Ilhan, Fatih
- A Survey on Large Language Model-Based Game Agents
2024/04/02 by Sihao Hu, Tiansheng Huang, Hu, Sihao +13 · 26 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques
- Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack
2024/05/28 by Tiansheng Huang, Huang, Tiansheng, Sihao Hu +7 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey
2024/09/26 by Huang, Tiansheng, Hu, Sihao, Ilhan, Fatih +2 · 20 citations
#Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable
2025/03/01 by Tiansheng Huang, Huang, Tiansheng, Sihao Hu +11 · 28 citations
Economics, Econometrics and Finance · Engineering · #Law, Economics, and Judicial Systems #Health Systems, Economic Evaluations, Quality of Life #Traffic and Road Safety
- Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation
2024/09/03 by Huang, Tiansheng, Hu, Sihao, Ilhan, Fatih +2 · 18 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity
2024/10/04 by Selim Furkan Tekin, Fatih İlhan, Tekin, Selim Furkan +7 · 11 citations
Computer Science · Engineering · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Vehicle License Plate Recognition
- Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation
2025/01/29 by Tiansheng Huang, Huang, Tiansheng, Sihao Hu +7 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG)
- Markovian RNN: An Adaptive Time Series Prediction Network with HMM-based Switching for Nonstationary Environments
2020/06/17 by Ilhan, Fatih, Karaahmetoglu, Oguzhan, Balaban, Ismail +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs
2024/11/26 by Tekin, Selim Furkan, Ilhan, Fatih, Huang, Tiansheng +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adaptive Deep Neural Network Inference Optimization with EENet
2023/01/15 by Fatih İlhan, Ilhan, Fatih, Ka-Ho Chow +18 · 1 citation
Computer Science · #Advanced Neural Network Applications #Age of Information Optimization #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques
- Dynamic Optimizations of LLM Ensembles with Two-Stage Reinforcement Learning Agents
2025/02/06 by Selim Furkan Tekin, Tekin, Selim Furkan, Fatih İlhan +5 · 1 citation
Business, Management and Accounting · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Supply Chain and Inventory Management