Author

Simeng Qin

Observed name: Qin, Simeng

Institutions: Northeastern University, Northeastern University

Observed institutions: Northeastern University, Northeastern University

OpenAlex ID: A5129981276

PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems

2026 · Qi Guo, Xiaojun Jia, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2

Boosting adversarial transferability of vision-language pre-trained models via optimal transport

2026 · Simeng Qin, Gang Li, et al. · Pattern Recognition · 1

MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation

2026 · Jingxuan Yu, Ju Jia, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1

Visual-Invariance-Augmented Feature Optimal Alignment for Transferable Adversarial Attacks against Closed-Source MLLMs

2026 · Jia, Xiaojun, Qin, Simeng, et al. · arXiv (Cornell University)

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Decoupled calibration of structural and logical evidence for training-free anomaly detection

2026 · Simeng Qin, Gang Li, et al. · Pattern Recognition

ElasticBack: Stealthy Conditional Backdoor in LLM-Agent Skills via Coupled Trigger-Rule Optimization

2026 · Sui, Hao, Qin, Simeng, et al. · arXiv (Cornell University)

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ColluSkill: Adversarial Cross-Skill Composition for Evading Agent Skill Scanners

2026 · Zeng, Puyu, Qin, Simeng, et al. · arXiv (Cornell University)

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ICO: Enhancing Semantic-Shift Jailbreaks via Iterative Context Optimization

2026 · Zhu, Hujian, Huang, Yihao, et al. · arXiv (Cornell University)

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Seeing Is Not Screening: Multimodal Hidden Instruction Attacks on Agent Skill Scanners

2026 · Jia, Xiaojun, Liao, Jie, et al. · arXiv (Cornell University)

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Reasoning as an Attack Surface: Adaptive Evolutionary CoT Jailbreaks for LLMs

2026 · Li, Jianan, Qin, Simeng, et al. · arXiv (Cornell University)

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The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans?

2026 · Yuan Xun, Xiaojun Jia, et al. · Proceedings of the AAAI Conference on Artificial Intelligence

Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge

2026 · Kang, Li, Zhou, Heng, et al. · arXiv (Cornell University)

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PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems

2026 · Association for Artificial Intelligence 2026, Guo, Qing, et al. · Underline Science Inc.

MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation

2026 · Association for Artificial Intelligence 2026, Cheng, Guang, et al. · Underline Science Inc.

Asymmetric Relational-Geometry Driven Universal Adversarial Perturbations for Vision-Language Models

2026 · Jiaxin Ye, Weihai Li, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL)

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SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG

2025 · Xiaonan Si, Meilin Zhu, et al. · neural information processing systems

Works count: 17

Citation count: 4

H-index: 1

I10-index: