| Communication-efficient distributed optimization in networks with gradient tracking and variance reduction B Li, S Cen, Y Chen, Y Chi The Journal of Machine Learning Research 21 (1), 7331-7381, 2020 | 140* | 2020 |
| Nonparametric density estimation under adversarial losses S Singh, A Uppal, B Li, CL Li, M Zaheer, B Póczos Advances in Neural Information Processing Systems 31, 2018 | 89 | 2018 |
| Predictive state recurrent neural networks C Downey, A Hefny, B Boots, GJ Gordon, B Li Advances in Neural Information Processing Systems 30, 2017 | 60 | 2017 |
| BEER: Fast Rate for Decentralized Nonconvex Optimization with Communication Compression H Zhao, B Li, Z Li, P Richtárik, Y Chi Advances in Neural Information Processing Systems 35, 31653-31667, 2022 | 46 | 2022 |
| SoteriaFL: A unified framework for private federated learning with communication compression Z Li, H Zhao, B Li, Y Chi Advances in Neural Information Processing Systems 35, 4285-4300, 2022 | 40 | 2022 |
| A large collection of real-world pediatric sleep studies H Lee, B Li, S DeForte, ML Splaingard, Y Huang, Y Chi, SL Linwood Scientific Data 9 (1), 1-12, 2022 | 35 | 2022 |
| DESTRESS: Computation-Optimal and Communication-Efficient Decentralized Nonconvex Finite-Sum Optimization B Li, Z Li, Y Chi SIAM Journal on Mathematics of Data Science 4 (3), 1031-1051, 2022 | 23 | 2022 |
| Convergence and privacy of decentralized nonconvex optimization with gradient clipping and communication compression B Li, Y Chi IEEE Journal of Selected Topics in Signal Processing, 2025 | 7 | 2025 |
| Extraction meets abstraction: ideal answer generation for biomedical questions Y Li, N Gekakis, Q Wu, B Li, K Chandu, E Nyberg Proceedings of the 6th BioASQ Workshop A challenge on large-scale biomedical …, 2018 | 5 | 2018 |
| Communication-Efficient Optimization Algorithms for Decentralized Machine Learning B Li Carnegie Mellon University, 2023 | | 2023 |
| Harvesting Curvatures for Communication-Efficient Distributed Optimization D Cardoso, B Li, Y Chi, J Xavier 2022 56th Asilomar Conference on Signals, Systems, and Computers, 749-753, 2022 | | 2022 |
| GT-SAGA: A fast incremental gradient method for decentralized finite-sum minimization R Xin, B Li, S Kar, UA Khan 2020 59th IEEE Conference on Decision and Control (CDC), 3637-3642, 2020 | | 2020 |
