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ORCIDLing Liu 0001
- > Home > Persons > Ling Liu 0001
Publications
- 2025
[c377]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation. ICLR 2025- [i72]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu:
Virus: Harmful Fine-tuning Attack for Large Language Models Bypassing Guardrail Moderation. CoRR abs/2501.17433 (2025) - [i71]Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Zachary Yahn, Ling Liu:
Multi-Agent Reinforcement Learning with Focal Diversity Optimization. CoRR abs/2502.04492 (2025) - [i70]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Zachary Yahn, Yichang Xu, Ling Liu:
Safety Tax: Safety Alignment Makes Your Large Reasoning Models Less Reasonable. CoRR abs/2503.00555 (2025) - 2024
- [c375]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 - [c372]Selim F. Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu:
LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. EMNLP (Findings) 2024: 11951-11966 - [c366]Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim F. Tekin, Ling Liu:
Lisa: Lazy Safety Alignment for Large Language Models against Harmful Fine-tuning Attack. NeurIPS 2024 - [c365]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 - [i66]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) - [i65]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) - [i64]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) - [i60]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) - [i58]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) - [i57]Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Ling Liu:
LLM-TOPLA: Efficient LLM Ensemble by Maximising Diversity. CoRR abs/2410.03953 (2024) - [i56]Selim Furkan Tekin, Fatih Ilhan, Tiansheng Huang, Sihao Hu, Zachary Yahn, Ling Liu:
H3Fusion: Helpful, Harmless, Honest Fusion of Aligned LLMs. CoRR abs/2411.17792 (2024) - 2023
- [c354]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 - [c352]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 - [c350]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 - [i47]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)
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