Junda Zhu

MS student, Beihang University

Joined

March 2024

Names

Junda Zhu (Preferred)

Emails

****@outlook.com (Confirmed)

,

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

,

****@baidu.com (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

MS student

Beihang University (buaa.edu.cn)

2023 – 2026

Undergrad student

Beihang University (buaa.edu.cn)

2019 – 2023

Advisors, Relations & Conflicts

No relations added

Expertise

Large Language Model

2023 – Present

Publications

RidgeLoRA: Matrix Ridge Enhanced Low-Rank Adaptation of Large Language Models
Junda Zhu, Jun Ai, Yujun Li, Yichun Yin, Yasheng Wang, Lifeng Shang, Qun Liu
- NeurIPS 2025 spotlight
- Readers: Everyone
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
Junda Zhu, Lingyong Yan, Shuaiqiang Wang, Dawei Yin, Lei Sha
- CoRR 2025
- Readers: Everyone
Diffusion Attacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
Hao Wang, Hao Li, Junda Zhu, Xinyuan Wang, Chengwei Pan, Minlie Huang, Lei Sha
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
Hao Wang, Hao Li, Junda Zhu, Xinyuan Wang, Chengwei Pan, Minlie Huang, Lei Sha
- CoRR 2024
- Readers: Everyone
A Survey of Neural Network Robustness Assessment in Image Recognition
Jie Wang, Jun Ai, Minyan Lu, Haoran Su, Dan Yu, Yutao Zhang, Junda Zhu, Jingyu Liu
- CoRR 2024
- Readers: Everyone
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator
Junda Zhu, Lingyong Yan, Haibo Shi, Dawei Yin, Lei Sha
- EMNLP 2024
- Readers: Everyone
An Intelligent Labeling and Dataset Generating Method for Desktop Application Element Object Detection
Junda Zhu, Jun Ai, Tao Shi, Congran Zhang, Xinyue Wu
- DSA 2023
- Readers: Everyone

Co-Authors