Jun Ai

Joined

January 2025

Names

Jun Ai (Preferred)

Ai Jun

Emails

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

Personal Links

Homepage

DBLP

Career & Education History

Full Professor

School of Reliability and Systems, Beihang University (rse.buaa.edu.cn)

2006 – 2025

Advisors, Relations & Conflicts

PhD Advisee

Minyan Lu

2000 – 2026

Expertise

AI System Reliability and Safety

2021 – 2025

Software Reliability and Safety

2006 – 2025

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
An explainable recommendation algorithm based on content summarization and linear attention
Jun Ai, Haolin Li, Zhan Su, Fengyu Zhao
- Neurocomputing 2025
- Readers: Everyone
Efficient robust model predictive control for uncertain norm-bounded Markov jump systems with persistent disturbances via matrix partition
Yuchang Feng, Xue Li, Donglin Shi, Jun Ai
- J. Frankl. Inst. 2025
- Readers: Everyone
An empirical analysis of feature fusion task heads of ViT pre-trained models on OOD classification tasks
Mingxing Zhang, Jun Ai, Tao Shi
- J. Syst. Softw. 2025
- Readers: Everyone
An Empirical Study on the Effect of Training Data Perturbations on Neural Network Robustness
Jie Wang, Zili Wu, Minyan Lu, Jun Ai
- Sensors 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
Semantic-Weighted Word Error Rate Based on BERT for Evaluating Automatic Speech Recognition Models
Yutao Zhang, Jun Ai
- DSA 2024
- Readers: Everyone
Enhancing Neuron Coverage of DNN Models for Adversarial Testing
Zimu Tang, Jun Ai, Jie Wang
- ISSRE (Workshops) 2024
- Readers: Everyone
Automated Structural Test Case Generation for Human-Computer Interaction Software Based on Large Language Model
Long Kang, Jun Ai, Minyan Lu
- DSA 2024
- Readers: Everyone
GRAND: GAN-based software runtime anomaly detection method using trace information
Shiyi Kong, Jun Ai, Minyan Lu, Yiang Gong
- Neural Networks 2024
- Readers: Everyone

View all 71 publications

Co-Authors

View all 107 co-authors