Fatih Ilhan

According to our database, Fatih Ilhan authored at least 29 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Diversity-driven Privacy Protection Masks Against Unauthorized Face Recognition.

Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Fatih Ilhan, Wenqi Wei, Ling Liu

Proc. Priv. Enhancing Technol., 2024

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey.

Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu

CoRR, 2024

Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation.

Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu

CoRR, 2024

Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning.

Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu

CoRR, 2024

Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning.

Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu

CoRR, 2024

A Survey on Large Language Model-Based Game Agents.

Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim F. Tekin, Gaowen Liu, Ramana Kompella, Ling Liu

CoRR, 2024

Adaptive Deep Neural Network Inference Optimization with EENet.

Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim F. Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity.

Selim F. Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Resource- Efficient Transformer Pruning for Finetuning of Large Models.

Fatih Ilhan, Gong Su, Selim Furkan Tekin, Tiansheng Huang, Sihao Hu, Ling Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Comparison and evaluation of augmented reality technologies for designing interactive materials.

Mustafa Sat, Fatih Ilhan, Erman Yükseltürk

Educ. Inf. Technol., September, 2023

Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments.

Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., February, 2023

EENet: Learning to Early Exit for Adaptive Inference.

Fatih Ilhan, Ling Liu, Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu

CoRR, 2023

Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems.

Fatih Ilhan, Selim Furkan Tekin, Sihao Hu, Tiansheng Huang, Ka Ho Chow, Ling Liu

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives.

Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu

Proceedings of the 5th IEEE International Conference on Trust, 2023

Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training.

Tiansheng Huang, Sihao Hu, Ka Ho Chow, Fatih Ilhan, Selim F. Tekin, Ling Liu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Model Cloaking against Gradient Leakage.

Wenqi Wei, Ka-Ho Chow, Fatih Ilhan, Yanzhao Wu, Ling Liu

Proceedings of the IEEE International Conference on Data Mining, 2023

Scalable Federated Learning with System Heterogeneity.

Fatih Ilhan, Gong Su, Qingyang Wang, Ling Liu

Proceedings of the 43rd IEEE International Conference on Distributed Computing Systems, 2023

ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients.

Fatih Ilhan, Gong Su, Ling Liu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

STDLens: Model Hijacking-Resilient Federated Learning for Object Detection.

Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Achieving Online Regression Performance of LSTMs With Simple RNNs.

Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Salih Ergüt, Suleyman Serdar Kozat

IEEE Trans. Neural Networks Learn. Syst., 2022

2021

Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs.

Selim Furkan Tekin, Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat

CoRR, 2021

2020

Modeling of Spatio-Temporal Hawkes Processes With Randomized Kernels.

Fatih Ilhan, Suleyman Serdar Kozat

IEEE Trans. Signal Process., 2020

Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks.

Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat

CoRR, 2020

Achieving Online Regression Performance of LSTMs with Simple RNNs.

Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Suleyman Serdar Kozat

CoRR, 2020

Shortest Path Learning in Non-Stationary Enviroments via Online Convex Optimization.

Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Online Shortest Path Learning via Convex Optimization.

Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

LSTM-Based Online Learning with Extended Kalman Filter Based Training Algorithm.

Fatih Ilhan, Nuri Mert Vural, Suleyman Serdar Kozat

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Spatio-Temporal Crime Prediction with Temporally Hierarchical Convolutional Neural Networks.

Fatih Ilhan, Selim F. Tekin, Bilgin Aksoy

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020

Performance Analysis of Semi-Supervised Learning Methods under Different Missing Label Patterns.

Fatih Ilhan, Emre Mumcuoglu

Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020