Xiaoning Du

Senior Lecturer, Monash University

Joined

October 2023

Names

Xiaoning Du (Preferred)

Emails

****@monash.edu (Confirmed)

Personal Links

Career & Education History

Senior Lecturer

Monash University (monash.edu)

2025 – Present

Lecturer

Monash University (monash.edu)

2021 – 2025

Postdoc

Nanyang Technological University (ntu.edu.sg)

2020 – 2021

Advisors, Relations & Conflicts

Postdoc Advisor

Yi Li

2020 – 2021

PhD Advisor

Yang Liu

2015 – 2020

Expertise

code language models

Present

2018 – Present

software security

2015 – Present

Publications

HackWorld: Evaluating Computer-Use Agents on Exploiting Web Application Vulnerabilities
Xiaoxue Ren, Penghao Jiang, Kaixin Li, Zhiyong Huang, Xiaoning Du, Jiaojiao Jiang, Zhenchang Xing, Jiamou Sun, Terry Yue Zhuo
- ICLR 2026 Poster
- Readers: Everyone
BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution
Terry Yue Zhuo, Xiaolong Jin, Hange Liu, Juyong Jiang, Tianyang Liu, Chen GONG, Bhupesh Bishnoi, Vaisakhi Mishra, Marek Suppa, Noah Ziems, Saiteja Utpala, Ming Xu, Guangyu Song, Kaixin Li, Yuhan Cao, Bo Liu, Zheng Liu, Sabina Abdurakhmanova, Wenhao Yu, Mengzhao Jia et al. (20 additional authors not shown)
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo, Vu Minh Chien, Jenny Chim, Han Hu, Wenhao Yu, Ratnadira Widyasari, Imam Nur Bani Yusuf, Haolan Zhan, Junda He, Indraneil Paul, Simon Brunner, Chen GONG, James Hoang, Armel Randy Zebaze, Xiaoheng Hong, Wen-Ding Li, Jean Kaddour, Ming Xu, Zhihan Zhang, Prateek Yadav et al. (13 additional authors not shown)
- ICLR 2025 Oral
- Readers: Everyone
Data Augmentation Approaches for Source Code Models: A Survey
Terry Yue Zhuo, Zhou Yang, Zhensu Sun, Yufei Wang, Li Li, Xiaoning Du, Zhenchang Xing, David Lo
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone
Pop Quiz! Do Pre-trained Code Models Possess Knowledge of Correct API Names?
Terry Yue Zhuo, Xiaoning Du, Zhenchang Xing, Jiamou Sun, Haowei Quan, Li Li, Liming Zhu
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone
Don't Complete It! Preventing Unhelpful Code Completion for Productive and Sustainable Neural Code Completion Systems
Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Mingze Ni, Li Li
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- ICSE Companion 2023
- Readers: Everyone
FuzzJIT: Oracle-Enhanced Fuzzing for JavaScript Engine JIT Compiler
Junjie Wang, Zhiyi Zhang, Shuang Liu, Xiaoning Du, Junjie Chen
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- USENIX Security Symposium 2023
- Readers: Everyone
CodeMark: Imperceptible Watermarking for Code Datasets against Neural Code Completion Models
Zhensu Sun, Xiaoning Du, Fu Song, Li Li
- Published: 01 Jan 2023, Last Modified: 02 Oct 2023
- CoRR 2023
- Readers: Everyone
On the Importance of Building High-quality Training Datasets for Neural Code Search
Zhensu Sun, Li Li, Yan Liu, Xiaoning Du, Li Li
- Published: 01 Jan 2022, Last Modified: 05 May 2023
- ICSE 2022
- Readers: Everyone
Learning to Prevent Profitless Neural Code Completion
Zhensu Sun, Xiaoning Du, Fu Song, Shangwen Wang, Mingze Ni, Li Li
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone

View all 33 publications

Co-Authors

View all 107 co-authors