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F

Farinaz Koushanfar

Rice University

62H-index
419Paper Count
2.3WCitation Count
Published Papers 34
Publication Date
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Near-Memory Computing With Compressed Embedding Table for Personalized Recommendation
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-07-01
err0
PREAI
errLim, Jeongmin; Kim, Young Geun; Chung, Sung Woo; Koushanfar, Farinaz; Kong, Joonho
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Distributed constrained combinatorial optimization leveraging hypergraph neural networks
errNATURE MACHINE INTELLIGENCE
IF23.9
err2024-05-30
err0
errOAAI
errHeydaribeni, Nasimeh; Zhan, Xinrui; Zhang, Ruisi; Eliassi-Rad, Tina; Koushanfar, Farinaz
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errSave
SenseHash: Computing on Sensor Values Mystified at the Origin
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2024-04-01
err0
PREAI
errSheybani, Nojan; Zhang, Xinqiao; Hussain, Siam Umar; Koushanfar, Farinaz
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errSave
TAILOR: Altering Skip Connections for Resource-Efficient Inference
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2024-01-27
err2
errOAAI
errWeng, Olivia; Marcano, Gabriel; Loncar, Vladimir; Khodamoradi, Alireza; Abarajithan, G.; Sheybani, Nojan; Meza, Andres; Koushanfar, Farinaz; Denolf, Kristof; Duarte, Javier Mauricio; Kastner, Ryan
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errSave
Abusing Commodity DRAMs in IoT Devices to Remotely Spy on Temperature
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2023-01-01
err1
errOAAI
errFrank, Florian; Xiong, Wenjie; Anagnostopoulos, Nikolaos Athanasios; Schaller, Andre; Arul, Tolga; Koushanfar, Farinaz; Katzenbeisser, Stefan; Ruehrmair, Ulrich; Szefer, Jakub
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errSave
Adversarial scratches: Deployable attacks to CNN classifiers
errPATTERN RECOGNITION
IF7.6
err2023-01-01
err13
errOAAI
errGiulivi, Loris; Jere, Malhar; Rossi, Loris; Koushanfar, Farinaz; Ciocarlie, Gabriela; Hitaj, Briland; Boracchi, Giacomo
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errSave
Machine learning-assisted E-jet printing for manufacturing of organic flexible electronics
errBIOSENSORS & BIOELECTRONICS
IF10.5
err2022-09-01
err14
errOAAI
errShirsavar, Mehran Abbasi; Taghavimehr, Mehrnoosh; Ouedraogo, Lionel J.; Javaheripi, Mojan; Hashemi, Nicole N.; Koushanfar, Farinaz; Montazami, Reza
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errSave
SWANN: Small-World Architecture for Fast Convergence of Neural Networks
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2021-12-01
err5
errOAAI
errJavaheripi, Mojan; Rouhani, Bita Darvish; Koushanfar, Farinaz
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errSave
Water end-use consumption in low-income households: Evaluation of the impact of preprocessing on the construction of a classification model
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2021-12-01
err3
PREAI
errOliveira-Esquerre, Karla; Mello, Mariza; Botelho, Gabriella; Deng, Zikang; Koushanfar, Farinaz; Kiperstok, Asher
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errSave
AutoRank: Automated Rank Selection for Effective Neural Network Customization
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2021-12-01
err2
errOAAI
errJavaheripi, Mojan; Samragh, Mohammad; Koushanfar, Farinaz
errShare
errSave
CuRTAIL: ChaRacterizing and Thwarting AdversarIal Deep Learning
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2021-03-01
err9
PREAI
errJavaheripi, Mojan; Samragh, Mohammad; Rouhani, Bita Darvish; Javidi, Tara; Koushanfar, Farinaz
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errSave
Advances and Open Problems in Federated Learning
errFOUNDATIONS AND TRENDS IN MACHINE LEARNING
IF25.4
err2021-01-01
err2.0K
PREAI
errKairouz, Peter; McMahan, H. Brendan; Avent, Brendan; Bellet, Aurelien; Bennis, Mehdi; Bhagoji, Arjun Nitin; Bonawitz, Kallista; Charles, Zachary; Cormode, Graham; Cummings, Rachel; D'Oliveira, Rafael G. L.; Eichner, Hubert; El Rouayheb, Salim; Evans, David; Gardner, Josh; Garrett, Zachary; Gascon, Adria; Ghazi, Badih; Gibbons, Phillip B.; Gruteser, Marco; Harchaoui, Zaid; He, Chaoyang; He, Lie; Huo, Zhouyuan; Hutchinson, Ben; Hsu, Justin; Jaggi, Martin; Javidi, Tara; Joshi, Gauri; Khodak, Mikhail; Konecny, Jakub; Korolova, Aleksandra; Koushanfar, Farinaz; Koyejo, Sanmi; Lepoint, Tancrede; Liu, Yang; Mittal, Prateek; Mohri, Mehryar; Nock, Richard; Ozgur, Ayfer; Pagh, Rasmus; Qi, Hang; Ramage, Daniel; Raskar, Ramesh; Raykova, Mariana; Song, Dawn; Song, Weikang; Stich, Sebastian U.; Sun, Ziteng; Suresh, Ananda Theertha; Tramer, Florian; Vepakomma, Praneeth; Wang, Jianyu; Xiong, Li; Xu, Zheng; Yang, Qiang; Yu, Felix X.; Yu, Han; Zhao, Sen
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errSave
Design and Analysis of Secure and Dependable Automotive CPS: A Steer-by-Wire Case Study
errIEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING
IF7.5
err2020-07-01
err21
errOAAI
errMunir, Arslan; Koushanfar, Farinaz
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errSave
AdaNS: Adaptive Non-Uniform Sampling for Automated Design of Compact DNNs
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2020-05-01
err5
PREAI
errJavaheripi, Mojan; Samragh, Mohammad; Javidi, Tara; Koushanfar, Farinaz
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errSave
ReDCrypt: Real-Time Privacy-Preserving Deep Learning Inference in Clouds Using FPGAs
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2018-12-15
err12
errOAAI
errRouhani, Bita Darvish; Hussain, Siam Umar; Lauter, Kristin; Koushanfar, Farinaz
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errSave
RankMap: A Framework for Distributed Learning From Dense Data Sets
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-07-01
err3
errOAAI
errMirhoseini, Azalia; Dyer, Eva L.; Songhori, Ebrahim M.; Baraniuk, Richard; Koushanfar, Farinaz
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errSave
Automated Real-Time Analysis of Streaming Big and Dense Data on Reconfigurable Platforms
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2016-12-19
err12
PREAI
errRouhani, Bita Darvish; Mirhoseini, Azalia; Songhori, Ebrahim M.; Koushanfar, Farinaz
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errSave
An Energy-Efficient Last-Level Cache Architecture for Process Variation-Tolerant 3D Microprocessors
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2015-09-01
err6
PREAI
errKong, Joonho; Koushanfar, Farinaz; Chung, Sung Woo
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errSave
Phase Change Memory Write Cost Minimization by Data Encoding
errIEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS
IF3.8
err2015-03-01
err4
PREAI
errMirhoseini, Azalia; Potkonjak, Miodrag; Koushanfar, Farinaz
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errSave
Trustworthy Hardware
errPROCEEDINGS OF THE IEEE
IF25.9
err2014-08-01
err3
errOAAI
errKarri, Ramesh; Koushanfar, Farinaz
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
J. Duarte
H-index: 130 · Papers: 2.1K
D
Dawn Song
H-index: 118 · Papers: 560
R
Richard G. Baraniuk
H-index: 98 · Papers: 853
S
Srinivas Devadas
H-index: 90 · Papers: 545
M
Mehdi Bennis
H-index: 85 · Papers: 946
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