SMoG: Schema Matching on Graph

Kavli Affiliate: Hsiao-Mei (Sherry) Cho| First 5 Authors: [#item_custom_name[1, [#item_custom_name[2, [#item_custom_name[3, [#item_custom_name[4, [#item_custom_name[5| Summary:Schema matching is a critical task in data integration, particularly in the medical domain where disparate Electronic Health Record (EHR) systems must be aligned to standard models like OMOP CDM. While Large Language Models (LLMs) have shown promise in schema matching, they […]


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REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

Kavli Affiliate: Wei Gao| Summary:The prevalence of fake news on social media demands automated fact-checking systems to provide accurate verdicts with faithful explanations. However, existing large language model (LLM)-based approaches ignore deceptive misinformation styles in LLM-generated explanations, resulting in unfaithful rationales that can mislead human judgments. They rely heavily on external knowledge sources, introducing hallucinations […]


Continue.. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

Kavli Affiliate: Wei Gao| Summary:The prevalence of fake news on social media demands automated fact-checking systems to provide accurate verdicts with faithful explanations. However, existing large language model (LLM)-based approaches ignore deceptive misinformation styles in LLM-generated explanations, resulting in unfaithful rationales that can mislead human judgments. They rely heavily on external knowledge sources, introducing hallucinations […]


Continue.. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

Kavli Affiliate: Wei Gao| Summary:The prevalence of fake news on social media demands automated fact-checking systems to provide accurate verdicts with faithful explanations. However, existing large language model (LLM)-based approaches ignore deceptive misinformation styles in LLM-generated explanations, resulting in unfaithful rationales that can mislead human judgments. They rely heavily on external knowledge sources, introducing hallucinations […]


Continue.. REFLEX: Self-Refining Explainable Fact-Checking via Verdict-Anchored Style Control

CostNav: A Navigation Benchmark for Cost-Aware Evaluation of Embodied Agents

Kavli Affiliate: Hsiao-Mei (Sherry) Cho| First 5 Authors: [#item_custom_name[1, [#item_custom_name[2, [#item_custom_name[3, [#item_custom_name[4, [#item_custom_name[5| Summary:Existing navigation benchmarks focus on task success metrics while overlooking economic viability — critical for commercial deployment of autonomous delivery robots. We introduce emphCostNav, a textbfMicro-Navigation Economic Testbed that evaluates embodied agents through comprehensive cost-revenue analysis aligned with real-world business operations. CostNav […]


Continue.. CostNav: A Navigation Benchmark for Cost-Aware Evaluation of Embodied Agents

Precise mass and radius determination for two new and one known Neptune-sized planets around G Dwarf hosts

Kavli Affiliate: Avi Shporer | Summary:As part of the KESPRINT collaboration, we present the discovery and characterization of three exoplanets in the sub-Neptune to super-Neptune regime, spanning key regions of the exo-Neptunian landscape. TOI-1472c and TOI-1648b are newly discovered sub-Neptunes, while TOI-1472b is a previously known super-Neptune for which we provide an improved mass measurement. […]


Continue.. Precise mass and radius determination for two new and one known Neptune-sized planets around G Dwarf hosts

Scaling Quantum Networks via Phase-Stable Vacuum Beam Guide: Architectural Blueprint and Benchmark

Kavli Affiliate: Rana Adhikari | Summary:Scaling quantum networks to continental distances requires physical infrastructure capable of overcoming both exponential attenuation and severe phase decoherence. While the concept of vacuum beam guide (VBG) has recently emerged as a promising low-loss solution, we move beyond it by proposing a rigorous physical-layer architectural blueprint anchored by empirical data […]


Continue.. Scaling Quantum Networks via Phase-Stable Vacuum Beam Guide: Architectural Blueprint and Benchmark

A Comprehensive Characterization of the Vacuum Beam Guide and Its Applications

Kavli Affiliate: Rana Adhikari | Summary:The proposed vacuum beam guide (VBG) represents a transformative advance in quantum channel technology, guaranteeing an ultra-low level of attenuation and a broad transmission linewidth, which offers an unprecedented quantum capacity, exceeding Tera-qubits per second on a continental scale. However, the stability of the VBG in terms of interferometry remains […]


Continue.. A Comprehensive Characterization of the Vacuum Beam Guide and Its Applications

Frailty-Aware Transformer for Recurrent Survival Modeling of Driver Retention in Ride-Hailing Platforms

Kavli Affiliate: Eric Miller | Summary:Ride-hailing platforms are characterized by high-frequency, behavior-driven environments. Although survival analysis has been applied to recurrent events in other domains, its use in modeling ride-hailing driver behavior remains largely unexplored. This study formulates idle behavior as a recurrent survival process using large-scale platform data and proposes a Transformer-based framework that […]


Continue.. Frailty-Aware Transformer for Recurrent Survival Modeling of Driver Retention in Ride-Hailing Platforms

Molecular evolution of CO2-sensing ab1C neurons underlies divergent sensory responses in the Drosophila suzukii species group

Endothelial type I interferon signaling modulates the vascular response to ischemic brain injury Kavli Affiliate: Li Zhao | Authors: Alice Gadau, Sasha Mills, Xin Yu Zhu Jiang, Cong Li, Nicolas Svetec, Ziyu Xu, Wanhe Li, Katherine I Nagel and Li Zhao | Summary: Organisms evolve behavioral and morphological traits to adapt to their ecological niches, […]


Continue.. Molecular evolution of CO2-sensing ab1C neurons underlies divergent sensory responses in the Drosophila suzukii species group