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Compress Then Adapt? No, Do It Together via Task-aware Union of Subspaces
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First-Order Efficiency for Probabilistic Value Estimation via A Statistical Viewpoint
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SCPRM: A Schema-aware Cumulative Process Reward Model for Knowledge Graph Question Answering
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AIs and Humans with Agency
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AI-Generated Smells: An Analysis of Code and Architecture in LLM and Agent-Driven Development
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AI and Open-data Driven Scalable Solar Power Profiling
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SymptomAI: Towards a Conversational AI Agent for Everyday Symptom Assessment
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An Agent-Oriented Pluggable Experience-RAG Skill for Experience-Driven Retrieval Strategy Orchestration
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From Intent to Execution: Composing Agentic Workflows with Agent Recommendation
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Towards Open World Sound Event Detection
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Magic-Informed Quantum Architecture Search
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Contextual Multi-Objective Optimization: Rethinking Objectives in Frontier AI Systems
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AI Co-Mathematician: Accelerating Mathematicians with Agentic AI
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AI CFD Scientist: Toward Open-Ended Computational Fluid Dynamics Discovery with Physics-Aware AI Agents
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Towards Metric-Faithful Neural Graph Matching
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NeuroAgent: LLM Agents for Multimodal Neuroimaging Analysis and Research
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VecCISC: Improving Confidence-Informed Self-Consistency with Reasoning Trace Clustering and Candidate Answer Selection
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Rubric-Grounded RL: Structured Judge Rewards for Generalizable Reasoning
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MPD$^2$-Router: Mask-aware Multi-expert Prior-regularized Dual-head Deferral Router in Glaucoma Screening and Diagnosis
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Reason to Play: Behavioral and Brain Alignment Between Frontier LRMs and Human Game Learners
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