Yige Li

According to our database, Yige Li authored at least 32 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Adaptive Content Restriction for Large Language Models via Suffix Optimization.

Yige Li, Peihai Jiang, Jun Sun, Peng Shu, Tianming Liu, Zhen Xiang

CoRR, August, 2025

X-Transfer Attacks: Towards Super Transferable Adversarial Attacks on CLIP.

Hanxun Huang, Sarah M. Erfani, Yige Li, Xingjun Ma, James Bailey

CoRR, May, 2025

Propaganda via AI? A Study on Semantic Backdoors in Large Language Models.

Nay Myat Min, Long H. Pham, Yige Li, Jun Sun

CoRR, April, 2025

A Practical Memory Injection Attack against LLM Agents.

Shen Dong, Shaochen Xu, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang

CoRR, March, 2025

Zero-Shot Defense Against Toxic Images via Inherent Multimodal Alignment in LVLMs.

Wei Zhao, Zhe Li, Yige Li, Jun Sun

CoRR, March, 2025

Safety at Scale: A Comprehensive Survey of Large Model Safety.

Xingjun Ma, Yifeng Gao, Yixu Wang, Ruofan Wang, Xin Wang, Ye Sun, Yifan Ding, Hengyuan Xu, Yunhao Chen, Yunhan Zhao, Hanxun Huang, Yige Li, Jiaming Zhang, Xiang Zheng, Yang Bai, Zuxuan Wu, Xipeng Qiu, Jingfeng Zhang, Yiming Li, Jun Sun, Cong Wang, Jindong Gu, Baoyuan Wu, Siheng Chen, Tianwei Zhang, Yang Liu, Mingming Gong, Tongliang Liu, Shirui Pan, Cihang Xie, Tianyu Pang, Yinpeng Dong, Ruoxi Jia, Yang Zhang, Shiqing Ma, Xiangyu Zhang, Neil Gong, Chaowei Xiao, Sarah M. Erfani, Bo Li, Masashi Sugiyama, Dacheng Tao, James Bailey, Yu-Gang Jiang

CoRR, February, 2025

MF-CLIP: Leveraging CLIP as Surrogate Models for No-Box Adversarial Attacks.

Jiaming Zhang, Lingyu Qiu, Qi Yi, Yige Li, Jitao Sang, Changsheng Xu, Dit-Yan Yeung

IEEE Trans. Inf. Forensics Secur., 2025

Accurate and interpretable PM2.5 prediction based on GC-AE-RegLSTM.

Yige Li, Jun Yang, Dunwang Qin

J. Comput. Sci., 2025

Quantifying Administrative and Functional Border Effects on Commuting and Non-Commuting Flows: A Case Study of the Shanghai-Suzhou-Jiaxing Area.

Yige Li, Ying Jiang, Jin Duan

ISPRS Int. J. Geo Inf., 2025

BlueSuffix: Reinforced Blue Teaming for Vision-Language Models Against Jailbreak Attacks.

Yunhan Zhao, Xiang Zheng, Lin Luo, Yige Li, Xingjun Ma, Yu-Gang Jiang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Detecting Backdoor Samples in Contrastive Language Image Pretraining.

Hanxun Huang, Sarah Monazam Erfani, Yige Li, Xingjun Ma, James Bailey

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Anyattack: Towards Large-scale Self-supervised Adversarial Attacks on Vision-language Models.

Jiaming Zhang, Junhong Ye, Xingjun Ma, Yige Li, Yunfan Yang, Yunhao Chen, Jitao Sang, Dit-Yan Yeung

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Backdoor Token Unlearning: Exposing and Defending Backdoors in Pretrained Language Models.

Peihai Jiang, Xixiang Lyu, Yige Li, Jing Ma

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Analysis and Research on Intelligent Logistics Data under Internet of Things and Blockchain.

Yige Li

Appl. Artif. Intell., December, 2024

CROW: Eliminating Backdoors from Large Language Models via Internal Consistency Regularization.

Nay Myat Min, Long H. Pham, Yige Li, Jun Sun

CoRR, 2024

Expose Before You Defend: Unifying and Enhancing Backdoor Defenses via Exposed Models.

Yige Li, Hanxun Huang, Jiaming Zhang, Xingjun Ma, Yu-Gang Jiang

CoRR, 2024

AnyAttack: Towards Large-scale Self-supervised Generation of Targeted Adversarial Examples for Vision-Language Models.

Jiaming Zhang, Junhong Ye, Xingjun Ma, Yige Li, Yunfan Yang, Jitao Sang, Dit-Yan Yeung

CoRR, 2024

Adversarial Suffixes May Be Features Too!

Wei Zhao, Zhe Li, Yige Li, Jun Sun

CoRR, 2024

Do Influence Functions Work on Large Language Models?

Zhe Li, Wei Zhao, Yige Li, Jun Sun

CoRR, 2024

BackdoorLLM: A Comprehensive Benchmark for Backdoor Attacks on Large Language Models.

Yige Li, Hanxun Huang, Yunhan Zhao, Xingjun Ma, Jun Sun

CoRR, 2024

Multi-Trigger Backdoor Attacks: More Triggers, More Threats.

Yige Li, Xingjun Ma, Jiabo He, Hanxun Huang, Yu-Gang Jiang

CoRR, 2024

End-to-End Anti-Backdoor Learning on Images and Time Series.

Yujing Jiang, Xingjun Ma, Sarah Monazam Erfani, Yige Li, James Bailey

CoRR, 2024

Defending Large Language Models Against Jailbreak Attacks via Layer-specific Editing.

Wei Zhao, Zhe Li, Yige Li, Ye Zhang, Jun Sun

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

2023

Feature Pyramid Networks and Long Short-Term Memory for EEG Feature Map-Based Emotion Recognition.

Xiaodan Zhang, Yige Li, Jinxiang Du, Rui Zhao, Kemeng Xu, Lu Zhang, Yichong She

Sensors, February, 2023

Lightweight Video Frame Interpolation Based on Bidirectional Attention Module.

Yige Li, Han Yang

Proceedings of the IEEE Symposium on Computers and Communications, 2023

Reconstructive Neuron Pruning for Backdoor Defense.

Yige Li, Xixiang Lyu, Xingjun Ma, Nodens Koren, Lingjuan Lyu, Bo Li, Yu-Gang Jiang

Proceedings of the International Conference on Machine Learning, 2023

2022

Tectonic Significances of the Geomorphic Evolution in the Southern Alashan Block to the Outward Expansion of the Northeastern Tibetan Plateau.

Tingting Ji, Wenjun Zheng, Jingjun Yang, Dongli Zhang, Shumin Liang, Yige Li, Ting Liu, Haoyu Zhou, Changhuan Feng

Remote. Sens., December, 2022

A Fully Distributed Robust Secure Consensus Protocol for Linear Multi-Agent Systems.

Jingyao Wang, Yige Li, Zhisheng Duan, Jianping Zeng

IEEE Trans. Circuits Syst. II Express Briefs, 2022

Deep learning-based automated segmentation of eight brain anatomical regions using head CT images in PET/CT.

Tong Wang, Haiqun Xing, Yige Li, Sicong Wang, Ling Liu, Fang Li, Hongli Jing

BMC Medical Imaging, 2022

2021

Anti-Backdoor Learning: Training Clean Models on Poisoned Data.

Yige Li, Xixiang Lyu, Nodens Koren, Lingjuan Lyu, Bo Li, Xingjun Ma

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks.

Yige Li, Xixiang Lyu, Nodens Koren, Lingjuan Lyu, Bo Li, Xingjun Ma

Proceedings of the 9th International Conference on Learning Representations, 2021

2006

Combining Couvreur's Algorithm with Bitstate-Hashing for Emptiness Check.

Yige Li, Kanglin Xie, Tao Hao

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006