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ORCIDSelim F. Tekin
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2020 – today
- 2024
[j2]Selim Furkan Tekin, Arda Fazla
, Suleyman Serdar Kozat:
Numerical Weather Forecasting Using Convolutional-LSTM With Attention and Context Matcher Mechanisms. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024)- [c8]Fatih Ilhan, Gong Su, Selim Furkan Tekin, Tiansheng Huang, Sihao Hu, Ling Liu:
Resource- Efficient Transformer Pruning for Finetuning of Large Models. CVPR 2024: 16206-16215 - [c7]Selim F. Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu:
LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. EMNLP (Findings) 2024: 11951-11966 - [c6]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:
Adaptive Deep Neural Network Inference Optimization with EENet. WACV 2024: 1362-1371 - [i9]Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim F. Tekin, Gaowen Liu, Ramana Kompella, Ling Liu:
A Survey on Large Language Model-Based Game Agents. CoRR abs/2404.02039 (2024) - [i8]Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Margaret L. Loper, Ling Liu:
Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning. CoRR abs/2404.04434 (2024) - [i7]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning. CoRR abs/2405.18641 (2024) - [i6]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation. CoRR abs/2409.01586 (2024) - [i5]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey. CoRR abs/2409.18169 (2024) - [i4]Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu:
LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. CoRR abs/2410.03953 (2024) - 2023
- [j1]Selim Furkan Tekin, Suleyman Serdar Kozat:
Crime prediction with graph neural networks and multivariate normal distributions. Signal Image Video Process. 17(4): 1053-1059 (2023) - [c5]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 - [c4]Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. TPS-ISA 2023: 297-306 - [c3]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: 302-305 - [i3]Sihao Hu, Tiansheng Huang, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Large Language Model-Powered Smart Contract Vulnerability Detection: New Perspectives. CoRR abs/2310.01152 (2023) - 2021
- [i2]Selim Furkan Tekin, Oguzhan Karaahmetoglu, Fatih Ilhan, Ismail Balaban, Suleyman Serdar Kozat:
Spatio-temporal Weather Forecasting and Attention Mechanism on Convolutional LSTMs. CoRR abs/2102.00696 (2021) - [i1]Selim Furkan Tekin, Suleyman Serdar Kozat:
Crime Prediction with Graph Neural Networks and Multivariate Normal Distributions. CoRR abs/2111.14733 (2021) - 2020
- [c2]Fatih Ilhan, Selim F. Tekin, Bilgin Aksoy:
Spatio-Temporal Crime Prediction with Temporally Hierarchical Convolutional Neural Networks. SIU 2020: 1-4 - [c1]Selim F. Tekin, Bilgin Aksoy:
Multi-step Spatio-Temporal Temperature Forecasting. SIU 2020: 1-4
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