Concepedia
Statistics
Publications
59
Citations
3.1K
H-Index
32
Active since
2009
Affiliations
University of Minnesota(Current)
Rensselaer Polytechnic Institute
Fudan University
Florida Atlantic University
Sun Yat-sen University
Tianyi Chen is an author at University of Minnesota specializing in computing, computer science, and machine learning.
Publications per year
2009–2024
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets
Liping Li, Wei Xu, Tianyi Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 363 citations · Full text
Computing, Computer Science, Algorithms +14
An Online Convex Optimization Approach to Proactive Network Resource Allocation
Tianyi Chen, Qing Ling · IEEE Transactions on Signal Processing · 2017 · 230 citations · Full text
Natural Sciences, Computer Science, Mathematics +17
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks
Zhaoxian Wu, Qing Ling, Tianyi Chen et al. · IEEE Transactions on Signal Processing · 2020 · 215 citations
Computing, Computer Science, Distributed Systems +16
LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed\n Learning
Tianyi Chen, Georgios B. Giannakis, Tao Sun et al. · arXiv (Cornell University) · 2018 · 198 citations · Full text
Computing, Communication, Computer Science +16
Bandit Convex Optimization for Scalable and Dynamic IoT Management
Tianyi Chen · IEEE Internet of Things Journal · 2018 · 146 citations · Full text
Natural Sciences, Decision Sciences, Internet Of Things +15
1–5 of 59