Zhengxiao Liu

According to our database, Zhengxiao Liu authored at least 5 papers between 2020 and 2023.

Collaborative distances:

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

2023

Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models.

Zhengxiao Liu, Bowen Shen, Zheng Lin, Fali Wang, Weiping Wang

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

A Gradient Control Method for Backdoor Attacks on Parameter-Efficient Tuning.

Naibin Gu, Peng Fu, Xiyu Liu, Zhengxiao Liu, Zheng Lin, Weiping Wang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models.

Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

MACROBERT: Maximizing Certified Region of BERT to Adversarial Word Substitutions.

Fali Wang, Zheng Lin, Zhengxiao Liu, Mingyu Zheng, Lei Wang, Daren Zha

Proceedings of the Database Systems for Advanced Applications, 2021

2020

DE-CO: A Two-Step Spelling Correction Model for Combating Adversarial Typos.

Zhengxiao Liu, Fali Wang, Zheng Lin, Lei Wang, Zhiyi Yin

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020