Bicheng Ying

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 47

Top Topics

Connected Graphs

Coordinate Ascent

Online Learning

Top Venues

IEEE Trans. Signal Process.

Publications

Zhe Li, Bicheng Ying, Zidong Liu, Haibo Yang
Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization. CoRR (2024)
Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm. ICML (2023)
Lisang Ding, Kexin Jin, Bicheng Ying, Kun Yuan, Wotao Yin
DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm. CoRR (2023)
Bicheng Ying, Kun Yuan, Hanbin Hu, Yiming Chen, Wotao Yin
BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning. CoRR (2021)
Bicheng Ying, Kun Yuan, Yiming Chen, Hanbin Hu, Pan Pan, Wotao Yin
Exponential Graph is Provably Efficient for Decentralized Deep Training. NeurIPS (2021)
Bicheng Ying, Kun Yuan, Yiming Chen, Hanbin Hu, Pan Pan, Wotao Yin
Exponential Graph is Provably Efficient for Decentralized Deep Training. CoRR (2021)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Variance-Reduced Stochastic Learning Under Random Reshuffling. IEEE Trans. Signal Process. 68 (2020)
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
On the Influence of Bias-Correction on Distributed Stochastic Optimization. IEEE Trans. Signal Process. 68 (2020)
Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
Stochastic Learning Under Random Reshuffling With Constant Step-Sizes. IEEE Trans. Signal Process. 67 (2) (2019)
Kun Yuan, Bicheng Ying, Ali H. Sayed
COVER: A Cluster-based Variance Reduced Method for Online Learning. ICASSP (2019)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Supervised Learning Under Distributed Features. IEEE Trans. Signal Process. 67 (4) (2019)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Dynamic Average Diffusion With Randomized Coordinate Updates. IEEE Trans. Signal Inf. Process. over Networks 5 (4) (2019)
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
On the Performance of Exact Diffusion over Adaptive Networks. CoRR (2019)
Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed
Exact Diffusion for Distributed Optimization and Learning - Part I: Algorithm Development. IEEE Trans. Signal Process. 67 (3) (2019)
Kun Yuan, Bicheng Ying, Jiageng Liu, Ali H. Sayed
Variance-Reduced Stochastic Learning by Networked Agents Under Random Reshuffling. IEEE Trans. Signal Process. 67 (2) (2019)
Kun Yuan, Sulaiman A. Alghunaim, Bicheng Ying, Ali H. Sayed
On the Performance of Exact Diffusion over Adaptive Networks. CDC (2019)
Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed
Exact Diffusion for Distributed Optimization and Learning - Part II: Convergence Analysis. IEEE Trans. Signal Process. 67 (3) (2019)
Bicheng Ying, Kun Yuan, Ali H. Sayed
An Exponentially Convergent Algorithm for Learning Under Distributed Features. DSW (2018)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Dynamic Average Diffusion with randomized Coordinate Updates. CoRR (2018)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Learning Under Distributed Features. CoRR (2018)
Bicheng Ying, Ali H. Sayed
Performance limits of stochastic sub-gradient learning, Part I: Single agent case. Signal Process. 144 (2018)
Kun Yuan, Bicheng Ying, Ali H. Sayed
Efficient Variance-Reduced Learning Over Multi-Agent Networks. EUSIPCO (2018)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Convergence of Variance-Reduced Learning Under Random Reshuffling. ICASSP (2018)
Hawraa Salami, Bicheng Ying, Ali H. Sayed
Belief Control Strategies for Interactions over Weak Graphs. CoRR (2018)
Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
Stochastic Learning under Random Reshuffling. CoRR (2018)
Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed
Coordinate-Descent Diffusion Learning by Networked Agents. IEEE Trans. Signal Process. 66 (2) (2018)
Bicheng Ying, Ali H. Sayed
Performance limits of stochastic sub-gradient learning, part II: Multi-agent case. Signal Process. 144 (2018)
Kun Yuan, Bicheng Ying, Xiaochuan Zhao, Ali H. Sayed
Exact diffusion strategy for optimization by networked agents. EUSIPCO (2017)
Hawraa Salami, Bicheng Ying, Ali H. Sayed
Social Learning Over Weakly Connected Graphs. IEEE Trans. Signal Inf. Process. over Networks 3 (2) (2017)
Bicheng Ying, Kun Yuan, Stefan Vlaski, Ali H. Sayed
On the performance of random reshuffling in stochastic learning. ITA (2017)
Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed
Coordinate-descent adaptation over networks. EUSIPCO (2017)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Convergence of Variance-Reduced Stochastic Learning under Random Reshuffling. CoRR (2017)
Bicheng Ying, Ali H. Sayed
Diffusion gradient boosting for networked learning. ICASSP (2017)
Kun Yuan, Bicheng Ying, Ali H. Sayed
Efficient Variance-Reduced Learning for Fully Decentralized On-Device Intelligence. CoRR (2017)
Bicheng Ying, Ali H. Sayed
Performance Limits of Stochastic Sub-Gradient Learning, Part II: Multi-Agent Case. CoRR (2017)
Bicheng Ying, Ali H. Sayed
Information Exchange and Learning Dynamics Over Weakly Connected Adaptive Networks. IEEE Trans. Inf. Theory 62 (3) (2016)
Kun Yuan, Bicheng Ying, Ali H. Sayed
On the influence of momentum acceleration on online learning. ICASSP (2016)
Kun Yuan, Bicheng Ying, Ali H. Sayed
On the Influence of Momentum Acceleration on Online Learning. CoRR (2016)
Kun Yuan, Bicheng Ying, Stefan Vlaski, Ali H. Sayed
Stochastic gradient descent with finite samples sizes. MLSP (2016)
Stefan Vlaski, Bicheng Ying, Ali H. Sayed
The brain strategy for online learning. GlobalSIP (2016)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Online Dual Coordinate Ascent Learning. CoRR (2016)
Bicheng Ying, Kun Yuan, Ali H. Sayed
Online dual coordinate ascent learning. EUSIPCO (2016)
Hawraa Salami, Bicheng Ying, Ali H. Sayed
Social Learning over Weakly-Connected Graphs. CoRR (2016)
Chengcheng Wang, Yonggang Zhang, Bicheng Ying, Ali H. Sayed
Coordinate-Descent Diffusion Learning by Networked Agents. CoRR (2016)
Bicheng Ying, Ali H. Sayed
Performance limits of single-agent and multi-agent sub-gradient stochastic learning. ICASSP (2016)
Kun Yuan, Bicheng Ying, Ali H. Sayed
On the Influence of Momentum Acceleration on Online Learning. J. Mach. Learn. Res. 17 (2016)
Hawraa Salami, Bicheng Ying, Ali H. Sayed
Diffusion social learning over weakly-connected graphs. ICASSP (2016)
Bicheng Ying, Ali H. Sayed
Learning by weakly-connected adaptive agents. ICASSP (2015)
Bicheng Ying, Ali H. Sayed
Performance Limits of Online Stochastic Sub-Gradient Learning. CoRR (2015)
Bicheng Ying, Ali H. Sayed
Information Exchange and Learning Dynamics over Weakly-Connected Adaptive Networks. CoRR (2014)