Zongru Wu

According to our database, Zongru Wu authored at least 17 papers between 2023 and 2025.

Collaborative distances:

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

2025

Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review.

Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Wei Lu, Gongshen Liu

IEEE Trans. Neural Networks Learn. Syst., August, 2025

Transferable and Robust Dynamic Adversarial Attack Against Object Detection Models.

Xinxin Wang, Jing Chen, Zijun Zhang, Kun He, Zongru Wu, Ruiying Du, Qiao Li, Gongshen Liu

IEEE Internet Things J., June, 2025

On the Adaptive Psychological Persuasion of Large Language Models.

Tianjie Ju, Yujia Chen, Hao Fei, Mong-Li Lee, Wynne Hsu, Pengzhou Cheng, Zongru Wu, Zhuosheng Zhang, Gongshen Liu

CoRR, June, 2025

Hidden Ghost Hand: Unveiling Backdoor Vulnerabilities in MLLM-Powered Mobile GUI Agents.

Pengzhou Cheng, Haowen Hu, Zheng Wu, Zongru Wu, Tianjie Ju, Zhuosheng Zhang, Gongshen Liu

CoRR, May, 2025

GEM: Gaussian Embedding Modeling for Out-of-Distribution Detection in GUI Agents.

Zheng Wu, Pengzhou Cheng, Zongru Wu, Lingzhong Dong, Zhuosheng Zhang

CoRR, May, 2025

OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents.

Pengzhou Cheng, Zheng Wu, Zongru Wu, Aston Zhang, Zhuosheng Zhang, Gongshen Liu

CoRR, March, 2025

Smoothing Grounding and Reasoning for MLLM-Powered GUI Agents with Query-Oriented Pivot Tasks.

Zongru Wu, Pengzhou Cheng, Zheng Wu, Tianjie Ju, Zhuosheng Zhang, Gongshen Liu

CoRR, March, 2025

Investigating the Adaptive Robustness with Knowledge Conflicts in LLM-based Multi-Agent Systems.

Tianjie Ju, Bowen Wang, Hao Fei, Mong-Li Lee, Wynne Hsu, Yun Li, Qianren Wang, Pengzhou Cheng, Zongru Wu, Zhuosheng Zhang, Gongshen Liu

CoRR, February, 2025

SynGhost: Invisible and Universal Task-agnostic Backdoor Attack via Syntactic Transfer.

Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Zhuosheng Zhang, Gongshen Liu

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining.

Zongru Wu, Pengzhou Cheng, Lingyong Fang, Zhuosheng Zhang, Gongshen Liu

Proceedings of the 31st International Conference on Computational Linguistics, 2025

OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents.

Pengzhou Cheng, Zheng Wu, Zongru Wu, Tianjie Ju, Aston Zhang, Zhuosheng Zhang, Gongshen Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Transferring Backdoors between Large Language Models by Knowledge Distillation.

Pengzhou Cheng, Zongru Wu, Tianjie Ju, Wei Du, Zhuosheng Zhang, Gongshen Liu

CoRR, 2024

TrojanRAG: Retrieval-Augmented Generation Can Be Backdoor Driver in Large Language Models.

Pengzhou Cheng, Yidong Ding, Tianjie Ju, Zongru Wu, Wei Du, Ping Yi, Zhuosheng Zhang, Gongshen Liu

CoRR, 2024

MKF-ADS: Multi-Knowledge Fusion Based Self-supervised Anomaly Detection System for Control Area Network.

Pengzhou Cheng, Zongru Wu, Gongshen Liu

CoRR, 2024

Syntactic Ghost: An Imperceptible General-purpose Backdoor Attacks on Pre-trained Language Models.

Pengzhou Cheng, Wei Du, Zongru Wu, Fengwei Zhang, Libo Chen, Gongshen Liu

CoRR, 2024

Acquiring Clean Language Models from Backdoor Poisoned Datasets by Downscaling Frequency Space.

Zongru Wu, Zhuosheng Zhang, Pengzhou Cheng, Gongshen Liu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Backdoor Attacks and Countermeasures in Natural Language Processing Models: A Comprehensive Security Review.

Pengzhou Cheng, Zongru Wu, Wei Du, Haodong Zhao, Gongshen Liu

CoRR, 2023