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arXiv cs.AI Research & Papers
One Step to the Side: Why Defenses Against Malicious Finetuning Fail Under Adaptive Adver…
arXiv cs.AI Research & Papers
Fill the GAP: A Granular Alignment Paradigm for Visual Reasoning in Multimodal Large Lang…
arXiv cs.AI Research & Papers
FactoryNet: A Large-Scale Dataset toward Industrial Time-Series Foundation Models
arXiv cs.AI Research & Papers
Real vs. Semi-Simulated: Rethinking Evaluation for Treatment Effect Estimation
arXiv cs.AI Research & Papers
E = T*H/(O+B): A Dimensionless Control Parameter for Mixture-of-Experts Ecology
arXiv cs.AI Research & Papers
Quality-Conditioned Agreement in Automated Short Answer Scoring: Mid-Range Degradation an…
arXiv cs.AI Research & Papers
MoBayes: A Modular Bayesian Framework for Separating Reasoning from Language in Conversat…
arXiv cs.AI Research & Papers
EditCaption: Human-Refined SFT and HAE-DPO for Image Editing Instruction Synthesis
arXiv cs.AI Research & Papers
Inference Time Context Sparsity: Illusion or Opportunity?
arXiv cs.AI Security & Safety
Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence
arXiv cs.AI Research & Papers
Theoretical Analysis of Sparse Optimization with Reparameterization, Weight Decay, and Ad…
arXiv cs.AI Research & Papers
Identifying and Mitigating Systemic Measurement Bias in Production LLM Inference Benchmar…
arXiv cs.AI Research & Papers
How Well Do Models Follow Their Constitutions?
arXiv cs.AI Research & Papers
HiGraph: A Large-Scale Hierarchical Graph Dataset for Malware Analysis
arXiv cs.AI Research & Papers
Prism: Spectral-Aware Block-Sparse Attention
arXiv cs.AI Research & Papers
Scalable Explainability-as-a-Service (XaaS) for Edge AI Systems
arXiv cs.AI Research & Papers
SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models
arXiv cs.AI Research & Papers
Dynamics Reveals Structure: Challenging the Linear Propagation Assumption
arXiv cs.AI Research & Papers
Characterizing Linear Alignment Across Language Models
arXiv cs.AI Research & Papers
Reliable AI Needs to Externalize Implicit Knowledge: A Human-AI Collaboration Perspective
arXiv cs.AI Research & Papers
Probing the Preferences of a Language Model: Integrating Verbal and Behavioral Tests of A…
arXiv cs.AI Research & Papers
From Prompt Optimization to Multi-Dimensional Credibility Evaluation: Enhancing Trustwort…
arXiv cs.AI Research & Papers
Learning to Trust: Bayesian Adaptation to Varying Suggester Reliability in Sequential Dec…
arXiv cs.AI Security & Safety
Jailbreak to Protect: Buffering and Reinforcing via Temporary Jailbreaking for Safe Fine-…
arXiv cs.AI Research & Papers
SPARK: Search Personalization via Agent-Driven Retrieval and Knowledge-sharing
arXiv cs.AI Research & Papers
PathWise: Planning through World Model for Automated Heuristic Design via Self-Evolving L…
arXiv cs.AI Research & Papers
All Leaks Count, Some Count More: Interpretable Temporal Contamination Detection and Miti…
arXiv cs.AI Research & Papers
Discounted Beta-Bernoulli Reward Estimation for Sample-Efficient Reinforcement Learning w…
arXiv cs.AI Research & Papers
Procedural Refinement by LLM-driven Algorithmic Debugging for ARC-AGI-2
arXiv cs.AI Research & Papers
RCTs & Human Uplift Studies: Methodological Challenges and Practical Solutions for Fronti…