Xiaohu Du

Researcher, Ant Group

Joined

January 2024

Names

Xiaohu Du (Preferred)

Emails

****@hust.edu.cn (Confirmed)

****@huawei.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Career & Education History

Researcher

Ant Group (ant.group)

2026 – Present

Advisors, Relations & Conflicts

PhD Advisor

Ming Wen

2021 – 2025

Expertise

Vulnerability detection

2021 – 2025

Large language model

2021 – 2025

Adversarial attack

2018 – 2025

Publications

SEAttack: A self-evolving jailbreak attack to induce toxic responses for non-toxic queries in large language models
Huijun Liu, Shasha Li, Bin Ji, Xiaohu Du, Xiaopeng Li, Jun Ma, Jie Yu
- Inf. Process. Manag. 2026
- Readers: Everyone
Refusal-Aware Red Teaming: Exposing Inconsistency in Safety Evaluations
Yongkang Chen, Xiaohu Du, Xiaotian Zou, Chongyang Zhao, Huan Deng, Hu Li, Xiaohui Kuang
- EMNLP 2025
- Readers: Everyone
Multi-Turn Jailbreaking Large Language Models via Attention Shifting
Xiaohu Du, Fan Mo, Ming Wen, Tu Gu, Huadi Zheng, Hai Jin, Jie Shi
- AAAI 2025
- Readers: Everyone
Statement-Level Adversarial Attack on Vulnerability Detection Models via Out-of-Distribution Features
Xiaohu Du, Ming Wen, Haoyu Wang, Zichao Wei, Hai Jin
- Proc. ACM Softw. Eng. 2025
- Readers: Everyone
Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning
Xiaohu Du, Ming Wen, Jiahao Zhu, Zifan Xie, Bin Ji, Huijun Liu, Xuanhua Shi, Hai Jin
- ACL (Findings) 2024
- Readers: Everyone
An Extensive Study on Adversarial Attack against Pre-trained Models of Code
Xiaohu Du, Ming Wen, Zichao Wei, Shangwen Wang, Hai Jin
- Published: 01 Jan 2023, Last Modified: 11 Jan 2024
- ESEC/SIGSOFT FSE 2023
- Readers: Everyone
Understanding the Bug Characteristics and Fix Strategies of Federated Learning Systems
Xiaohu Du, Xiao Chen, Jialun Cao, Ming Wen, Shing-Chi Cheung, Hai Jin
- Published: 01 Jan 2023, Last Modified: 11 Jan 2024
- ESEC/SIGSOFT FSE 2023
- Readers: Everyone
Combating Word-level Adversarial Text with Robust Adversarial Training
Xiaohu Du, Jie Yu, Shasha Li, Zibo Yi, Hai Liu, Jun Ma
- Published: 01 Jan 2021, Last Modified: 11 Jan 2024
- IJCNN 2021
- Readers: Everyone
Generating More Effective and Imperceptible Adversarial Text Examples for Sentiment Classification
Xiaohu Du, Zibo Yi, Shasha Li, Jun Ma, Jie Yu, Yusong Tan, Qinbo Wu
- ICAIS (1) 2020
- Readers: Everyone

Co-Authors

View all 31 co-authors