Tianyi Chen
Title
Cited by
Cited by
Year
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
1452018
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
1172017
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
922019
Bandit convex optimization for scalable and dynamic IoT management
T Chen, GB Giannakis
IEEE Internet of Things Journal 6 (1), 1276-1286, 2019
882019
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
64*2016
Cooling-aware energy and workload management in data centers via stochastic optimization
T Chen, X Wang, GB Giannakis
IEEE Journal of Selected Topics in Signal Processing 10 (2), 402-415, 2015
572015
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
542019
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
502016
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
41*2021
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
412016
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
40*2019
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
36*2019
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
362017
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
342020
Dynamic resource allocation for smart-grid powered MIMO downlink transmissions
X Wang, T Chen, X Chen, X Zhou, GB Giannakis
IEEE Journal on Selected Areas in Communications 34 (12), 3354-3365, 2016
342016
Optimal MIMO broadcasting for energy harvesting transmitter with non-ideal circuit power consumption
X Wang, Z Nan, T Chen
IEEE Transactions on Wireless Communications 14 (5), 2500-2512, 2015
342015
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
33*2018
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
312017
Real-time energy trading and future planning for fifth generation wireless communications
X Chen, W Ni, T Chen, IB Collings, X Wang, GB Guanacos
IEEE Wireless Communications 24 (4), 24-30, 2017
302017
Secure mobile edge computing in IoT via collaborative online learning
B Li, T Chen, GB Giannakis
IEEE Transactions on Signal Processing 67 (23), 5922-5935, 2019
29*2019
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Articles 1–20