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Fatih Ilhan
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 24
Top Topics
Object Detection
Neural Network
Shortest Path
Online Learning
Top Venues
CoRR
SIU
IEEE Trans. Neural Networks Learn. Syst.
CVPR
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Publications
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Fatih Ilhan
,
Ling Liu
,
Ka Ho Chow
,
Wenqi Wei
,
Yanzhao Wu
,
Myungjin Lee
,
Ramana Kompella
,
Hugo Latapie
,
Gaowen Liu
EENet: Learning to Early Exit for Adaptive Inference.
CoRR
(2023)
Fatih Ilhan
,
Gong Su
,
Ling Liu
ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients.
CVPR
(2023)
Fatih Ilhan
,
Oguzhan Karaahmetoglu
,
Ismail Balaban
,
Suleyman Serdar Kozat
Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments.
IEEE Trans. Neural Networks Learn. Syst.
34 (2) (2023)
Sihao Hu
,
Tiansheng Huang
,
Fatih Ilhan
,
Selim Furkan Tekin
,
Ling Liu
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives.
CoRR
(2023)
Fatih Ilhan
,
Gong Su
,
Qingyang Wang
,
Ling Liu
Scalable Federated Learning with System Heterogeneity.
ICDCS
(2023)
Wenqi Wei
,
Ka-Ho Chow
,
Fatih Ilhan
,
Yanzhao Wu
,
Ling Liu
Model Cloaking against Gradient Leakage.
ICDM
(2023)
Mustafa Sat
,
Fatih Ilhan
,
Erman Yükseltürk
Comparison and evaluation of augmented reality technologies for designing interactive materials.
Educ. Inf. Technol.
28 (9) (2023)
Tiansheng Huang
,
Sihao Hu
,
Ka Ho Chow
,
Fatih Ilhan
,
Selim F. Tekin
,
Ling Liu
Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training.
NeurIPS
(2023)
Fatih Ilhan
,
Selim Furkan Tekin
,
Sihao Hu
,
Tiansheng Huang
,
Ka Ho Chow
,
Ling Liu
Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems.
WWW (Companion Volume)
(2023)
Ka Ho Chow
,
Ling Liu
,
Wenqi Wei
,
Fatih Ilhan
,
Yanzhao Wu
STDLens: Model Hijacking-resilient Federated Learning for Object Detection.
CoRR
(2023)
Ka Ho Chow
,
Ling Liu
,
Wenqi Wei
,
Fatih Ilhan
,
Yanzhao Wu
STDLens: Model Hijacking-Resilient Federated Learning for Object Detection.
CVPR
(2023)
Nuri Mert Vural
,
Fatih Ilhan
,
Selim Firat Yilmaz
,
Salih Ergüt
,
Suleyman Serdar Kozat
Achieving Online Regression Performance of LSTMs With Simple RNNs.
IEEE Trans. Neural Networks Learn. Syst.
33 (12) (2022)
Selim Furkan Tekin
,
Oguzhan Karaahmetoglu
,
Fatih Ilhan
,
Ismail Balaban
,
Suleyman Serdar Kozat
Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs.
CoRR
(2021)
Fatih Ilhan
,
Oguzhan Karaahmetoglu
,
Ismail Balaban
,
Suleyman Serdar Kozat
Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments.
CoRR
(2020)
Nuri Mert Vural
,
Burak Altas
,
Fatih Ilhan
,
Suleyman Serdar Kozat
Online Shortest Path Learning via Convex Optimization.
SIU
(2020)
Nuri Mert Vural
,
Selim Firat Yilmaz
,
Fatih Ilhan
,
Suleyman Serdar Kozat
RNN-based Online Learning: An Efficient First-Order Optimization Algorithm with a Convergence Guarantee.
CoRR
(2020)
Fatih Ilhan
,
Selim F. Tekin
,
Bilgin Aksoy
Spatio-Temporal Crime Prediction with Temporally Hierarchical Convolutional Neural Networks.
SIU
(2020)
Fatih Ilhan
,
Nuri Mert Vural
,
Suleyman Serdar Kozat
LSTM-Based Online Learning with Extended Kalman Filter Based Training Algorithm.
SIU
(2020)
Nuri Mert Vural
,
Fatih Ilhan
,
Selim Firat Yilmaz
,
Suleyman Serdar Kozat
Achieving Online Regression Performance of LSTMs with Simple RNNs.
CoRR
(2020)
Oguzhan Karaahmetoglu
,
Fatih Ilhan
,
Ismail Balaban
,
Suleyman Serdar Kozat
Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks.
CoRR
(2020)
Fatih Ilhan
,
Suleyman Serdar Kozat
Modeling of Spatio-Temporal Hawkes Processes with Randomized Kernels.
CoRR
(2020)
Fatih Ilhan
,
Emre Mumcuoglu
Performance Analysis of Semi-Supervised Learning Methods under Different Missing Label Patterns.
SIU
(2020)
Fatih Ilhan
,
Suleyman Serdar Kozat
Modeling of Spatio-Temporal Hawkes Processes With Randomized Kernels.
IEEE Trans. Signal Process.
68 (2020)
Nuri Mert Vural
,
Burak Altas
,
Fatih Ilhan
,
Suleyman Serdar Kozat
Shortest Path Learning in Non-Stationary Enviroments via Online Convex Optimization.
SIU
(2020)