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This paper tackles the problem of conceptual schema inference from large heterogeneous tabular data repositories, such as data lakes and web tables
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This paper addresses a fundamental challenge in human action recognition (HAR) — robust zero-shot recognition of actions under strong geometric domain shifts, such as differing camera viewpoints and…
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This paper addresses the challenging Flexible Job Shop Scheduling Problem (FJSP) where jobs arrive randomly over time, and scheduling decisions must be made dynamically and quickly
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This paper addresses the inefficiencies and shortcomings of current large language model (LLM)-based agentic reasoning systems that rely on end-to-end trained reactive policies with unconstrained c…
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The paper addresses fundamental inefficiencies in cellular network architectures caused by in-network mobility management, where user IP addresses are anchored centrally in the network core
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This work addresses the challenge of confining optical modes to volumes approaching 1 nm^3 within plasmonic nanogaps, a key goal for enhancing light-matter interactions beyond the diffraction limit
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FAME addresses the challenging problem of message-level anomaly detection in logs, overcoming limitations of window-level detectors that lack granularity and label-scarce settings where annotation …
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This paper addresses the challenge of evaluating geospatial question answering (GeoQA) systems by introducing GS-QA, a comprehensive benchmark designed specifically for questions involving spatial …
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This paper addresses the escalating threat of fraud and cyberattacks in traditional credit/debit card banking by proposing a comprehensive framework for cardless AI banking that enhances security, …
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This paper addresses the problem of real-time cognitive load assessment using eye-tracking data, which suffers from significant challenges of missing data due to blinks and tracking failures, and t…
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This paper addresses the significant challenge of assessing the cybersecurity posture of large-scale electric vehicle (EV) fast charging infrastructures, where direct security testing of tens of th…
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This paper addresses the critical challenge of understanding the mechanisms and pathways that lead to extreme events in partially-observed stochastic dynamical systems, where only a subset of state…
