Artificial Intelligence

Papers filed under cs.AI on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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4,141 to 4,200 of 15,395

AI Literacy in K-12 and Higher Education in the Wake of Generative AI: An Integrative Review
Xingjian Gu, Barbara J. Ericson
cs.CYcs.AIarXiv:2503.00079v32025
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
Alexander Nikitin, Jannik Kossen, Yarin Gal +1
cs.LGcs.AIcs.CLarXiv:2405.20003v12024
Formal Policy Enforcement for Real-World Agentic Systems
Nils Palumbo, Sarthak Choudhary, Jihye Choi +3
cs.CRcs.AIcs.MAarXiv:2602.16708v32026
Neural Language Modeling by Jointly Learning Syntax and Lexicon
Yikang Shen, Zhouhan Lin, Chin-Wei Huang +1
cs.CLcs.AIarXiv:1711.02013v22017
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata +1
cs.CLcs.AIarXiv:2009.12005v22020
MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models
Shrey Pandit, Jiawei Xu, Junyuan Hong +4
cs.CLcs.AIcs.LGarXiv:2502.14302v12025
Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory
Ron Amit, Ron Meir
stat.MLcs.AIcs.LGarXiv:1711.01244v82017
A Survey on the Optimization of Large Language Model-based Agents
Shangheng Du, Jiabao Zhao, Jinxin Shi +4
cs.AIarXiv:2503.12434v22025
R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO
Huanjin Yao, Qixiang Yin, Jingyi Zhang +8
cs.CVcs.AIcs.CLarXiv:2505.16673v12025
Perceptive Humanoid Parkour: Chaining Dynamic Human Skills via Motion Matching
Zhen Wu, Xiaoyu Huang, Lujie Yang +8
cs.ROcs.AIcs.LGarXiv:2602.15827v22026
The Assistant's Ideal Self
Mert Yazan
cs.AIarXiv:2609.00304v12026
When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail
Xiaoxiao Li
cs.AIcs.MAarXiv:2601.04748v22026
BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval
Hongjin Su, Howard Yen, Mengzhou Xia +12
cs.CLcs.AIcs.IRarXiv:2407.12883v42024
Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications
Naveen Krishnan
cs.MAcs.AIarXiv:2504.21030v12025
STAMP: Scalable Task And Model-agnostic Collaborative Perception
Xiangbo Gao, Runsheng Xu, Jiachen Li +3
cs.CVcs.AIcs.ROarXiv:2501.18616v12025
Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language Models
Guoli Wang, Haonan Shi, Tu Ouyang +1
cs.CLcs.AIarXiv:2609.00495v12026
Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy
Seyed Mohsen Kazemi, Ali Movaghar, Shaahin hessabi
math.OCcs.AIeess.SParXiv:2609.00471v12026
Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents
Vineeth Sai Narajala, Om Narayan
cs.CRcs.AIarXiv:2504.19956v22025
Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict
Yihang Chen, Pin Qian, Su Wang +4
cs.CLcs.AIarXiv:2605.14473v42026
Are Language Models Models?
Philip Resnik
cs.CLcs.AIarXiv:2601.10421v12026
The Impact of Reasoning Step Length on Large Language Models
Mingyu Jin, Qinkai Yu, Dong Shu +5
cs.CLcs.AIarXiv:2401.04925v42024
Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends
Ian Schneider, Hui Xu, Stephan Benecke +4
cs.ARcs.AIarXiv:2502.01671v12025
Centering before Pruning: Lightweight Geometry Correction for Diversity-Based Visual Token Pruning in LVLMs
Shunjie Wen, Jaeyeon Lee, Dong-Wan Choi
cs.CVcs.AIarXiv:2608.30263v12026
Parameter-Efficient Fine-Tuning for Foundation Models
Dan Zhang, Tao Feng, Lilong Xue +3
cs.CLcs.AIcs.LGarXiv:2501.13787v12025
NVIDIA FLARE: Federated Learning from Simulation to Real-World
Holger R. Roth, Yan Cheng, Yuhong Wen +20
cs.LGcs.AIcs.CVarXiv:2210.13291v32022
EpaCache: Error-Propagation-Aware Caching for Accelerating Diffusion-Based Visual Generation
Yuhan Liu, Zongwei Hong, Jinglun Li +3
cs.AIarXiv:2608.29264v12026
TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs
Yutao Xie, Nathaniel Thomas, Nicklas Hansen +3
cs.CLcs.AIcs.LGarXiv:2603.22293v12026
Augmenting Human Performance with an XR Agent Learning from Online Behavior and BCI Evidence
Ziheng Li, Xichen He, Haoyan Chen +10
cs.AIcs.HCarXiv:2608.30369v12026
Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity
Bojie Li
cs.LGcs.AIarXiv:2604.24827v22026
School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs
Mia Taylor, James Chua, Jan Betley +2
cs.AIarXiv:2508.17511v12025
Thinking with Generated Images
Ethan Chern, Zhulin Hu, Steffi Chern +5
cs.CVcs.AIcs.CLarXiv:2505.22525v12025
Astra: A Multi-Agent System for GPU Kernel Performance Optimization
Anjiang Wei, Tianran Sun, Yogesh Seenichamy +5
cs.DCcs.AIcs.CLarXiv:2509.07506v22025
General In-Hand Object Rotation with Vision and Touch
Haozhi Qi, Brent Yi, Sudharshan Suresh +4
cs.ROcs.AIcs.CVarXiv:2309.09979v22023
Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents
Tianshi Xu, Huifeng Wen, Meng Li
cs.AIarXiv:2605.22166v22026
Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks
Maya Bechler-Speicher, Ben Finkelshtein, Fabrizio Frasca +9
cs.LGcs.AIcs.NEarXiv:2502.14546v12025
Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization
Jiantong Jiang, Peiyu Yang, Rui Zhang +1
cs.LGcs.AIcs.CLarXiv:2607.08057v12026
A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts
Lucy Harris, Andrew T. T. McRae, Matthew Chantry +2
physics.ao-phcs.AIcs.CVarXiv:2204.02028v22022
More Perspectives, Stronger Signals: Multi-Perspective Enhancement and Progressive Fusion for Multimodal Entity Representation Learning
Chenyi Xiong, Yan Zhang, Jing Hu +5
cs.AIarXiv:2608.29139v12026
Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents
Varun Pratap Bhardwaj
cs.AIcs.MAcs.SEarXiv:2602.22302v12026
Oculi: A Conversational Agentic Platform for Automated Credit Risk Analysis
Vennise Ho, Kristian Diana, Sandy Mourad +3
cs.AIcs.LGarXiv:2608.28944v12026
Removing RLHF Protections in GPT-4 via Fine-Tuning
Qiusi Zhan, Richard Fang, Rohan Bindu +3
cs.CLcs.AIarXiv:2311.05553v32023
Robin: A multi-agent system for automating scientific discovery
Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener +7
cs.AIcs.MAq-bio.QMarXiv:2505.13400v12025
Linear Mode Connectivity in Multitask and Continual Learning
Seyed Iman Mirzadeh, Mehrdad Farajtabar, Dilan Gorur +2
cs.LGcs.AIcs.CVarXiv:2010.04495v12020
AOI-Net: Structural Face AOI-Guided Eye-Gaze Track Representation Learning for Autism Spectrum Disorder Detection
Zhanpei Huang, Binbin Sun, Jialiang Chen +5
cs.CVcs.AIcs.ETarXiv:2608.29289v12026
OCGQuant: Outlier-Companion Grouping for NVFP4 Quantization
Yishan Yao, Binjun Li, Hanling Yi +5
cs.CLcs.AIcs.LGarXiv:2609.00066v12026
Unsupervised Diverse Colorization via Generative Adversarial Networks
Yun Cao, Zhiming Zhou, Weinan Zhang +1
cs.CVcs.AIarXiv:1702.06674v22017
Doc-to-LoRA: Learning to Instantly Internalize Contexts
Rujikorn Charakorn, Edoardo Cetin, Shinnosuke Uesaka +1
cs.CLcs.AIarXiv:2602.15902v12026
LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning
Zhibin Lan, Liqiang Niu, Fandong Meng +2
cs.CVcs.AIcs.CLarXiv:2503.04812v22025
Getting pwn'd by AI: Penetration Testing with Large Language Models
Andreas Happe, Jürgen Cito
cs.CLcs.AIcs.CRarXiv:2308.00121v32023
ContextAgent: Context-Aware Proactive LLM Agents with Open-World Sensory Perceptions
Bufang Yang, Lilin Xu, Liekang Zeng +7
cs.AIcs.CLcs.HCarXiv:2505.14668v22025
Test-time regression: a unifying framework for designing sequence models with associative memory
Ke Alexander Wang, Jiaxin Shi, Emily B. Fox
cs.LGcs.AIcs.NEarXiv:2501.12352v32025
DocIntent: Answerability-Guided Agentic Restoration for Real-World Document Visual Question Answering
Zihan Huang, Shihang Wu, Junle Liu +4
cs.CVcs.AIarXiv:2608.29037v12026
From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents
Pritam Dash, Tongyu Ge, Aditi Jain +2
cs.CRcs.AIarXiv:2606.04329v22026
TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms
Jovan Stojkovic, Chaojie Zhang, Íñigo Goiri +5
cs.DCcs.AIarXiv:2501.02600v12025
Not Safe for All: Auditing the Dialect Penalty in Text-to-Image Safety Pipelines
Minkyu Kim, Juhwan Choi, YoungBin Kim
cs.AIarXiv:2608.29589v12026
Meta Context Engineering via Agentic Skill Evolution
Haoran Ye, Xuning He, Vincent Arak +2
cs.AIcs.NEarXiv:2601.21557v22026
Large Language Models to Enhance Bayesian Optimization
Tennison Liu, Nicolás Astorga, Nabeel Seedat +1
cs.LGcs.AIarXiv:2402.03921v22024
PyVision: Agentic Vision with Dynamic Tooling
Shitian Zhao, Haoquan Zhang, Shaoheng Lin +4
cs.CLcs.AIcs.CVarXiv:2507.07998v32025
Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks
Hoagy Cunningham, Jerry Wei, Zihan Wang +26
cs.CRcs.AIarXiv:2601.04603v12026
UserBench: An Interactive Gym Environment for User-Centric Agents
Cheng Qian, Zuxin Liu, Akshara Prabhakar +9
cs.AIcs.CLcs.LGarXiv:2507.22034v12025

Artificial Intelligence

AI Literacy in K-12 and Higher Education in the Wake of Generative AI: An Integrative Review

Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities

Formal Policy Enforcement for Real-World Agentic Systems

Neural Language Modeling by Jointly Learning Syntax and Lexicon

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems

MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models

Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory

A Survey on the Optimization of Large Language Model-based Agents

R1-ShareVL: Incentivizing Reasoning Capability of Multimodal Large Language Models via Share-GRPO

Perceptive Humanoid Parkour: Chaining Dynamic Human Skills via Motion Matching

The Assistant's Ideal Self

When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail

BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval

Advancing Multi-Agent Systems Through Model Context Protocol: Architecture, Implementation, and Applications

STAMP: Scalable Task And Model-agnostic Collaborative Perception

Beyond Token Positions: Safety Alignment Across Denoising Steps in Diffusion Language Models

Operational Regimes in Non-Convex Optimization: A Multiplier-Based Taxonomy

Securing Agentic AI: A Comprehensive Threat Model and Mitigation Framework for Generative AI Agents

Does RAG Know When Retrieval Is Wrong? Diagnosing Context Compliance under Knowledge Conflict

Are Language Models Models?

The Impact of Reasoning Step Length on Large Language Models

Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends

Centering before Pruning: Lightweight Geometry Correction for Diversity-Based Visual Token Pruning in LVLMs

Parameter-Efficient Fine-Tuning for Foundation Models

NVIDIA FLARE: Federated Learning from Simulation to Real-World

EpaCache: Error-Propagation-Aware Caching for Accelerating Diffusion-Based Visual Generation

TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs

Augmenting Human Performance with an XR Agent Learning from Online Behavior and BCI Evidence

Incompressible Knowledge Probes: Estimating Black-Box LLM Parameter Counts via Factual Capacity

School of Reward Hacks: Hacking harmless tasks generalizes to misaligned behavior in LLMs

Thinking with Generated Images

Astra: A Multi-Agent System for GPU Kernel Performance Optimization

General In-Hand Object Rotation with Vision and Touch

Adapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agents

Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks

Towards Efficient Large Language Model Serving: A Survey on System-Aware KV Cache Optimization

A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts

More Perspectives, Stronger Signals: Multi-Perspective Enhancement and Progressive Fusion for Multimodal Entity Representation Learning

Agent Behavioral Contracts: Formal Specification and Runtime Enforcement for Reliable Autonomous AI Agents

Oculi: A Conversational Agentic Platform for Automated Credit Risk Analysis

Removing RLHF Protections in GPT-4 via Fine-Tuning

Robin: A multi-agent system for automating scientific discovery

Linear Mode Connectivity in Multitask and Continual Learning

AOI-Net: Structural Face AOI-Guided Eye-Gaze Track Representation Learning for Autism Spectrum Disorder Detection

OCGQuant: Outlier-Companion Grouping for NVFP4 Quantization

Unsupervised Diverse Colorization via Generative Adversarial Networks

Doc-to-LoRA: Learning to Instantly Internalize Contexts

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning

Getting pwn'd by AI: Penetration Testing with Large Language Models

ContextAgent: Context-Aware Proactive LLM Agents with Open-World Sensory Perceptions

Test-time regression: a unifying framework for designing sequence models with associative memory

DocIntent: Answerability-Guided Agentic Restoration for Real-World Document Visual Question Answering

From Untrusted Input to Trusted Memory: A Systematic Study of Memory Poisoning Attacks in LLM Agents

TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms

Not Safe for All: Auditing the Dialect Penalty in Text-to-Image Safety Pipelines

Meta Context Engineering via Agentic Skill Evolution

Large Language Models to Enhance Bayesian Optimization

PyVision: Agentic Vision with Dynamic Tooling

Constitutional Classifiers++: Efficient Production-Grade Defenses against Universal Jailbreaks

UserBench: An Interactive Gym Environment for User-Centric Agents