Xingliang YUAN

Associate Professor, University of Melbourne

Joined

November 2020

Names

Xingliang YUAN (Preferred)

Emails

****@monash.edu (Confirmed)

****@unimelb.edu.au (Confirmed)

Personal Links

Career & Education History

Associate Professor

University of Melbourne (unimelb.edu.au)

2024 – Present

Assistant Professor

Monash University (monash.edu)

2017 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

security

Present

privacy

Present

Publications

MulVuln: Enhancing Pre-trained LLMs with Shared and Language-Specific Knowledge for Multilingual Vulnerability Detection
Van Nguyen, Surya Nepal, Xingliang YUAN, Tingmin Wu, Fengchao Chen, Carsten Rudolph
- Submitted to ICLR 2026
- Readers: Everyone
Let's Roll a BiFTA: Bi-refinement for Fine-grained Text-visual Alignment in Vision-Language Models
Yuhao Sun, Chengyi Cai, Jiacheng Zhang, Zesheng Ye, Xingliang YUAN, Feng Liu
- Accepted by TMLR
- Readers: Everyone
FedMobile: Enabling Knowledge Contribution-aware Multi-modal Federated Learning with Incomplete Modalities
Yi Liu, Cong Wang, Xingliang YUAN
- WWW 2025 Poster
- Readers: Everyone
50 Shades of Deceptive Patterns: A Unified Taxonomy, Multimodal Detection, and Security Implications
Zewei Shi, Ruoxi Sun, Jieshan Chen, Jiamou Sun, Jason Xue, Yansong Gao, Feng Liu, Xingliang YUAN
- WWW 2025 Oral
- Readers: Everyone
Dynamic Graph Unlearning: A General and Efficient Post-Processing Method via Gradient Transformation
He Zhang, Bang Wu, Xiangwen Yang, Xingliang YUAN, Xiaoning Liu, Xun Yi
- WWW 2025 Oral
- Readers: Everyone
AI2TALE: An Innovative Information Theory-based Approach for Learning to Localize Phishing Attacks
Van Nguyen, Tingmin Wu, Xingliang YUAN, Marthie Grobler, Surya Nepal, Carsten Rudolph
- ICLR 2025 Poster
- Readers: Everyone
Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts
Yi Liu, Chengjun Cai, Xiaoli ZHANG, Xingliang YUAN, Cong Wang
- MM2024 Poster
- Readers: Everyone
FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices
Shuo Huang, Lizhen Qu, Xingliang YUAN, Chunyang Chen
- EMNLP 2023 Findings
- Readers: Everyone
Demystifying Uneven Vulnerability of Link Stealing Attacks against Graph Neural Networks
He Zhang, Bang Wu, Shuo Wang, Xiangwen Yang, Minhui Xue, Shirui Pan, Xingliang YUAN
- ICML 2023 Poster
- Readers: Everyone
Deep learning-based medical diagnostic services: A secure, lightweight, and accurate realization
Xiaoning Liu, Yifeng Zheng, Xingliang Yuan, Xun Yi
- 2022 (modified: 18 Jan 2023)
- J. Comput. Secur. 2022
- Readers: Everyone

View all 113 publications

Co-Authors

View all 124 co-authors