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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22,441 to 22,500 of 27,486

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution
Zhiyuan Yao, Yuxin Chen, Zhengxi Lu +13
cs.LGcs.AIarXiv:2607.26784v12026
Second-order Non-local Attention Networks for Person Re-identification
Bryan, Xia, Yuan Gong +2
cs.CVcs.AIcs.LGarXiv:1909.00295v12019
Lexical Coupling in GUI Element Grounding: Sentence Embeddings Track Labels across Mobile and Web
Qijia Chen, Giulio Jacucci
cs.CLcs.AIcs.HCarXiv:2608.21794v12026
"I understand your perspective": LLM Persuasion through the Lens of Communicative Action Theory
Esra Dönmez, Agnieszka Falenska
cs.CLcs.AIcs.CYarXiv:2606.08076v22026
TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks
Zhaoyang Chu, Jiarui Hu, Xingyu Jiang +8
cs.AIarXiv:2605.22535v12026
No Pain, More Gain: Iterative Merging for Effective Multi-Teacher On-Policy Distillation
Seonghyeon Kim, Chaeyun Jang, Noah Lee +2
cs.LGcs.AIarXiv:2609.34745v12026
Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
Jacopo Ghirri, Carlos Rodriguez-Pardo, Lara Aleluia Reis +1
cs.LGcs.AIecon.GNarXiv:2608.18690v12026
PRISM: A Category-Theoretic Framework for Measuring and Refining Multimodal Analogies
Mirella Zeisler, Ojas Shirekar, Mircea Licǎ +1
cs.AIarXiv:2610.01383v12026
AutomationBench
Daniel Shepard, Robin Salimans
cs.AIarXiv:2604.18934v12026
The Denario project: Deep knowledge AI agents for scientific discovery
Francisco Villaescusa-Navarro, Boris Bolliet, Pablo Villanueva-Domingo +33
cs.AIcs.CLcs.LGarXiv:2510.26887v12025
A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI
Erico Tjoa, Cuntai Guan
cs.LGcs.AIarXiv:1907.07374v52019
The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development?
Xinyu Lu, Tianshu Wang, Pengbo Wang +8
cs.AIcs.CLarXiv:2606.04455v12026
Zero-shot Referring Image Segmentation with Global-Local Context Features
Seonghoon Yu, Paul Hongsuck Seo, Jeany Son
cs.CVcs.AIcs.CLarXiv:2303.17811v22023
Are We Really Doing Few-Shot Learning? A Critical Examination of Pre-Training Assumptions
Alejandro Galan-Cuenca, Marcelo Saval-Calvo, Antonio Javier Gallego
cs.CVcs.AIcs.LGarXiv:2609.10851v12026
Recurrent Orthogonal Networks and Long-Memory Tasks
Mikael Henaff, Arthur Szlam, Yann LeCun
cs.NEcs.AIcs.LGarXiv:1602.06662v22016
KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta
Gang Liao, Hongsen Qin, Ying Wang +36
cs.LGcs.AIcs.ARarXiv:2512.23236v42025
Reliability of LLM Judges for Evaluating Entity Alignment
Vaibhava Lakshmi Ravideshik, Mayank Kejriwal
cs.AIarXiv:2610.09554v12026
DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications
Nathanaël Perraudin, Michaël Defferrard, Tomasz Kacprzak +1
astro-ph.COastro-ph.IMcs.AIarXiv:1810.12186v22018
Revealing Epistemic Uncertainty in MLLMs via Causal-Invariant Masking
Haoyang Luo, Linwei Tao, Jie Gui +4
cs.CVcs.AIarXiv:2610.02887v12026
Deep Learning for Multivariate Time Series Imputation: A Survey
Jun Wang, Wenjie Du, Yiyuan Yang +6
cs.LGcs.AIarXiv:2402.04059v32024
LePlanner: An Iterative Amortized Controller For World Models
Saksham Bansal, Om Naphade, Chayan Aggarwal +1
cs.ROcs.AIarXiv:2609.13845v12026
dLLM: Simple Diffusion Language Modeling
Zhanhui Zhou, Lingjie Chen, Hanghang Tong +1
cs.CLcs.AIcs.LGarXiv:2602.22661v12026
Large Language Models Understand and Can be Enhanced by Emotional Stimuli
Cheng Li, Jindong Wang, Yixuan Zhang +6
cs.CLcs.AIcs.HCarXiv:2307.11760v72023
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
Samuele Poppi, Zheng-Xin Yong, Yifei He +4
cs.CLcs.AIcs.CRarXiv:2410.18210v22024
The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic
Ole-Christoffer Granmo
cs.AIcs.CVcs.LGarXiv:1804.01508v152018
A Systematic Review on Fostering Appropriate Trust in Human-AI Interaction
Siddharth Mehrotra, Chadha Degachi, Oleksandra Vereschak +2
cs.HCcs.AIarXiv:2311.06305v12023
Hallucinations in LLMs: A Lifecycle-Based Survey of Causes, Detection, Mitigation, and Prevention
Naveen Lamba, Sanju Tiwari, Manas Gaur
cs.CLcs.AIarXiv:2608.26168v12026
Beyond Single-Negative Preference: Multi-Negative DPO for LLM-Centric Historical Entity Linking
Tien Nam Nguyen, Emanuela Boros, Ahmed Hamdi +3
cs.CLcs.AIarXiv:2609.07379v22026
Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task
Nataliya Kosmyna, Eugene Hauptmann, Ye Tong Yuan +5
cs.AIarXiv:2506.08872v22025
Fold'EM: Direct atomic structure inference from Cryo-EM particles
Advaith Maddipatla, Märt-Erik Mäeots, Marco Pegoraro +5
q-bio.BMcs.AIarXiv:2610.01358v12026
Identifying Linear Relational Concepts in Large Language Models
David Chanin, Anthony Hunter, Oana-Maria Camburu
cs.CLcs.AIarXiv:2311.08968v22023
The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training
Hengjie Cao, Zhendong Huang, Mengyi Chen +15
cs.LGcs.AIarXiv:2603.10444v22026
Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework
Yongzhi Liu, Sunan Zhang, Jinchang Xu +4
cs.ROcs.AIcs.LGarXiv:2609.00385v12026
BEE: Intervention-Adaptive Real-World Reinforcement Learning with Vision-Language-Action Models
Weihui Zhao, Xiaohan Yan, Zunian Wan +14
cs.ROcs.AIarXiv:2609.27450v12026
Platform Adaptation Under Governance Interventions: Actor Best-Response Modeling and an External Public-Case Benchmark
Wesley Shu, Peng Wei
cs.AIcs.CYarXiv:2608.15131v12026
Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space
Josephine Maria Thomas, Alessandro Muscoloni, Sara Ciucci +2
cond-mat.dis-nncs.AIcs.LGarXiv:1602.06522v12016
Large Language Models to Enhance Bayesian Optimization
Tennison Liu, Nicolás Astorga, Nabeel Seedat +1
cs.LGcs.AIarXiv:2402.03921v22024
TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications
David Salinas, Nick Erickson
cs.LGcs.AIarXiv:2311.02971v32023
Thought Crime: Backdoors and Emergent Misalignment in Reasoning Models
James Chua, Jan Betley, Mia Taylor +1
cs.LGcs.AIcs.CLarXiv:2506.13206v22025
TRACE: Trajectory Return Attribution and Contrastive Erasure for Multi-Turn Safety
Fengpeng Li, Kemou Li, Qizhou Wang +3
cs.AIarXiv:2610.01323v12026
GuardPaint:SpeculativeSafetyDecodingforText-to-ImageGeneration
Shreyash Dhoot, Paras Dhiman, Arsh Abbas Naqvi +4
cs.CVcs.AIarXiv:2608.21869v12026
A Distributional Perspective on Reinforcement Learning
Marc G. Bellemare, Will Dabney, Rémi Munos
cs.LGcs.AIstat.MLarXiv:1707.06887v12017
Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System
M. Kearns, D. Litman, S. Singh +1
cs.LGcs.AIarXiv:1106.0676v12011
Adaptive Keyframe Sampling for Long Video Understanding
Xi Tang, Jihao Qiu, Lingxi Xie +3
cs.CVcs.AIcs.LGarXiv:2502.21271v12025
Feature Selective Model Collapse in Diffusion Models: Total Replacement versus Fixed-Budget Training
Hanna Malet, Gabriel Turinici
cs.LGcs.AImath.STarXiv:2610.01318v12026
Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding
Jingyuan Huang, Zuming Huang, Yucheng Shi +4
cs.AIarXiv:2606.18101v22026
Brain decoding: toward real-time reconstruction of visual perception
Yohann Benchetrit, Hubert Banville, Jean-Rémi King
eess.IVcs.AIcs.LGarXiv:2310.19812v32023
Debate Helps Supervise Unreliable Experts
Julian Michael, Salsabila Mahdi, David Rein +4
cs.AIcs.CLarXiv:2311.08702v12023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines
Omar Khattab, Arnav Singhvi, Paridhi Maheshwari +10
cs.CLcs.AIcs.IRarXiv:2310.03714v12023
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
Hongda Sun, Weikai Xu, Wei Liu +5
cs.AIcs.CLarXiv:2310.18659v22023
Text Matching as Image Recognition
Liang Pang, Yanyan Lan, Jiafeng Guo +3
cs.CLcs.AIarXiv:1602.06359v12016
CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents
Hanna Foerster, Tom Blanchard, Kristina Nikolić +6
cs.AIarXiv:2601.09923v32026
Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?
Caixin Kang, Tianyu Yan, Sitong Gong +8
cs.AIcs.CVcs.CYarXiv:2605.22109v12026
ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review
Palash Goyal, Mihir Parmar, Yiwen Song +3
cs.MAcs.AIcs.LGarXiv:2601.22638v22026
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
Yuda Song, Gokul Swamy, Aarti Singh +2
cs.LGcs.AIcs.CLarXiv:2406.01462v22024
The Expressive Power of Low-Rank Adaptation
Yuchen Zeng, Kangwook Lee
cs.LGcs.AIcs.CLarXiv:2310.17513v32023
Learning an Urban Air Mobility Encounter Model from Expert Preferences
Sydney M. Katz, Anne-Claire Le Bihan, Mykel J. Kochenderfer
cs.AIarXiv:1907.05575v12019
Emergent Unfaithfulness: How Alignment Training Causes Language Models to Silently Override Task Faithfulness
Pardis Sadat Zahraei, Janvijay Singh, Gokhan Tur +1
cs.CLcs.AIarXiv:2610.00568v12026
Dependency-Aware Reward Shaping for Agentic Reinforcement Learning
Ziyi Chen, Yan Zhang, Jianhui Wei +2
cs.AIarXiv:2610.01207v12026
Feedback-Assisted Trust Propagation over Document Relation Graphs for Retrieval-Augmented Generation
Zhuoheng Li, Ying Chen
cs.AIarXiv:2609.00543v12026

Artificial Intelligence

SkillRise: Agentic Reinforcement Learning for Cross-Task Skill Evolution

Second-order Non-local Attention Networks for Person Re-identification

Lexical Coupling in GUI Element Grounding: Sentence Embeddings Track Labels across Mobile and Web

"I understand your perspective": LLM Persuasion through the Lens of Communicative Action Theory

TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks

No Pain, More Gain: Iterative Merging for Effective Multi-Teacher On-Policy Distillation

Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections

PRISM: A Category-Theoretic Framework for Measuring and Refining Multimodal Analogies

AutomationBench

The Denario project: Deep knowledge AI agents for scientific discovery

A Survey on Explainable Artificial Intelligence (XAI): Towards Medical XAI

The Meta-Agent Challenge: Are Current Agents Capable of Autonomous Agent Development?

Zero-shot Referring Image Segmentation with Global-Local Context Features

Are We Really Doing Few-Shot Learning? A Critical Examination of Pre-Training Assumptions

Recurrent Orthogonal Networks and Long-Memory Tasks

KernelEvolve: Scaling Agentic Kernel Coding for Heterogeneous AI Accelerators at Meta

Reliability of LLM Judges for Evaluating Entity Alignment

DeepSphere: Efficient spherical Convolutional Neural Network with HEALPix sampling for cosmological applications

Revealing Epistemic Uncertainty in MLLMs via Causal-Invariant Masking

Deep Learning for Multivariate Time Series Imputation: A Survey

LePlanner: An Iterative Amortized Controller For World Models

dLLM: Simple Diffusion Language Modeling

Large Language Models Understand and Can be Enhanced by Emotional Stimuli

Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks

The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic

A Systematic Review on Fostering Appropriate Trust in Human-AI Interaction

Hallucinations in LLMs: A Lifecycle-Based Survey of Causes, Detection, Mitigation, and Prevention

Beyond Single-Negative Preference: Multi-Negative DPO for LLM-Centric Historical Entity Linking

Your Brain on ChatGPT: Accumulation of Cognitive Debt when Using an AI Assistant for Essay Writing Task

Fold'EM: Direct atomic structure inference from Cryo-EM particles

Identifying Linear Relational Concepts in Large Language Models

The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training

Risk-Aware Decision-Making for Autonomous Overtaking: A World Model-Based Mixture-of-Experts Framework

BEE: Intervention-Adaptive Real-World Reinforcement Learning with Vision-Language-Action Models

Platform Adaptation Under Governance Interventions: Actor Best-Response Modeling and an External Public-Case Benchmark

Machine learning meets network science: dimensionality reduction for fast and efficient embedding of networks in the hyperbolic space

Large Language Models to Enhance Bayesian Optimization

TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications

Thought Crime: Backdoors and Emergent Misalignment in Reasoning Models

TRACE: Trajectory Return Attribution and Contrastive Erasure for Multi-Turn Safety

GuardPaint:SpeculativeSafetyDecodingforText-to-ImageGeneration

A Distributional Perspective on Reinforcement Learning

Optimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System

Adaptive Keyframe Sampling for Long Video Understanding

Feature Selective Model Collapse in Diffusion Models: Total Replacement versus Fixed-Budget Training

Trust the Right Teacher: Quality-Aware Self-Distillation for GUI Grounding

Brain decoding: toward real-time reconstruction of visual perception

Debate Helps Supervise Unreliable Experts

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy

Text Matching as Image Recognition

CaMeLs Can Use Computers Too: System-level Security for Computer Use Agents

Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?

ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review

The Importance of Online Data: Understanding Preference Fine-tuning via Coverage

The Expressive Power of Low-Rank Adaptation

Learning an Urban Air Mobility Encounter Model from Expert Preferences

Emergent Unfaithfulness: How Alignment Training Causes Language Models to Silently Override Task Faithfulness

Dependency-Aware Reward Shaping for Agentic Reinforcement Learning

Feedback-Assisted Trust Propagation over Document Relation Graphs for Retrieval-Augmented Generation