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Zhanhong Jiang

Iowa State University

14H-index
84Paper Count
830Citation Count
Published Papers 14
Publication Date
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DeCAF: Decentralized consensus-and-factorization for low-rank adaptation of foundation models
errNeural Networks
IF6.3
err2026-04-21
err0
PREAI
errNastaran Saadati; Zhanhong Jiang; Joshua R. Waite; Shreyan Ganguly; Aditya Balu; Chinmay Hegde; Soumik Sarkar
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Bidirectional linear recurrent models for sequence-level multisource fusion
errInformation Fusion
IF15.5
err2025-08-29
err0
PREAI
errQisai Liu; Zhanhong Jiang; Md Zahid Hasan; Joshua R. Waite; Chao Liu; Aditya Balu; Soumik Sarkar
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errSave
Neural PDE Solvers for Irregular Domains
errCOMPUTER-AIDED DESIGN
IF3.1
err2024-07-01
err2
errOAAI
errKhara, Biswajit; Herron, Ethan; Balu, Aditya; Gamdha, Dhruv; Yang, Chih-Hsuan; Saurabh, Kumar; Jignasu, Anushrut; Jiang, Zhanhong; Sarkar, Soumik; Hegde, Chinmay; Ganapathysubramanian, Baskar; Krishnamurthy, Adarsh
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errSave
Dominating Set Model Aggregation for communication-efficient decentralized deep learning
errNEURAL NETWORKS
IF6.3
err2024-03-01
err3
PREAI
errFotouhi, Fateme; Balu, Aditya; Jiang, Zhanhong; Esfandiari, Yasaman; Jahani, Salman; Sarkar, Soumik
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Data-driven control of airborne infection risk and energy use in buildings
errBUILDING AND ENVIRONMENT
IF7.6
err2023-11-01
err1
errOAAI
errRisbeck, Michael J.; Cohen, Alexander E.; Douglas, Jonathan D.; Jiang, Zhanhong; Fanone, Carlo; Bowes, Karen; Doughty, Jim; Turnbull, Martin; Diberardinis, Louis; Lee, Young M.; Bazant, Martin Z.
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errSave
A timeseries supervised learning framework for fault prediction in chiller systems
errENERGY AND BUILDINGS
IF7.1
err2023-04-01
err6
PREAI
errJiang, Zhanhong; Risbeck, Michael J.; Samy, Santle Camilas Kulandai; Zhang, Chenlu; Cyrus, Saman; Lee, Young M.
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errSave
The Stochastic Augmented Lagrangian method for domain adaptation
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-01-01
err3
PREAI
errJiang, Zhanhong; Liu, Chao; Lee, Young M.; Hegde, Chinmay; Sarkar, Soumik; Jiang, Dongxiang
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errSave
Modeling and multiobjective optimization of indoor airborne disease transmission risk and associated energy consumption for building HVAC systems
errENERGY AND BUILDINGS
IF7.1
err2021-12-01
err26
errOAAI
errRisbeck, Michael J.; Bazant, Martin Z.; Jiang, Zhanhong; Lee, Young M.; Drees, Kirk H.; Douglas, Jonathan D.
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errSave
On Consensus-Optimality Trade-offs in Collaborative Deep Learning
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2021-09-14
err2
errOAAI
errJiang, Zhanhong; Balu, Aditya; Hegde, Chinmay; Sarkar, Soumik
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Collaborative deep learning framework for fault diagnosis in distributed complex systems
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2021-07-01
err35
PREAI
errWang, Haoxiang; Liu, Chao; Jiang, Dongxiang; Jiang, Zhanhong
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errSave
Building HVAC control with reinforcement learning for reduction of energy cost and demand charge
errENERGY AND BUILDINGS
IF7.1
err2021-05-01
err78
PREAI
errJiang, Zhanhong; Risbeck, Michael J.; Ramamurti, Vish; Murugesan, Sugumar; Amores, Jaume; Zhang, Chenlu; Lee, Young M.; Drees, Kirk H.
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errSave
Root-cause analysis for time-series anomalies via spatiotemporal graphical modeling in distributed complex systems
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-01-01
err15
errOAAI
errLiu, Chao; Lore, Kin Gwn; Jiang, Zhanhong; Sarkar, Soumik
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errSave
Multivariate exploration of non-intrusive load monitoring via spatiotemporal pattern network
errAPPLIED ENERGY
IF11
err2018-02-01
err67
errOAAI
errLiu, Chao; Akintayo, Adedotun; Jiang, Zhanhong; Henze, Gregor P.; Sarkar, Soumik
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errSave
Energy prediction using spatiotemporal pattern networks
errAPPLIED ENERGY
IF11
err2017-11-01
err20
errOAAI
errJiang, Zhanhong; Liu, Chao; Akintayo, Adedotun; Henze, Gregor P.; Sarkar, Soumik
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
Y
Young Moo Lee
H-index: 121 · Papers: 1.2K
M
Martin Z. Bazant
H-index: 91 · Papers: 701
B
Baskar Ganapathysubramanian
H-index: 48 · Papers: 450
G
Gregor P. Henze
H-index: 46 · Papers: 245
S
Soumik Sarkar
H-index: 44 · Papers: 406
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