Simeng Qin

5 papers · 2025–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (11) ⭐ Rising Star (5) ❓ The Questioner

Venues

AAAI (4) EMNLP (1)

Top co-authors

Xiaojun Jia (5) Xinwei Liu (2) Ju Jia (2) Yuan Xun (2) Yihao Huang (1) Qing Guo (1) Qi Guo (1) Xiaoshuang Jia (1) Ruoxi Cheng (1) Shanmin Pang (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Core AI (4) Learning Types · Machine Learning (2) Deep Learning (1) Application Areas (1) Core Methods (1) Learning Types · Deep Learning (1)

Keywords

adversarial perturbation (2) vision-language model (2) adversarial attack (2) toxicity detection (1) autonomous driving (1) agent communication (1) message passing (1) backdoor attack (1) multimodal large language model (1) safety evaluation (1) jailbreak attack (1) privacy protection (1) adversarial prompt (1) large vision-language model (1) adversarial patch attack (1) parallel computation (1) communication topology (1) cross-modal interaction (1) multi-agent communication (1) toxicity maximization (1)

Papers

GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations AAAI 2026 MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026 PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems AAAI 2026 The Emotional Baby Is Truly Deadly: Does Your Multimodal Large Reasoning Model Have Emotional Flattery Towards Humans? AAAI 2026 PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization EMNLP 2025