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2020 – today
- 2024
[c5]Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji:
GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers. AAAI 2024: 21797-21805- [c4]Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang:
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. NDSS 2024 - 2023
- [i3]Lujia Shen, Xuhong Zhang, Shouling Ji, Yuwen Pu, Chunpeng Ge, Xing Yang, Yanghe Feng:
TextDefense: Adversarial Text Detection based on Word Importance Entropy. CoRR abs/2302.05892 (2023) - [i2]Lujia Shen, Yuwen Pu, Shouling Ji, Changjiang Li, Xuhong Zhang, Chunpeng Ge, Ting Wang:
Improving the Robustness of Transformer-based Large Language Models with Dynamic Attention. CoRR abs/2311.17400 (2023) - 2021
- [c3]Tianyu Du, Shouling Ji, Lujia Shen, Yao Zhang, Jinfeng Li, Jie Shi, Chengfang Fang, Jianwei Yin, Raheem Beyah, Ting Wang:
Cert-RNN: Towards Certifying the Robustness of Recurrent Neural Networks. CCS 2021: 516-534 - [c2]Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang:
Backdoor Pre-trained Models Can Transfer to All. CCS 2021: 3141-3158 - [i1]Lujia Shen, Shouling Ji, Xuhong Zhang, Jinfeng Li, Jing Chen, Jie Shi, Chengfang Fang, Jianwei Yin, Ting Wang:
Backdoor Pre-trained Models Can Transfer to All. CoRR abs/2111.00197 (2021) - 2020
- [j1]Lujia Shen, Qianjun Liu, Gong Chen, Shouling Ji:
Text-based price recommendation system for online rental houses. Big Data Min. Anal. 3(2): 143-152 (2020)
2010 – 2019
- 2019
- [c1]Lujia Shen, Tianyu Du, Shouling Ji:
Neural Network Model for Classifying the Economic Recession and Construction of Financial Stress Index. ICPCSEE (2) 2019: 564-578
Coauthor Index
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