Wang, Georgios B. Giannakis
Almost Tune-Free Variance Reduction. ICML (2020)
Bingcong Li, Lingda Wang, Georgios B. Giannakis, Zhizhen Zhao
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem. CoRR (2020)
Bingcong Li, Xin Tang, Xianbiao Qi, Yihao Chen, Rong Xiao
Hamming OCR: A Locality Sensitive Hashing Neural Network for Scene Text Recognition. CoRR (2020)
Bingcong Li, Meng Ma, Georgios B. Giannakis
On the Convergence of SARAH and Beyond. AISTATS (2020)
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 (2019)
Bingcong Li, Meng Ma, Georgios B. Giannakis
On the Convergence of SARAH and Beyond. CoRR (2019)
Bingcong Li, Tianyi Chen, Georgios B. Giannakis
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. IEEE Trans. Signal Process. 67 (23) (2019)
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 (2019)
Bingcong Li, Tianyi Chen, Georgios B. Giannakis
Bandit Online Learning with Unknown Delays. AISTATS (2019)
Bingcong Li, Georgios B. Giannakis
Adaptive Step Sizes in Variance Reduction via Regularization. CoRR (2019)
Meng Ma, Bingcong Li, Georgios B. Giannakis
Tight Linear Convergence Rate of ADMM for Decentralized Optimization. CoRR (2019)
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) (2019)
Bingcong Li, Lingda Wang, Georgios B. Giannakis
Almost Tune-Free Variance Reduction. CoRR (2019)
Gang Wang, Bingcong Li, Georgios B. Giannakis
A Multistep Lyapunov Approach for Finite-Time Analysis of Biased Stochastic Approximation. CoRR (2019)
Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis
Secure Edge Computing in IoT via Online Learning. ACSSC (2018)
Bingcong Li, Tianyi Chen, Georgios B. Giannakis
Secure Mobile Edge Computing in IoT via Collaborative Online Learning. CoRR (2018)
Bingcong Li, Tianyi Chen, Georgios B. Giannakis
Delayed Bandit Online Learning with Unknown Delays. CoRR (2018)
Bingcong Li, Tianyi Chen, Xin Wang, Georgios B. Giannakis
Real-time energy management with improved cost-capacity tradeoff. GlobalSIP (2017)