Lujia Shen

According to our database, Lujia Shen authored at least 7 papers between 2019 and 2024.

Collaborative distances:

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

2024

GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers.

Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention.

Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang

CoRR, 2023

TextDefense: Adversarial Text Detection based on Word Importance Entropy.

Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng

CoRR, 2023

2021

Backdoor Pre-trained Models Can Transfer to All.

Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks.

Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang

Proceedings of the CCS '21: 2021 ACM SIGSAC Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15, 2021

2020

Text-based price recommendation system for online rental houses.

Lujia Shen, Qianjun Liu, Gong Chen, Shouling Ji

Big Data Min. Anal., 2020

2019

Neural Network Model for Classifying the Economic Recession and Construction of Financial Stress Index.

Lujia Shen, Tianyu Du, Shouling Ji

Proceedings of the Data Science, 2019