From Inference Engine to Inference Control Plane: Connecting vLLM, llm-d, and the Evolution of Efficient Distributed LLM Serving
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New papers, breakthroughs and academic AI research
C$^{2}$-INR: Customized Convolutional Implicit Neural Representation
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PINNForge: Execution-Grounded Evolutionary Design of Physics-Informed Neural Networks for PDE Solving via Large Language Models
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SCoR: A Hierarchical Framework for Forecasting Relations Between Scientific Concepts
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A Compact Stance-Indexed Anterior-Posterior COP Representation for Parkinson's Disease Classification from Plantar VGRF
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Fairness Beyond Anonymization? Demographic Leakage in German LLM-Generated Resumes
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LazyAgent: Demand-Driven Materialization and Physical Optimization of Agentic Programs
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When Should a VLM Look? Paying Only for Visual Calls That Were Needed and Used
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SoK: Formal Methods for Fact-Checking and Information Integrity
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Replayable Financial Agents: A Determinism-Faithfulness Assurance Harness for Tool-Using LLM Agents
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Combining Foundation Model Confidence and Monocular Depth for Training-Free Out-of-Distribution Segmentation
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From Research Frontier to Laboratory Bench: Design of a Four-Tier Experimental Teaching System for Multimodal Medical Image Intelligent Diagnosis
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