GraphScout: Boost LLMs with Intrinsic Graph Exploration
Discover GraphScout, a framework enhancing large language models with intrinsic exploration for superior agentic graph reasoning and cross-domain performan...
DeepPresenter: AI-Driven Adaptive Presentation Generator
DeepPresenter uses AI to autonomously create and refine presentations with environment-based feedback for dynamic, user-tailored slides.
Information-Theoretic Limits of Single-State Ontological Models
Explore the information-theoretic constraints on single-state ontological models and their impact on contextuality in quantum theory and classical represen...
Bayesian-LoRA: Probabilistic Adaptation for Large Language Models
Discover Bayesian-LoRA, a probabilistic low-rank adaptation method that improves calibration and uncertainty in large language models with minimal paramete...
Adaptive Memory for LLMs via Multi-Agent Collaboration
Discover AMA, an adaptive memory framework using multi-agent collaboration to enhance long-term interaction and reasoning in Large Language Models.