· ai
[Paper] Procedural Fairness in Multi-Agent Bandits
In the context of multi-agent multi-armed bandits (MA-MAB), fairness is often reduced to outcomes: maximizing welfare, reducing inequality, or balancing utiliti...
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- · ai
[Paper] Action100M: A Large-scale Video Action Dataset
Inferring physical actions from visual observations is a fundamental capability for advancing machine intelligence in the physical world. Achieving this require...
- · ai
[Paper] Be Your Own Red Teamer: Safety Alignment via Self-Play and Reflective Experience Replay
Large Language Models (LLMs) have achieved remarkable capabilities but remain vulnerable to adversarial ``jailbreak'' attacks designed to bypass safety guardrai...
- · ai
[Paper] Form and Meaning in Intrinsic Multilingual Evaluations
Intrinsic evaluation metrics for conditional language models, such as perplexity or bits-per-character, are widely used in both mono- and multilingual settings....
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[Paper] Representation-Aware Unlearning via Activation Signatures: From Suppression to Knowledge-Signature Erasure
Selective knowledge erasure from LLMs is critical for GDPR compliance and model safety, yet current unlearning methods conflate behavioral suppression with true...
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[Paper] Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems
Multi-agent systems (MAS) enable complex reasoning by coordinating multiple agents, but often incur high inference latency due to multi-step execution and repea...
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[Paper] Defending Large Language Models Against Jailbreak Attacks via In-Decoding Safety-Awareness Probing
Large language models (LLMs) have achieved impressive performance across natural language tasks and are increasingly deployed in real-world applications. Despit...
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[Paper] Model See, Model Do? Exposure-Aware Evaluation of Bug-vs-Fix Preference in Code LLMs
Large language models are increasingly used for code generation and debugging, but their outputs can still contain bugs, that originate from training data. Dist...
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Survive the Quarantine Zone and More With Devolver Digital Games on GeForce NOW
NVIDIA at CES 2026 NVIDIA opened the year at CES with a wave of new gaming announcements, including: - A native GeForce NOW app for Linux and Amazon Fire TV st...
- · ai
[Paper] Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
The rise of AI agent frameworks has introduced agent skills, modular packages containing instructions and executable code that dynamically extend agent capabili...
- · ai
[Paper] An Ensemble of Evolutionary Algorithms With Both Crisscross Search and Sparrow Search for Processing Inferior Individuals
In the field of artificial intelligence, real parameter single objective optimization is an important direction. Both the Differential Evolution (DE) and the Co...
- · ai
[Paper] MHub.ai: A Simple, Standardized, and Reproducible Platform for AI Models in Medical Imaging
Artificial intelligence (AI) has the potential to transform medical imaging by automating image analysis and accelerating clinical research. However, research a...