Zeming Wei

According to our database, Zeming Wei authored at least 19 papers between 2020 and 2024.

Collaborative distances:

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

2024

Weighted automata extraction and explanation of recurrent neural networks for natural language tasks.

Zeming Wei, Xiyue Zhang, Yihao Zhang, Meng Sun

J. Log. Algebraic Methods Program., January, 2024

MILE: A Mutation Testing Framework of In-Context Learning Systems.

Zeming Wei, Yihao Zhang, Meng Sun

CoRR, 2024

Automata Extraction from Transformers.

Yihao Zhang, Zeming Wei, Meng Sun

CoRR, 2024

A Theoretical Understanding of Self-Correction through In-context Alignment.

Yifei Wang, Yuyang Wu, Zeming Wei, Stefanie Jegelka, Yisen Wang

CoRR, 2024

Boosting Jailbreak Attack with Momentum.

Yihao Zhang, Zeming Wei

CoRR, 2024

Exploring the Robustness of In-Context Learning with Noisy Labels.

Chen Cheng, Xinzhi Yu, Haodong Wen, Jingsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei

CoRR, 2024

Towards General Conceptual Model Editing via Adversarial Representation Engineering.

Yihao Zhang, Zeming Wei, Jun Sun, Meng Sun

CoRR, 2024

Studious Bob Fight Back Against Jailbreaking via Prompt Adversarial Tuning.

Yichuan Mo, Yuji Wang, Zeming Wei, Yisen Wang

CoRR, 2024

On the Duality Between Sharpness-Aware Minimization and Adversarial Training.

Yihao Zhang, Hangzhou He, Jingyu Zhu, Huanran Chen, Yifei Wang, Zeming Wei

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Jatmo: Prompt Injection Defense by Task-Specific Finetuning.

Julien Piet, Maha Alrashed, Chawin Sitawarin, Sizhe Chen, Zeming Wei, Elizabeth Sun, Basel Alomair, David A. Wagner

Proceedings of the Computer Security - ESORICS 2024, 2024

2023

Jailbreak and Guard Aligned Language Models with Only Few In-Context Demonstrations.

Zeming Wei, Yifei Wang, Yisen Wang

CoRR, 2023

On the Relation between Sharpness-Aware Minimization and Adversarial Robustness.

Zeming Wei, Jingyu Zhu, Yihao Zhang

CoRR, 2023

Using Z3 for Formal Modeling and Verification of FNN Global Robustness.

Yihao Zhang, Zeming Wei, Xiyue Zhang, Meng Sun

CoRR, 2023

Using Z3 for Formal Modeling and Verification of FNN Global Robustness (S).

Yihao Zhang, Zeming Wei, Xiyue Zhang, Meng Sun

Proceedings of the 35th International Conference on Software Engineering and Knowledge Engineering, 2023

Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning.

Xiaojun Guo, Yifei Wang, Zeming Wei, Yisen Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CFA: Class-Wise Calibrated Fair Adversarial Training.

Zeming Wei, Yifei Wang, Yiwen Guo, Yisen Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Soil Data Storage Framework based on Blockchain and Improved Merkle Mountain Range.

Chufeng Liang, Zhicheng Hong, Zeming Wei, Yongzhang Zhou, Hua Tang

Proceedings of the 2023 7th International Conference on Computer Science and Artificial Intelligence, 2023

2022

Extracting Weighted Finite Automata from Recurrent Neural Networks for Natural Languages.

Zeming Wei, Xiyue Zhang, Meng Sun

Proceedings of the Formal Methods and Software Engineering, 2022

2020

RegiNet: Gradient guided multispectral image registration using convolutional neural networks.

Zeming Wei, Cheolkon Jung, Chen Su

Neurocomputing, 2020