default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBingcong Li
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[c21]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm. ICASSP 2025: 1-5- [c20]Bingcong Li, Liang Zhang, Aryan Mokhtari, Niao He:
On the Crucial Role of Initialization for Matrix Factorization. ICLR 2025 - [i32]Yilang Zhang, Bingcong Li, Georgios B. Giannakis
:
Preconditioned Sharpness-Aware Minimization: Unifying Analysis and a Novel Learning Algorithm. CoRR abs/2501.06603 (2025) - [i31]Jiawei Huang, Bingcong Li, Christoph Dann, Niao He:
Can RLHF be More Efficient with Imperfect Reward Models? A Policy Coverage Perspective. CoRR abs/2502.19255 (2025) - [i30]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models. CoRR abs/2505.18877 (2025) - [i29]Kai Lion, Liang Zhang, Bingcong Li, Niao He:
PoLAR: Polar-Decomposed Low-Rank Adapter Representation. CoRR abs/2506.03133 (2025) - [i28]Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Michael Muehlebach, Niao He:
Zeroth-Order Optimization Finds Flat Minima. CoRR abs/2506.05454 (2025) - [i27]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Learnable Loss Geometries with Mirror Descent for Scalable and Convergent Meta-Learning. CoRR abs/2509.02418 (2025) - [i26]Bingcong Li, Yilang Zhang, Georgios B. Giannakis:
VASSO: Variance Suppression for Sharpness-Aware Minimization. CoRR abs/2509.02433 (2025) - 2024
- [c19]Yilang Zhang, Bingcong Li, Georgios B. Giannakis:
Meta-Learning With Versatile Loss Geometries for Fast Adaptation Using Mirror Descent. ICASSP 2024: 5220-5224 - [c18]Liang Zhang, Bingcong Li, Kiran Koshy Thekumparampil, Sewoong Oh, Niao He:
DPZero: Private Fine-Tuning of Language Models without Backpropagation. ICML 2024 - [c17]Bingcong Li, Liang Zhang, Niao He:
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems. NeurIPS 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
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-10-13 22:08 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
