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Zhanhong Jiang
Zhanhong Jiang
Scientist at TrAC
Verified email at iastate.edu
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 30, 2017
1902017
Building HVAC control with reinforcement learning for reduction of energy cost and demand charge
Z Jiang, MJ Risbeck, V Ramamurti, S Murugesan, J Amores, C Zhang, ...
Energy and Buildings 239, 110833, 2021
702021
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
702018
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
672016
Spatiotemporal attention for multivariate time series prediction and interpretation
T Gangopadhyay, SY Tan, Z Jiang, R Meng, S Sarkar
ICASSP 2021-2021 IEEE international conference on acoustics, speech and …, 2021
472021
Online robust policy learning in the presence of unknown adversaries
A Havens, Z Jiang, S Sarkar
Advances in neural information processing systems 31, 2018
472018
Cross-gradient aggregation for decentralized learning from non-iid data
Y Esfandiari, SY Tan, Z Jiang, A Balu, E Herron, C Hegde, S Sarkar
International conference on machine learning, 3036-3046, 2021
412021
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
412017
Collaborative deep learning framework for fault diagnosis in distributed complex systems
H Wang, C Liu, D Jiang, Z Jiang
Mechanical Systems and Signal Processing 156, 107650, 2021
402021
Modeling and multiobjective optimization of indoor airborne disease transmission risk and associated energy consumption for building HVAC systems
MJ Risbeck, MZ Bazant, Z Jiang, YM Lee, KH Drees, JD Douglas
Energy and Buildings 253, 111497, 2021
302021
Energy prediction using spatiotemporal pattern networks
Z Jiang, C Liu, A Akintayo, GP Henze, S Sarkar
Applied Energy 206, 1022-1039, 2017
272017
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
212019
Decentralized deep learning using momentum-accelerated consensus
A Balu, Z Jiang, SY Tan, C Hedge, YM Lee, S Sarkar
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
192021
Quantifying the tradeoff between energy consumption and the risk of airborne disease transmission for building HVAC systems
MJ Risbeck, MZ Bazant, Z Jiang, YM Lee, KH Drees, JD Douglas
Science and Technology for the Built Environment 28 (2), 240-254, 2022
172022
Root-cause analysis for time-series anomalies via spatiotemporal graphical modeling in distributed complex systems
C Liu, KG Lore, Z Jiang, S Sarkar
Knowledge-Based Systems 211, 106527, 2021
172021
On distributed optimization using generalized gossip
Z Jiang, S Sarkar, K Mukherjee
2015 54th IEEE Conference on Decision and Control (CDC), 2667-2672, 2015
162015
A volttron based implementation of supervisory control using generalized gossip for building energy systems
V Chinde, A Kohl, Z Jiang, A Kelkar, S Sarkar
132016
Understanding wind turbine interactions using spatiotemporal pattern network
Z Jiang, S Sarkar
Dynamic Systems and Control Conference 57243, V001T05A001, 2015
132015
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
112015
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
102018
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