Zhanhong Jiang
Zhanhong Jiang
Senior AI Scientist at Johnson Controls
Verified email at jci.com
Title
Cited by
Cited by
Year
Collaborative deep learning in fixed topology networks
Z Jiang, A Balu, C Hegde, S Sarkar
Advances in Neural Information Processing Systems, 5904-5914, 2017
592017
Multivariate exploration of non-intrusive load monitoring via spatiotemporal pattern network
C Liu, A Akintayo, Z Jiang, GP Henze, S Sarkar
Applied energy 211, 1106-1122, 2018
402018
An unsupervised spatiotemporal graphical modeling approach to anomaly detection in distributed cps
C Liu, S Ghosal, Z Jiang, S Sarkar
2016 ACM/IEEE 7th International Conference on Cyber-Physical Systems (ICCPS …, 2016
382016
An unsupervised anomaly detection approach using energy-based spatiotemporal graphical modeling
C Liu, S Ghosal, Z Jiang, S Sarkar
Cyber-physical systems 3 (1-4), 66-102, 2017
312017
Energy prediction using spatiotemporal pattern networks
Z Jiang, C Liu, A Akintayo, GP Henze, S Sarkar
Applied Energy 206, 1022-1039, 2017
212017
Online robust policy learning in the presence of unknown adversaries
A Havens, Z Jiang, S Sarkar
Advances in Neural Information Processing Systems, 9916-9926, 2018
142018
Understanding wind turbine interactions using spatiotemporal pattern network
Z Jiang, S Sarkar
Dynamic Systems and Control Conference 57243, V001T05A001, 2015
142015
On distributed optimization using generalized gossip
Z Jiang, S Sarkar, K Mukherjee
2015 54th IEEE Conference on Decision and Control (CDC), 2667-2672, 2015
132015
A volttron based implementation of supervisory control using generalized gossip for building energy systems
V Chinde, A Kohl, Z Jiang, A Kelkar, S Sarkar
112016
Comparative evaluation of control-oriented zone temperature prediction modeling strategies in buildings
V Chinde, JC Heylmun, A Kohl, Z Jiang, S Sarkar, A Kelkar
Dynamic Systems and Control Conference 57250, V002T34A009, 2015
92015
Scalable supervisory control of building energy systems using generalized gossip
Z Jiang, V Chinde, A Kohl, S Sarkar, A Kelkar
2016 American Control Conference (ACC), 581-586, 2016
82016
Probabilistic graphical modeling of distributed cyber-physical systems
S Sarkar, Z Jiang, A Akintayo, S Krishnamurthy, A Tewari
Cyber-Physical Systems, 265-285, 2017
52017
Data-driven thermal model inference with armax, in smart environments, based on normalized mutual information
Z Jiang, J Francis, AK Sahu, S Munir, C Shelton, A Rowe, M Bergés
2018 Annual American Control Conference (ACC), 4634-4639, 2018
42018
Generalised gossip-based subgradient method for distributed optimisation
Z Jiang, K Mukherjee, S Sarkar
International Journal of Control 92 (6), 1209-1225, 2019
32019
Building energy disaggregation using spatiotemporal pattern network
C Liu, Z Jiang, A Akintayo, GP Henze, S Sarkar
2018 Annual American Control Conference (ACC), 1052-1057, 2018
32018
Deep Transfer Learning for Thermal Dynamics Modeling in Smart Buildings
Z Jiang, YM Lee
2019 IEEE International Conference on Big Data (Big Data), 2033-2037, 2019
22019
Exploring Granger causality in dynamical systems modeling and performance monitoring
H Saha, C Liu, Z Jiang, S Sarkar
2018 IEEE Conference on Decision and Control (CDC), 2537-2542, 2018
22018
Distributed optimization for control and learning
Z Jiang
22018
Learning State Switching for Multi-sensor Integration
H Saha, SY Tan, Z Jiang, S Sarkar
2019 Sixth Indian Control Conference (ICC), 232-237, 2019
12019
On Higher-order Moments in Adam
Z Jiang, A Balu, SY Tan, YM Lee, C Hegde, S Sarkar
arXiv preprint arXiv:1910.06878, 2019
12019
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