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An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response4h◆Navalia: Advancing Cowork Agents through Verifiable Task Synthesis and Long-Horizon Post-Training4h◆Large language model and reinforcement learning based autonomous construction and progress updates4h◆MedPAO-Assist: Edge-Deployable, Modality-Aware Agentic AI for Radiology Report Structuring4h◆DataPraxis: Scaling Analytics Tasks via Verified Workspace Evolution4h◆Industrial Agentic AI: LLM-Driven New-Generation Agents for Smart Manufacturing4h◆MAMath-Bench: Process-Aware and Robust Evaluation of Multimodal Multi-Agent Mathematical Reasoning4h◆LightCRS: Lightweight Multi-Domain Conversational Recommendation System4h◆When Planning Problems Become Hard for LLMs: Separating Structural Complexity from Semantic Interpretability4h◆Physical AI: Concepts, Techniques, and Challenges4h◆ReuF2F: Benchmarking Coding Agents on Formalized Undergraduate Research Problems4h◆A general-purpose System One decision model for clinical records4h◆EDMA: Entropy-Driven Multimodal Answering4h◆Learned Control Variates for Rare Grid-Outage Estimation at Electric Vehicle Charging Stations4h◆TEX: Test-Time Scaling Testing Agents via Execution-based Cross-Validation4h◆When PTQ Calibration Helps or Hurts: Dose-Driven Collapse and Validation-Gated Abstention in Quantized Text Embedders4h◆Unified Sharp Bounds on Probabilities of Causation4h◆ProMemAgent: Long-Horizon Proactive Assistance with Context-Aware Prospective Memory from Sensory Perceptions4h◆Harness Self-Evolution for Long-Horizon Terminal Agents4h◆Ask to Distill: Learning to Synthesize Data for On-Policy Distillation4h◆An AI Security Agent for University ACMIS: Multi-Vector Threat Detection and Automated Response4h◆Navalia: Advancing Cowork Agents through Verifiable Task Synthesis and Long-Horizon Post-Training4h◆Large language model and reinforcement learning based autonomous construction and progress updates4h◆MedPAO-Assist: Edge-Deployable, Modality-Aware Agentic AI for Radiology Report Structuring4h◆DataPraxis: Scaling Analytics Tasks via Verified Workspace Evolution4h◆Industrial Agentic AI: LLM-Driven New-Generation Agents for Smart Manufacturing4h◆MAMath-Bench: Process-Aware and Robust Evaluation of Multimodal Multi-Agent Mathematical Reasoning4h◆LightCRS: Lightweight Multi-Domain Conversational Recommendation System4h◆When Planning Problems Become Hard for LLMs: Separating Structural Complexity from Semantic Interpretability4h◆Physical AI: Concepts, Techniques, and Challenges4h◆ReuF2F: Benchmarking Coding Agents on Formalized Undergraduate Research Problems4h◆A general-purpose System One decision model for clinical records4h◆EDMA: Entropy-Driven Multimodal Answering4h◆Learned Control Variates for Rare Grid-Outage Estimation at Electric Vehicle Charging Stations4h◆TEX: Test-Time Scaling Testing Agents via Execution-based Cross-Validation4h◆When PTQ Calibration Helps or Hurts: Dose-Driven Collapse and Validation-Gated Abstention in Quantized Text Embedders4h◆Unified Sharp Bounds on Probabilities of Causation4h◆ProMemAgent: Long-Horizon Proactive Assistance with Context-Aware Prospective Memory from Sensory Perceptions4h◆Harness Self-Evolution for Long-Horizon Terminal Agents4h◆Ask to Distill: Learning to Synthesize Data for On-Policy Distillation4h◆

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