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Tianyi Chen
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LAG: Lazily aggregated gradient for communication-efficient distributed learning
T Chen, G Giannakis, T Sun, W Yin
Advances in Neural Information Processing Systems, 5055-5065, 2018
2592018
RSA: Byzantine-robust stochastic aggregation methods for distributed learning from heterogeneous datasets
L Li, W Xu, T Chen, GB Giannakis, Q Ling
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 1544-1551, 2019
2222019
An online convex optimization approach to proactive network resource allocation
T Chen, Q Ling, GB Giannakis
IEEE Transactions on Signal Processing 65 (24), 6350-6364, 2017
1922017
Learning and management for Internet of Things: Accounting for adaptivity and scalability
T Chen, S Barbarossa, X Wang, GB Giannakis, ZL Zhang
Proceedings of the IEEE 107 (4), 778-796, 2019
149*2019
Communication-efficient distributed learning via lazily aggregated quantized gradients
J Sun, T Chen, G Giannakis, Z Yang
Advances in Neural Information Processing Systems, 3370-3380, 2019
122*2019
Bandit convex optimization for scalable and dynamic IoT management
T Chen, GB Giannakis
IEEE Internet of Things Journal 6 (1), 1276-1286, 2018
1222018
Federated Variance-Reduced Stochastic Gradient Descent With Robustness to Byzantine Attacks
Z Wu, Q Ling, T Chen, GB Giannakis
IEEE Transactions on Signal Processing 68, 4583 - 4596, 2020
1212020
VAFL: a Method of Vertical Asynchronous Federated Learning
T Chen, X Jin, Y Sun, W Yin
Proc. of ICML Workshop on Federated Learning for User Privacy and Data …, 2020
1012020
A Single-Timescale Method for Stochastic Bilevel Optimization
T Chen, Y Sun, Q Xiao, W Yin
International Conference on Artificial Intelligence and Statistics, 2466-2488, 2022
84*2022
Communication-efficient policy gradient methods for distributed reinforcement learning
T Chen, K Zhang, GB Giannakis, T Başar
IEEE Transactions on Control of Network Systems, 2021
81*2021
Robust workload and energy management for sustainable data centers
T Chen, Y Zhang, X Wang, GB Giannakis
IEEE Journal on Selected Areas in Communications 34 (3), 651-664, 2016
712016
Closing the Gap: Tighter Analysis of Alternating Stochastic Gradient Methods for Bilevel Problems
T Chen, Y Sun, W Yin
Advances in Neural Information Processing Systems 34, 2021
62*2021
Dynamic energy management for smart-grid-powered coordinated multipoint systems
X Wang, Y Zhang, T Chen, GB Giannakis
IEEE Journal on Selected Areas in Communications 34 (5), 1348-1359, 2016
612016
CAFE: Catastrophic data leakage in vertical federated learning
X Jin, PY Chen, CY Hsu, CM Yu, T Chen
Advances in Neural Information Processing Systems 34, 994-1006, 2021
602021
Random feature-based online multi-kernel learning in environments with unknown dynamics
Y Shen, T Chen, GB Giannakis
The Journal of Machine Learning Research 20 (1), 773-808, 2019
60*2019
DGLB: Distributed stochastic geographical load balancing over cloud networks
T Chen, AG Marques, GB Giannakis
IEEE Transactions on Parallel and Distributed Systems 28 (7), 1866-1880, 2016
552016
Solving stochastic compositional optimization is nearly as easy as solving stochastic optimization
T Chen, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 4937-4948, 2021
542021
Real-time energy management in microgrids with reduced battery capacity requirements
B Li, T Chen, X Wang, GB Giannakis
IEEE Transactions on Smart Grid 10 (2), 1928-1938, 2017
512017
Stochastic averaging for constrained optimization with application to online resource allocation
T Chen, A Mokhtari, X Wang, A Ribeiro, GB Giannakis
IEEE Transactions on Signal Processing 65 (12), 3078-3093, 2017
482017
Heterogeneous Online Learning for “Thing-Adaptive” Fog Computing in IoT
T Chen, Q Ling, Y Shen, GB Giannakis
IEEE Internet of Things Journal 5 (6), 4328-4341, 2018
47*2018
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