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Farnoush Banaei-Kashani
Associate Professor, Computer Science and Engineering, University of Colorado, Denver
Joined
July 2019
Names
Farnoush Banaei-Kashani
(Preferred)
,
Farnoush Kashani
,
Farnoush Banaei Kashani
Emails
****@ucdenver.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Associate Professor
Computer Science and Engineering,
University of Colorado, Denver
(ucdenver.edu)
2014
–
Present
Researcher
Computer Science,
University of Southern California
(usc.edu)
2007
–
2014
Advisors, Relations & Conflicts
PhD Advisor
Cyrus Shahabi
2000
–
2006
Expertise
Data Science
,
Machine Learning
,
GenAI
,
Bioinformatics
,
GeoAI
,
Spatiotemporal Data
,
Graph Data
,
Sequence Data
2000
–
Present
Publications
Universe of Thoughts: Enabling Creative Reasoning with Large Language Models
Yuto Suzuki
,
Farnoush Banaei-Kashani
Submitted to ICLR 2026
Readers:
Everyone
Partial Label Learning with Focal Loss for Sea Ice Classification Based on Ice Charts
Behzad Vahedi
,
Benjamin Lucas
,
Farnoush Banaei Kashani
,
Andrew P. Barrett
,
Walter N. Meier
,
Siri Jodha S. Khalsa
,
Morteza Karimzadeh
CoRR 2024
Readers:
Everyone
Partial Label Learning With Focal Loss for Sea Ice Classification Based on Ice Charts
Behzad Vahedi
,
Benjamin Lucas
,
Farnoush Banaei Kashani
,
Andrew P. Barrett
,
Walter N. Meier
,
Siri Jodha Singh Khalsa
,
Morteza Karimzadeh
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2024
Readers:
Everyone
Toward enhancing web privacy on HTTPS traffic: A novel SuperLearner attack model and an efficient defense approach with adversarial examples
Masoumeh Abolfathi
,
Srivani Inturi
,
Farnoush Banaei Kashani
,
Jafar Haadi Jafarian
Comput. Secur. 2024
Readers:
Everyone
Clustered Federated Learning for Heterogeneous Feature Spaces using Siamese Graph Convolutional Neural Network Distance Prediction
Yuto Suzuki
,
Farnoush Banaei-Kashani
Published: 16 May 2023, Last Modified: 02 Jul 2023
FLSys 2023
Readers:
Everyone
NetSHy: network summarization via a hybrid approach leveraging topological properties
Thao Vu
,
Elizabeth Litkowski
,
Weixuan Liu
,
Katherine A. Pratte
,
Leslie Lange
,
Russell Bowler
,
Farnoush Banaei Kashani
,
Katerina J. Kechris
Bioinform. 2023
Readers:
Everyone
Incremental Semi-Supervised Tri-Training: A framework for model personalization
Medha Chippa
,
Farnoush Banaei Kashani
BIBM 2023
Readers:
Everyone
Detection of Microsleep Events With a Behind-the-Ear Wearable System
Nhat Pham
,
Tuan Dinh
,
Taeho Kim
,
Zohreh Raghebi
,
Nam Bui
,
Hoang Truong
,
Tuan Nguyen
,
Farnoush Banaei Kashani
,
Ann C. Halbower
,
Thang N. Dinh
,
Phuc Nguyen
,
Tam Vu
2023 (modified: 17 Apr 2023)
IEEE Trans. Mob. Comput. 2023
Readers:
Everyone
Learn2Pool: efficient and effective ride assignment in ride sharing systems
Ryan Cheng
,
Selvakumar Jayaraman
,
Robert Fitzgerald
,
Farnoush Banaei Kashani
IWCTS@SIGSPATIAL 2022
Readers:
Everyone
Significant Subgraph Detection in Multi-omics Networks for Disease Pathway Identification
Mohamed Abdel-Hafiz
,
Mesbah Najafi
,
Shahab Helmi
,
Katherine A. Pratte
,
Yonghua Zhuang
,
Weixuan Liu
,
Katerina J. Kechris
,
Russell Bowler
,
Leslie Lange
,
Farnoush Banaei Kashani
Frontiers Big Data 2022
Readers:
Everyone
View all 105 publications
Co-Authors
Abdeltawab M. Hendawi
Adil Faisal
Afsin Akdogan
Ali Khodaei
Ali Khoshgozaran
Anand Ranganathan
Ananta Nair
Anas Basalamah
Andrew Hill
Andrew P. Barrett
Anh Nguyen
Ann C. Halbower
Arjun Rihan
Ashis Kumer Biswas
Bahman Movaqar
Balan Sethu Raman
Behzad Vahedi
Bei Pan
Benjamin Lucas
Beth Fisher
Carolee J. Winstein
Cesar Blanco
Chengyang Zhang
Ching-Chien Chen
Cyrus Shahabi
View all 121 co-authors