Speech-Audio Compositional Attacks on Multimodal LLMs and Their Mitigation with SALMONN-Guard
arXiv:2511.10222v2 Announce Type: replace-cross Abstract: Recent progress in large language models (LLMs) has enabled understanding of both speech and non-speech…
An Efficient and Almost Optimal Solver for the Joint Routing-Assignment Problem via Partial JRA and Large-{alpha} Optimization
arXiv:2511.09563v1 Announce Type: new Abstract: The Joint Routing-Assignment (JRA) optimization problem simultaneously determines the assignment of items to placeholders and…
Enhancing Password Security Through a High-Accuracy Scoring Framework Using Random Forests
arXiv:2511.09492v2 Announce Type: replace-cross Abstract: Password security plays a crucial role in cybersecurity, yet traditional password strength meters, which rely…
MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models
arXiv:2511.10262v1 Announce Type: cross Abstract: Full-Duplex Speech Language Models (FD-SLMs) enable real-time, overlapping conversational interactions, offering a more dynamic user…
H3Former: Hypergraph-based Semantic-Aware Aggregation via Hyperbolic Hierarchical Contrastive Loss for Fine-Grained Visual Classification
arXiv:2511.10260v1 Announce Type: cross Abstract: Fine-Grained Visual Classification (FGVC) remains a challenging task due to subtle inter-class differences and large…
Leveraging Large Language Models for Use Case Model Generation from Software Requirements
arXiv:2511.09231v2 Announce Type: replace-cross Abstract: Use case modeling employs user-centered scenarios to outline system requirements. These help to achieve consensus…
Pseudodata-based molecular structure generator to reveal unknown chemicals
Nature Machine Intelligence, Published online: 14 November 2025; doi:10.1038/s42256-025-01140-5 Yu and colleagues present MSGo, an artificial intelligence exposomics tool trained…