Fatih Ilhan - RankMe

49 papers A* 7A 2Journal 30Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-Agent Perception-Action Alliance for Efficient Long Video Reasoning. CoRR Yichang Xu, Gaowen Liu, Ramana Rao Kompella, Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Ling Liu
2026	J	`jnl`	Attention-aware Inference Optimizations for Large Vision-Language Models with Memory-efficient Decoding. CoRR Fatih Ilhan, Gaowen Liu, Ramana Rao Kompella, Selim Furkan Tekin, Tiansheng Huang, Zachary Yahn, Yichang Xu, Ling Liu
2026	—	`conf`	H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs. EACL (Volume 1: Long Papers) Selim Furkan Tekin, Fatih Ilhan, Sihao Hu, Tiansheng Huang, Yichang Xu, Zachary Yahn, Ling Liu
2026	J	`jnl`	Matching Accounts on Blockchain via Pseudo Fine-tuning of Language Models. ACM Trans. Intell. Syst. Technol. Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Greg Eisenhauer, Margaret L. Loper, Ling Liu
2025	J	`jnl`	Adversarial Attention Perturbations for Large Object Detection Transformers. CoRR Zachary Yahn, Selim Furkan Tekin, Fatih Ilhan, Sihao Hu, Tiansheng Huang, Yichang Xu, Margaret Loper, Ling Liu
2025	A*	`conf`	Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation. ICLR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2025	—	`conf`	FedHFT: Efficient Federated Fine-tuning with Heterogeneous Edge Clients. CogMI Fatih Ilhan, Selim Furkan Tekin, Tiansheng Huang, Gaowen Liu, Ramana Kompella, Greg Eisenhauer, Yingyan Celine Lin, Calton Pu, Ling Liu
2025	J	`jnl`	FedHFT: Efficient Federated Finetuning with Heterogeneous Edge Clients. CoRR Fatih Ilhan, Selim Furkan Tekin, Tiansheng Huang, Gaowen Liu, Ramana Kompella, Greg Eisenhauer, Yingyan Celine Lin, Calton Pu, Ling Liu
2025	J	`jnl`	Language-Vision Planner and Executor for Text-to-Visual Reasoning. CoRR Yichang Xu, Gaowen Liu, Ramana Rao Kompella, Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Ling Liu
2025	J	`jnl`	Multi-Agent Reinforcement Learning with Focal Diversity Optimization. CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Zachary Yahn, Ling Liu
2025	J	`jnl`	Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning. ACM Trans. Intell. Syst. Technol. Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Margaret Loper, Ling Liu
2025	J	`jnl`	Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Yichang Xu, Ling Liu
2025	J	`jnl`	Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	J	`jnl`	A Survey on Large Language Model-Based Game Agents. CoRR Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim F. Tekin, Gaowen Liu, Ramana Kompella, Ling Liu
2024	A	`conf`	Adaptive Deep Neural Network Inference Optimization with EENet. WACV 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
2024	J	`jnl`	Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	J	`jnl`	Diversity-driven Privacy Protection Masks Against Unauthorized Face Recognition. Proc. Priv. Enhancing Technol. Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Fatih Ilhan, Wenqi Wei, Ling Liu
2024	J	`jnl`	H CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Zachary Yahn, Ling Liu
2024	J	`jnl`	Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	—	`conf`	LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. EMNLP (Findings) Selim F. Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu
2024	J	`jnl`	LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu
2024	J	`jnl`	Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning. CoRR Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2024	A*	`conf`	Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack. NeurIPS Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim F. Tekin, Ling Liu
2024	A*	`conf`	Resource- Efficient Transformer Pruning for Finetuning of Large Models. CVPR Fatih Ilhan, Gong Su, Selim Furkan Tekin, Tiansheng Huang, Sihao Hu, Ling Liu
2024	J	`jnl`	Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning. CoRR Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu
2023	J	`jnl`	Comparison and evaluation of augmented reality technologies for designing interactive materials. Educ. Inf. Technol. Mustafa Sat, Fatih Ilhan, Erman Yükseltürk
2023	J	`jnl`	EENet: Learning to Early Exit for Adaptive Inference. CoRR Fatih Ilhan, Ling Liu, Ka Ho Chow, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu
2023	—	`conf`	Hierarchical Deep Neural Network Inference for Device-Edge-Cloud Systems. WWW (Companion Volume) Fatih Ilhan, Selim Furkan Tekin, Sihao Hu, Tiansheng Huang, Ka Ho Chow, Ling Liu
2023	—	`conf`	Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. TPS-ISA Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2023	J	`jnl`	Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. CoRR Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu
2023	A*	`conf`	Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training. NeurIPS Tiansheng Huang, Sihao Hu, Ka Ho Chow, Fatih Ilhan, Selim F. Tekin, Ling Liu
2023	J	`jnl`	Markovian RNN: An Adaptive Time Series Prediction Network With HMM-Based Switching for Nonstationary Environments. IEEE Trans. Neural Networks Learn. Syst. Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat
2023	A*	`conf`	Model Cloaking against Gradient Leakage. ICDM Wenqi Wei, Ka-Ho Chow, Fatih Ilhan, Yanzhao Wu, Ling Liu
2023	A*	`conf`	STDLens: Model Hijacking-Resilient Federated Learning for Object Detection. CVPR Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
2023	J	`jnl`	STDLens: Model Hijacking-Resilient Federated Learning for Object Detection. CoRR Ka Ho Chow, Ling Liu, Wenqi Wei, Fatih Ilhan, Yanzhao Wu
2023	A	`conf`	Scalable Federated Learning with System Heterogeneity. ICDCS Fatih Ilhan, Gong Su, Qingyang Wang, Ling Liu
2023	A*	`conf`	ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients. CVPR Fatih Ilhan, Gong Su, Ling Liu
2022	J	`jnl`	Achieving Online Regression Performance of LSTMs With Simple RNNs. IEEE Trans. Neural Networks Learn. Syst. Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Salih Ergüt, Suleyman Serdar Kozat
2021	J	`jnl`	Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs. CoRR Selim Furkan Tekin, Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat
2020	J	`jnl`	Achieving Online Regression Performance of LSTMs with Simple RNNs. CoRR Nuri Mert Vural, Fatih Ilhan, Selim Firat Yilmaz, Suleyman Serdar Kozat
2020	—	`conf`	LSTM-Based Online Learning with Extended Kalman Filter Based Training Algorithm. SIU Fatih Ilhan, Nuri Mert Vural, Suleyman Serdar Kozat
2020	J	`jnl`	Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments. CoRR Fatih Ilhan, Oguzhan Karaahmetoglu, Ismail Balaban, Suleyman Serdar Kozat
2020	J	`jnl`	Modeling of Spatio-Temporal Hawkes Processes With Randomized Kernels. IEEE Trans. Signal Process. Fatih Ilhan, Suleyman Serdar Kozat
2020	J	`jnl`	Modeling of Spatio-Temporal Hawkes Processes with Randomized Kernels. CoRR Fatih Ilhan, Suleyman Serdar Kozat
2020	—	`conf`	Online Shortest Path Learning via Convex Optimization. SIU Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat
2020	—	`conf`	Performance Analysis of Semi-Supervised Learning Methods under Different Missing Label Patterns. SIU Fatih Ilhan, Emre Mumcuoglu
2020	—	`conf`	Shortest Path Learning in Non-Stationary Enviroments via Online Convex Optimization. SIU Nuri Mert Vural, Burak Altas, Fatih Ilhan, Suleyman Serdar Kozat
2020	—	`conf`	Spatio-Temporal Crime Prediction with Temporally Hierarchical Convolutional Neural Networks. SIU Fatih Ilhan, Selim F. Tekin, Bilgin Aksoy
2020	J	`jnl`	Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks. CoRR Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat