arXiv Artificial IntelligenceLearning from Local Walks on Dynamic Graphs with Bandit Feedback
arXiv:2607.10571v2 Announce Type: replace-cross Abstract: We study stochastic multi-armed bandits on dynamic…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceWhere to Intervene? Benchmarking Fairness-Aware Learning on Differentially Private Synthetic Tabular Data
arXiv:2607.07471v2 Announce Type: replace-cross Abstract: Machine learning models are increasingly deployed…
arXiv Artificial IntelligenceWhen Prompts Ignore Structure: Graph-Based Attribute Reasoning for Calibrated VLMs
arXiv:2607.07395v2 Announce Type: replace-cross Abstract: Reliable confidence estimation remains a key…
arXiv Artificial IntelligenceSecurity and Privacy in Agentic AI: Grand Challenges and Future Directions
arXiv:2607.06608v2 Announce Type: replace-cross Abstract: We present key challenges and future research…
arXiv Artificial IntelligenceNormWorlds-CF: Solver-Verified Counterfactual Normative Reasoning with Metamorphic-Relation GRPO
arXiv:2607.03957v2 Announce Type: replace-cross Abstract: Language models can reach the right normative…
arXiv Artificial IntelligenceRoboMME-Interference: Benchmarking Robot Memory Under Interference
arXiv:2606.22338v2 Announce Type: replace-cross Abstract: Robots deployed in realistic settings will…
arXiv Artificial IntelligenceToken Factory: Efficiently Integrating Diverse Signals into Large Recommendation Models
arXiv:2606.19635v3 Announce Type: replace-cross Abstract: Large Recommendation Models (LRMs) have…
arXiv Artificial IntelligenceImproving Human-Robot Teamwork in Urban Search and Rescue Through Episodic Memory of Prior Collaboration
arXiv:2606.18836v2 Announce Type: replace-cross Abstract: Effective human-robot teamwork requires robots to…
arXiv Artificial IntelligenceInDex: Empowering VLA Models with Intent-Conditioned Arm-Hand Coordination for Dexterous Manipulation
arXiv:2606.12109v2 Announce Type: replace-cross Abstract: Pre-trained Vision-Language-Action (VLA) models…
arXiv Artificial IntelligenceRadioMaster: Multi-Agent System for Autonomous Radio Signal Generation
arXiv:2606.01862v2 Announce Type: replace-cross Abstract: Translating user intent into physical radio signals…
arXiv Artificial IntelligenceDetect Before You Leap: Mirage Detection in Vision-Language Models
arXiv:2606.00435v3 Announce Type: replace-cross Abstract: Vision-language models (VLMs) can produce confident…
arXiv Artificial IntelligencePatchWorld: Gradient-Free Optimization of Executable World Models for Agent Environments
arXiv:2605.30880v4 Announce Type: replace-cross Abstract: World models for interactive text agents must…
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