Simeng Qin
5 papers · 2025–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (11)
β
Rising Star
(5)
β
The Questioner
Conferences
AAAI (4)
EMNLP (1)
Top co-authors
Keywords
adversarial attack
(2)
adversarial perturbation
(2)
multimodal learning
(1)
toxicity detection
(1)
autonomous driving
(1)
agent communication
(1)
message passing
(1)
backdoor attack
(1)
vision language model
(1)
vision-language model
(1)
multimodal large language model
(1)
safety evaluation
(1)
jailbreak attack
(1)
privacy protection
(1)
adversarial prompt
(1)
adversarial patch attack
(1)
parallel computation
(1)
communication topology
(1)
cross-modal interaction
(1)
multi-agent communication
(1)
Papers
PhysPatch: A Physically Realizable and Transferable Adversarial Patch Attack for Multimodal Large Language Models-based Autonomous Driving Systems
AAAI 2026
MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation
AAAI 2026
GeoShield: Safeguarding Geolocation Privacy from Vision-Language Models via Adversarial Perturbations
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