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This paper addresses the limitations of conventional memory-augmented large language model (LLM) agents which rely on static retrieval mechanisms from episodic memory banks or skill libraries
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This paper addresses the challenge of detecting whether peer reviews are human-written, fully AI-generated, or human-written but refined using large language models (LLMs)
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This paper investigates persistent political knowledge inequalities in the context of a high-choice, algorithmically mediated digital environment by experimentally studying self-directed online sea…
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This paper tackles the problem of anomaly detection in highly imbalanced and heterogeneous Internet of Things (IoT) network traffic, focusing on the Bot-IoT dataset
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This paper introduces a novel proof system, named GL_+^{ opot}, for the positive fragment of the modal provability logic GL
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AgentAtlas addresses the critical limitations of existing evaluation methods for large language model (LLM) agents, which currently rely primarily on final task success metrics
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This paper addresses the long-standing gap in scalable training-based solvers for modern CAPTCHAs, which require complex multi-step visual reasoning and interaction
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CogOmniControl addresses the challenge of controllable video generation under sparse, abstract, or complex conditions typical in professional workflows like storyboard sketches and clay renders
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This paper addresses the critical bottleneck in deploying interactive, patient-specific anatomical Digital Twins for clinical use, especially in resource-constrained settings (RCS)
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This paper addresses a critical gap in document manipulation localization (DML) systems deployed in real-world operational pipelines, particularly in insurance workflows
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This paper investigates the unintended barriers created by escalating university cybersecurity protocols, focusing specifically on UK-China transnational education (TNE) partnership students
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This paper investigates fundamental limits in proof theory regarding recursive syntactic characterizations of formula classes involved in the refined A-translation, a method that bridges classical …
