Tianyi Chen

Cited by

	All	Since 2016
Citations	971	960
h-index	20	19
i10-index	27	27

360

180

270

201420152016201720182019202020214 5 38 95 172 293 355 7

Co-authors

Georgios B. GiannakisEndowed Chair Prof., Dept. of ECE and DTC, University of MinnesotaVerified email at umn.edu
Xin WangFudan UniversityVerified email at fau.edu
Qing LingSchool of Data and Computer Science, Sun Yat-Sen UniversityVerified email at mail.sysu.edu.cn
Wotao YinProfessor of Mathematics, UCLAVerified email at ucla.edu
Yanning ShenUniversity of California, IrvineVerified email at uci.edu
Bingcong LiUniversity of MinnesotaVerified email at umn.edu
Sergio BarbarossaSapienza University of RomeVerified email at uniroma1.it
Zhi-Li ZhangDistinguished McKnight University Professor and Qwest Chair ProfessorVerified email at cs.umn.edu
Antonio G. MarquesProfessor of ECE, King Juan Carlos University (Universidad Rey Juan Carlos), MadridVerified email at urjc.es
Yuejiao SunPh.D. Candidate, UCLAVerified email at g.ucla.edu
Alejandro RibeiroUniversity of PennsylvaniaVerified email at seas.upenn.edu
Aryan MokhtariAssistant Professor, ECE, University of Texas at AustinVerified email at austin.utexas.edu
Longbo HuangAssociate Professor, IIIS @ Tsinghua University, ChinaVerified email at tsinghua.edu.cn
Tamer BaşarSwanlund Endowed Chair & CAS Professor of Electrical and Computer EngineeringVerified email at illinois.edu
Kaiqing ZhangPh.D. Candidate of Electrical and Computer Engineering, University of Illinois at Urbana-ChampaignVerified email at illinois.edu
Na LiGordon McKay Professor of Electrical Engineering and Applied Mathematics, HarvardVerified email at seas.harvard.edu
Mingyi HongAssociate Professor, University of MinnesotaVerified email at umn.edu
Victor C. M. LeungShenzhen University/The University of British ColumbiaVerified email at ieee.org

Tianyi Chen

Assistant Professor of ECSE, Rensselaer Polytechnic Institute

Verified email at rpi.edu - Homepage

Signal Processing Machine Learning Wireless Networks Optimization


Title Sort by citations Sort by year Sort by 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	95	2018
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	89	2017
Bandit convex optimization for scalable and dynamic IoT management T Chen, GB Giannakis IEEE Internet of Things Journal 6 (1), 1276-1286, 2019	69	2019
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	54*	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	53	2015
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	50	2016
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, 1544-1551, 2019	49	2019
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	43	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	38	2016
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	34	2015
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	33	2016
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	32	2017
Two-scale stochastic control for integrated multipoint communication systems with renewables X Wang, X Chen, T Chen, L Huang, GB Giannakis IEEE Transactions on Smart Grid 9 (3), 1822-1834, 2016	30	2016
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	28	2017
Multi-timescale online optimization of network function virtualization for service chaining X Chen, W Ni, T Chen, IB Collings, X Wang, RP Liu, GB Giannakis IEEE Transactions on Mobile Computing 18 (12), 2899 - 2912, 2019	22*	2019
Communication-efficient distributed reinforcement learning T Chen, K Zhang, GB Giannakis, T Başar arXiv preprint arXiv:1812.03239, 2018	22	2018
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	21	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	21	2017
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	20*	2019
Energy-efficient transmission schedule for delay-limited bursty data arrivals under nonideal circuit power consumption Z Nan, T Chen, X Wang, W Ni IEEE Transactions on Vehicular Technology 65 (8), 6588-6600, 2015	20	2015

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