TranSegPGD: Improving Transferability of Adversarial Examples on Semantic Segmentation. - Xiaojun Jia; Jindong Gu; Yihao Huang 001; Simeng Qin; Qing Guo 005; Yang Liu 003; Xiaochun Cao (CoRR, 2023)

Smart Elderly Care: An Intelligent e-Procurement System for Elderly Supplier Selecting. - Simeng Qin; Mingli Zhang; Haiju Hu; Yanan Wang (Syst., 2023)

Semantic-Aligned Adversarial Evolution Triangle for High-Transferability Vision-Language Attack. - Xiaojun Jia; Sensen Gao; Qing Guo 005; Ke Ma 001; Yihao Huang 001; Simeng Qin; Yang Liu 003; Ivor W. Tsang; Xiaochun Cao (CoRR, 2024)

Boosting generalization of fine-tuning BERT for fake news detection. - Simeng Qin; Mingli Zhang (Inf. Process. Manag., 2024)

Evolution-based Region Adversarial Prompt Learning for Robustness Enhancement in Vision-Language Models. - Xiaojun Jia; Sensen Gao; Simeng Qin; Ke Ma 001; Xinfeng Li; Yihao Huang 001; Wei Dong; Yang Liu 003; Xiaochun Cao (CoRR, 2025)

The Eye of Sherlock Holmes: Uncovering User Private Attribute Profiling via Vision-Language Model Agentic Framework. - Feiran Liu; Yuzhe Zhang; Xinyi Huang; Yinan Peng; Xinfeng Li; Lixu Wang; Yutong Shen; Ranjie Duan; Simeng Qin; Xiaojun Jia; Qingsong Wen; Wei Dong (CoRR, 2025)

Adversarial Attacks against Closed-Source MLLMs via Feature Optimal Alignment. - Xiaojun Jia; Sensen Gao; Simeng Qin; Tianyu Pang; Chao Du; Yihao Huang 001; Xinfeng Li; Yiming Li 004; Bo Li; Yang Liu 003 (CoRR, 2025)

GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations. - Xinwei Liu; Xiaojun Jia; Yuan Xun; Simeng Qin; Xiaochun Cao (CoRR, 2025)

PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems. - Qi Guo 008; Xiaojun Jia; Shanmin Pang; Simeng Qin; Lin Wang; Ju Jia; Yang Liu 003; Qing Guo 005 (CoRR, 2025)