Yuan Xun

20 papers A* 4Journal 15Unranked 1
YearRankTypeTitle / Venue / Authors
2026 A* conf
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations.
AAAI
Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao
2026 A* conf
The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans?
AAAI
Yuan Xun, Xiaojun Jia, Xinwei Liu, Simeng Qin, Hua Zhang
2026 J jnl
VFLGAN-TS: Vertical Federated Learning-based Generative Adversarial Networks for Publication of Vertically Partitioned Time-series Data.
ACM Trans. Priv. Secur.
Yuan Xun, Zilong Zhao, Jiayu Li, Prosanta Gope, Biplab Sikdar
2025 J jnl
CleanerCLIP: Fine-Grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning.
IEEE Trans. Inf. Forensics Secur.
Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Jun Chen, Xiaochun Cao
2025 J jnl
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations.
CoRR
Xinwei Liu, Xiaojun Jia, Yuan Xun, Simeng Qin, Xiaochun Cao
2025 J jnl
PersGuard: Preventing Malicious Personalization via Backdoor Attacks on Pre-trained Text-to-Image Diffusion Models.
CoRR
Xinwei Liu, Xiaojun Jia, Yuan Xun, Hua Zhang, Xiaochun Cao
2025 J jnl
Robust Anti-Backdoor Instruction Tuning in LVLMs.
CoRR
Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Xiaochun Cao
2025 J jnl
TeleAI-Safety: A comprehensive LLM jailbreaking benchmark towards attacks, defenses, and evaluations.
CoRR
Xiuyuan Chen, Jian Zhao, Yuxiang He, Yuan Xun, Xinwei Liu, Yanshu Li, Huilin Zhou, Wei Cai, Ziyan Shi, Yuchen Yuan, Tianle Zhang, Chi Zhang, Xuelong Li
2025 J jnl
The Emotional Baby Is Truly Deadly: Does your Multimodal Large Reasoning Model Have Emotional Flattery towards Humans?
CoRR
Yuan Xun, Xiaojun Jia, Xinwei Liu, Hua Zhang
2024 J jnl
A Survey on Transferability of Adversarial Examples Across Deep Neural Networks.
Trans. Mach. Learn. Res.
Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip Torr
2024 J jnl
CleanerCLIP: Fine-grained Counterfactual Semantic Augmentation for Backdoor Defense in Contrastive Learning.
CoRR
Yuan Xun, Siyuan Liang, Xiaojun Jia, Xinwei Liu, Xiaochun Cao
2024 A* conf
Does Few-Shot Learning Suffer from Backdoor Attacks?
AAAI
Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024 J jnl
Does Few-shot Learning Suffer from Backdoor Attacks?
CoRR
Xinwei Liu, Xiaojun Jia, Jindong Gu, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024 J jnl
Minimalism is King! High-Frequency Energy-Based Screening for Data-Efficient Backdoor Attacks.
IEEE Trans. Inf. Forensics Secur.
Yuan Xun, Xiaojun Jia, Jindong Gu, Xinwei Liu, Qing Guo, Xiaochun Cao
2024 A* conf
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning.
ACM Multimedia
Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024 J jnl
Multimodal Unlearnable Examples: Protecting Data against Multimodal Contrastive Learning.
CoRR
Xinwei Liu, Xiaojun Jia, Yuan Xun, Siyuan Liang, Xiaochun Cao
2024 J jnl
Unlearning Backdoor Threats: Enhancing Backdoor Defense in Multimodal Contrastive Learning via Local Token Unlearning.
CoRR
Siyuan Liang, Kuanrong Liu, Jiajun Gong, Jiawei Liang, Yuan Xun, Ee-Chien Chang, Xiaochun Cao
2023 J jnl
A Survey on Transferability of Adversarial Examples across Deep Neural Networks.
CoRR
Jindong Gu, Xiaojun Jia, Pau de Jorge, Wenqian Yu, Xinwei Liu, Avery Ma, Yuan Xun, Anjun Hu, Ashkan Khakzar, Zhijiang Li, Xiaochun Cao, Philip H. S. Torr
2023 — conf
Universal Watermark Vaccine: Universal Adversarial Perturbations for Watermark Protection.
CVPR Workshops
Jianbo Chen, Xinwei Liu, Siyuan Liang, Xiaojun Jia, Yuan Xun
2020 J jnl
A New Polarization Image Demosaicking Algorithm by Exploiting Inter-Channel Correlations With Guided Filtering.
IEEE Trans. Image Process.
Shumin Liu, Jiajia Chen, Yuan Xun, Xiaojin Zhao, Chip-Hong Chang