Labeled Incidence Structures for Native Transformer Modeling of Text, Knowledge Graphs, and Hypergraphs
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Improving Generalization and Robustness in Offline Reinforcement Learning via Boundary-Aware Data Augmentation
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SAGG: Sample-Adaptive Gradient Gating for Robust Multimodal Learning under Heterogeneous Corruption
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Large Language Model Agents for Evidence Based Genetic Disease Severity Classification
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EliGSiR: Continual RGB-D Mapping with Gaussian Splatting under Bounded Compute
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Compact Vision Models for Iris Presentation Attack Detection under Presentation Attack Instrument Shift and Environmental Degradation
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Self-Evolving Search Index
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SoK: Trading Agents or Market Crashers? Dissecting Robustness and Security Failures in Academic Financial LLM Trading Schemes
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MM-Future: Multi-Mode Joint World-Action Modeling for Autonomous Driving
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DataCanvas-EDU: An Agentic Framework for Instructor-Guided Synthetic Data Generation in Business Analytics Education
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Personalising a Cross-User Surface Electromyography Encoder Under a Small Calibration Budget
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Intact-to-Amputee Transfer in Surface-EMG Gesture Decoding: Training Source and Calibration Budget
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