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KVEraser addresses the computational challenge of post-hoc localized context erasing in long-context large language model (LLM) inference
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LabOSBench addresses the challenge of evaluating computer-use AI agents on scientific instrument GUIs, where controlling sophisticated devices involves complex, procedural, feedback-driven workflows
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This survey paper addresses the emerging field of shape space analysis, a mathematical and computational framework for studying datasets whose observations have intrinsic geometric structure
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This study tackles the observational gap linking nuclear quasar winds to their extended galactic-scale outflows across parsec-to-kiloparsec scales
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MYPCBENCH addresses a significant gap in evaluating personal assistant agents for computers — current benchmarks test agents in impersonal, empty environments, lacking persistent user data, context,…
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This work addresses the significant bottleneck in training computer-use agents (CUAs), models that interact with full graphical desktop environments via screenshots and keyboard/mouse actions
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This paper addresses a major challenge in robotic Vision-Language-Action (VLA) model post-training, specifically for complex humanoid robots with dexterous hands
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This paper provides a comprehensive systematization of the low-level attack surface in modern web browsers, focusing on memory corruption vulnerabilities as the dominant exploit vector
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This paper addresses the difficult problem of disentangling overlapping hadronic resonances in the π+π− invariant mass spectrum above the ρ0(770) meson, particularly in ultra-peripheral heavy-ion c…
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SurroundNEXO addresses a critical problem in autonomous driving — metric-depth estimation from surround-view multi-camera rigs with extremely low overlapping fields of view (FoV)
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This paper studies a critical consistency vulnerability in Polymarket, a leading decentralized prediction market platform, arising from its hybrid architecture that matches orders off-chain but set…
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This paper addresses the long-standing challenge of compact third-order spherical aberration correction for continuous low-energy electron beams, especially relevant to scanning electron microscopy…
