Huang, Tiansheng

13 publications

ICCV 2025 Adversarial Attention Perturbations for Large Object Detection Transformers Zachary Yahn, Selim Furkan Tekin, Fatih Ilhan, Sihao Hu, Tiansheng Huang, Yichang Xu, Margaret Loper, Ling Liu

ICML 2025 Antidote: Post-Fine-Tuning Safety Alignment for Large Language Models Against Harmful Fine-Tuning Attack Tiansheng Huang, Gautam Bhattacharya, Pratik Joshi, Joshua Kimball, Ling Liu

ICLR 2025 Booster: Tackling Harmful Fine-Tuning for Large Language Models via Attenuating Harmful Perturbation Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu

NeurIPS 2025 Panacea: Mitigating Harmful Fine-Tuning for Large Language Models via Post-Fine-Tuning Perturbation Yibo Wang, Tiansheng Huang, Li Shen, Huanjin Yao, Haotian Luo, Rui Liu, Naiqiang Tan, Jiaxing Huang, Dacheng Tao

ICLR 2025 Probe Before You Talk: Towards Black-Box Defense Against Backdoor Unalignment for Large Language Models Biao Yi, Tiansheng Huang, Sishuo Chen, Tong Li, Zheli Liu, Zhixuan Chu, Yiming Li

WACV 2024 Adaptive Deep Neural Network Inference Optimization with EENet Fatih Ilhan, Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Selim Tekin, Wenqi Wei, Yanzhao Wu, Myungjin Lee, Ramana Kompella, Hugo Latapie, Gaowen Liu, Ling Liu

NeurIPS 2024 Lisa: Lazy Safety Alignment for Large Language Models Against Harmful Fine-Tuning Attack Tiansheng Huang, Sihao Hu, Fatih Ilhan, Selim Furkan Tekin, Ling Liu

ECCV 2024 Personalized Privacy Protection Mask Against Unauthorized Facial Recognition Ka-Ho Chow, Sihao Hu, Tiansheng Huang, Ling Liu

CVPR 2024 Resource-Efficient Transformer Pruning for Finetuning of Large Models Fatih Ilhan, Gong Su, Selim Furkan Tekin, Tiansheng Huang, Sihao Hu, Ling Liu

NeurIPS 2024 Vaccine: Perturbation-Aware Alignment for Large Language Models Against Harmful Fine-Tuning Attack Tiansheng Huang, Sihao Hu, Ling Liu

ICLR 2023 FedSpeed: Larger Local Interval, Less Communication Round, and Higher Generalization Accuracy Yan Sun, Li Shen, Tiansheng Huang, Liang Ding, Dacheng Tao

TMLR 2023 Fusion of Global and Local Knowledge for Personalized Federated Learning Tiansheng Huang, Li Shen, Yan Sun, Weiwei Lin, Dacheng Tao

NeurIPS 2023 Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training Tiansheng Huang, Sihao Hu, Ka-Ho Chow, Fatih Ilhan, Selim Tekin, Ling Liu