Zhanhong Jiang
Zhanhong Jiang
Scientist at TrAC
Verified email at
Cited by
Cited by
Collaborative deep learning in fixed topology networks
Z Jiang, A Balu, C Hegde, S Sarkar
Advances in Neural Information Processing Systems 30, 2017
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
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
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
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
Online robust policy learning in the presence of unknown adversaries
A Havens, Z Jiang, S Sarkar
Advances in neural information processing systems 31, 2018
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
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
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
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
Energy prediction using spatiotemporal pattern networks
Z Jiang, C Liu, A Akintayo, GP Henze, S Sarkar
Applied Energy 206, 1022-1039, 2017
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
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
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
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
On distributed optimization using generalized gossip
Z Jiang, S Sarkar, K Mukherjee
2015 54th IEEE Conference on Decision and Control (CDC), 2667-2672, 2015
A volttron based implementation of supervisory control using generalized gossip for building energy systems
V Chinde, A Kohl, Z Jiang, A Kelkar, S Sarkar
Understanding wind turbine interactions using spatiotemporal pattern network
Z Jiang, S Sarkar
Dynamic Systems and Control Conference 57243, V001T05A001, 2015
Probabilistic graphical modeling of distributed cyber-physical systems
S Sarkar, Z Jiang, A Akintayo, S Krishnamurthy, A Tewari
Cyber-Physical Systems, 265-285, 2017
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
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