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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21,481 to 21,540 of 27,525

Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
Liyan Tang, Tanya Goyal, Alexander R. Fabbri +6
cs.CLcs.AIarXiv:2205.12854v22022
BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation
Jingwen Xu, Yiyang Lu, Zisu Huang +9
cs.LGcs.AIcs.SEarXiv:2602.02554v12026
Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents
Raj Jaiswal, Dhruv Jain, Harsh Parimal Popat +4
cs.AIarXiv:2412.00821v12024
LoL: Longer than Longer, Scaling Video Generation to Hour
Justin Cui, Jie Wu, Ming Li +6
cs.CVcs.AIarXiv:2601.16914v12026
HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
Mude Hui, Siwei Yang, Bingchen Zhao +5
cs.CVcs.AIarXiv:2404.09990v12024
LoomSC: Scalable Deep Subspace Clustering with Projector Factorization and Exact Spectral Reduction
Nairouz Mrabah, Youssef Melki, Mohamed Bouguessa +3
cs.CVcs.AIarXiv:2610.10266v12026
RepairAgent: An Autonomous, LLM-Based Agent for Program Repair
Islem Bouzenia, Premkumar Devanbu, Michael Pradel
cs.SEcs.AIarXiv:2403.17134v22024
You Only Need 2/3 of the Chosen Experts: An Empirical Study of Dynamic Expert Pruning in Fine-Grained MoE LLMs
Yuanteng Chen, Qiwei Lai, Chen Tianqi +7
cs.LGcs.AIarXiv:2609.25809v12026
Deep Network Guided Proof Search
Sarah Loos, Geoffrey Irving, Christian Szegedy +1
cs.AIcs.LGcs.LOarXiv:1701.06972v12017
SoK: Rethinking Jailbreaking in the Era of Agentic AI: Attacks, Defenses, and Practical Consideration
Md Jueal Mia, Yanzhao Wu, Selcuk Uluagac +1
cs.AIarXiv:2609.12413v12026
When Single-Agent with Skills Replace Multi-Agent Systems and When They Fail
Xiaoxiao Li
cs.AIcs.MAarXiv:2601.04748v22026
Nash Learning from Human Feedback
Rémi Munos, Michal Valko, Daniele Calandriello +14
stat.MLcs.AIcs.GTarXiv:2312.00886v42023
MobileMoE: Scaling On-Device Mixture of Experts
Yanbei Chen, Hanxian Huang, Ernie Chang +5
cs.LGcs.AIcs.CLarXiv:2605.27358v12026
Agentic discovery of blood biomarker from distilled private health records
Seffi Cohen, Liat Antwarg Friedman, Amir Anisman +7
cs.AIarXiv:2610.04749v12026
D-DOIT: Training-free Adaptation of Discrete Diffusion via Doob's h-Transform
Jieke Wu, Qijie Zhu, Weimin Wu +3
cs.LGcs.AIarXiv:2610.04938v12026
AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories
Zhiyi Lyu, Yewen Li, Longtao Zheng +7
cs.AIarXiv:2609.05837v12026
Neural Fine-Gray: Monotonic neural networks for competing risks
Vincent Jeanselme, Chang Ho Yoon, Brian Tom +1
cs.LGcs.AIstat.MLarXiv:2305.06703v12023
Scaling Small Agents Through Strategy Auctions
Lisa Alazraki, William F. Shen, Yoram Bachrach +1
cs.MAcs.AIcs.CLarXiv:2602.02751v32026
Safe Trajectory Generation for Complex Urban Environments Using Spatio-temporal Semantic Corridor
Wenchao Ding, Lu Zhang, Jing Chen +1
cs.ROcs.AIcs.MAarXiv:1906.09788v12019
HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs
Pravendra Singh, Vinay Kumar Verma, Piyush Rai +1
cs.CVcs.AIcs.LGarXiv:1903.04120v22019
QuSema: Detecting Silent Bugs in Quantum Libraries via Quantum-knowledge-enhanced Agents
Yujin Song, Kaining Zhang, Qixin Zhang +3
cs.SEcs.AIquant-pharXiv:2610.10258v12026
VideoResearchAgent: Grounded Task Synthesis and Sim-to-Real RL for Open-Web Video Research
Yuhang Zhou, Fei Li, Yuxi Wu +2
cs.AIcs.CVarXiv:2610.04911v12026
Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous Driving
Xinyu Zhang, Zewei Zhou, Zhaoyi Wang +3
cs.LGcs.AIcs.CVarXiv:2502.16589v32025
A rubric landscape for evaluating clinical reasoning in large language models: what exists, what is missing, and what needs to be combined
Zhangshu Joshua Jiang, Zina Ibrahim, James T. Teo
cs.CLcs.AIarXiv:2610.01938v12026
Sycophancy Hides Linearly in the Attention Heads
Rifo Genadi, Munachiso Nwadike, Nurdaulet Mukhituly +3
cs.CLcs.AIarXiv:2601.16644v12026
A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos
Yang Yao, Xuan Tong, Ruofan Wang +5
cs.CRcs.AIcs.CLarXiv:2502.15806v22025
User Experience Design Professionals' Perceptions of Generative Artificial Intelligence
Jie Li, Hancheng Cao, Laura Lin +3
cs.CYcs.AIcs.ETarXiv:2309.15237v22023
Large-scale Reinforcement Learning for Diffusion Models
Yinan Zhang, Eric Tzeng, Yilun Du +1
cs.CVcs.AIcs.LGarXiv:2401.12244v12024
Why Subliminal Learning Needs So Much Data: A Noisy Inverse View through Steering Vector Recovery
Luoyu Chen, Xiaoyu Ding, Weiqi Wang +4
cs.LGcs.AIarXiv:2610.04907v12026
TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning
Yinuo Wang, Mining Tan, Wenxiang Jiao +5
cs.AIcs.CLcs.LGarXiv:2601.04698v12026
AgentServeSim: Serving-System Simulation and Policy Search for LLM Agent Programs
Rakibul Hasan Rajib, Mengxin Zheng, Qian Lou
cs.CLcs.AIarXiv:2606.09613v32026
Toward Robust Personalized Alignment for LLMs: Mitigating Persona Drift in Multi-Turn Dialogue
Youyuan Zhang, Siyuan Li, Fangming Liu +1
cs.AIarXiv:2609.12373v12026
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
Mengkang Hu, Tianxing Chen, Yude Zou +7
cs.CLcs.AIarXiv:2502.13092v22025
Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness
Steven Landgraf, Markus Hillemann, Markus Ulrich
cs.CVcs.AIcs.LGarXiv:2506.05917v12025
Smart Augmentation - Learning an Optimal Data Augmentation Strategy
Joseph Lemley, Shabab Bazrafkan, Peter Corcoran
cs.AIcs.LGstat.MLarXiv:1703.08383v12017
Conservative Agency via Attainable Utility Preservation
Alexander Matt Turner, Dylan Hadfield-Menell, Prasad Tadepalli
cs.AIarXiv:1902.09725v32019
Skytopia: Monocular Drone Navigation with Action-Conditioned Latent World Models
Yuhang Zhang, Rangya Zhang, Yujing Shang +6
cs.ROcs.AIarXiv:2609.26007v12026
Superposition of many models into one
Brian Cheung, Alex Terekhov, Yubei Chen +2
cs.LGcs.AIcs.NEarXiv:1902.05522v22019
E-GraphSAGE: A Graph Neural Network based Intrusion Detection System for IoT
Wai Weng Lo, Siamak Layeghy, Mohanad Sarhan +2
cs.NIcs.AIcs.CRarXiv:2103.16329v82021
A Survey on Face Data Augmentation
Xiang Wang, Kai Wang, Shiguo Lian
cs.CVcs.AIcs.LGarXiv:1904.11685v12019
$Z^2$-ACT: End-to-End Verifiable Agentic Intent Control for Open 6G RAN
Sunder Ali Khowaja, Kapal Dev, George C. Alexandropoulos
cs.CRcs.AIcs.NIarXiv:2608.21049v12026
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
Rishabh Tiwari, Haocheng Xi, Aditya Tomar +7
cs.LGcs.AIarXiv:2502.10424v12025
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
Xiangfei Qiu, Jilin Hu, Lekui Zhou +8
cs.LGcs.AIcs.CYarXiv:2403.20150v42024
PASTABench: Proactive Assessment of Sequential Trajectories for Agent Safety
Jiapeng Sun, Yujin Zhou, Han Zhu +4
cs.AIcs.CLarXiv:2609.28197v12026
FedTP: Federated Learning by Transformer Personalization
Hongxia Li, Zhongyi Cai, Jingya Wang +4
cs.LGcs.AIarXiv:2211.01572v22022
Cluster Validation Indices as Self-Supervised Objectives for Text Representation Learning
Kishor Kumar Bhaumik, Nicolas Roque dos Santos, Neil Shah +2
cs.CLcs.AIarXiv:2610.04830v12026
A Unified Lottery Ticket Hypothesis for Graph Neural Networks
Tianlong Chen, Yongduo Sui, Xuxi Chen +2
cs.LGcs.AIstat.MLarXiv:2102.06790v22021
Reviving our data foundations is the most disruptive step to data maturity
Valentina Carapella, Ernesto Jimenez-Ruiz
cs.AIarXiv:2608.29368v12026
DICE: Decoupling Capability from Intervention Necessity in LLM Tutoring
Sayantan Pal, Kaiyi Ji, Rohini K. Srihari
cs.AIarXiv:2610.04825v12026
OVIBench: Benchmarking Online Video Question Answering under Interruption
Naiming Liu, Zhiheng Wu, Shuning Wang +3
cs.CVcs.AIarXiv:2608.22279v12026
Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking
Greta Warren, Irina Shklovski, Isabelle Augenstein
cs.HCcs.AIcs.CLarXiv:2502.09083v12025
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
Xinyi Hou, Yanjie Zhao, Shenao Wang +1
cs.CRcs.AIarXiv:2503.23278v22025
Finite-Sample Probabilistic Safety Certification for AI-Based Grid-Edge Coordination
Yihong Zhou, Hanbin Yang, Thomas Morstyn
cs.AIcs.LGcs.SYarXiv:2609.28182v12026
CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation
Xintao Wang, Heng Wang, Yifei Zhang +9
cs.CLcs.AIarXiv:2502.09082v32025
What Is Your Agent's GPA? A Framework for Evaluating Agent Goal-Plan-Action Alignment
Allison Sihan Jia, Daniel Huang, Nikhil Vytla +5
cs.AIcs.MAarXiv:2510.08847v22025
PA-CoT: Profile-Adaptive Chain-of-Thought for Personalized Nutritional Consulting
Evgenii Garmashov, Nikita Kulin, Artur Khairullin +5
cs.HCcs.AIcs.CLarXiv:2608.24907v12026
Decentralized Collaborative Learning of Personalized Models over Networks
Paul Vanhaesebrouck, Aurélien Bellet, Marc Tommasi
cs.LGcs.AIcs.DCarXiv:1610.05202v22016
Epistemic Sybil Resistance: Multiplying AI Agents Without Multiplying Evidence
Marc Bara
cs.AIcs.MAarXiv:2609.01873v12026
Recurrent computations for visual pattern completion
Hanlin Tang, Martin Schrimpf, Bill Lotter +6
q-bio.NCcs.AIcs.CVarXiv:1706.02240v22017
DeltaTTT: Layerwise Optimization for Nonlinear Recurrent Memory
Yining Li, Dongchen Han, Jie Fu +1
cs.LGcs.AIcs.CLarXiv:2610.08553v12026

Artificial Intelligence

Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors

BatCoder: Self-Supervised Bidirectional Code-Documentation Learning via Back-Translation

Improving Physics Reasoning in Large Language Models Using Mixture of Refinement Agents

LoL: Longer than Longer, Scaling Video Generation to Hour

HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

LoomSC: Scalable Deep Subspace Clustering with Projector Factorization and Exact Spectral Reduction

RepairAgent: An Autonomous, LLM-Based Agent for Program Repair

You Only Need 2/3 of the Chosen Experts: An Empirical Study of Dynamic Expert Pruning in Fine-Grained MoE LLMs

Deep Network Guided Proof Search

SoK: Rethinking Jailbreaking in the Era of Agentic AI: Attacks, Defenses, and Practical Consideration

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

Nash Learning from Human Feedback

MobileMoE: Scaling On-Device Mixture of Experts

Agentic discovery of blood biomarker from distilled private health records

D-DOIT: Training-free Adaptation of Discrete Diffusion via Doob's h-Transform

AgentBrew: Offline Tool-Use Agent Learning from Raw Real-World Trajectories

Neural Fine-Gray: Monotonic neural networks for competing risks

Scaling Small Agents Through Strategy Auctions

Safe Trajectory Generation for Complex Urban Environments Using Spatio-temporal Semantic Corridor

HetConv: Heterogeneous Kernel-Based Convolutions for Deep CNNs

QuSema: Detecting Silent Bugs in Quantum Libraries via Quantum-knowledge-enhanced Agents

VideoResearchAgent: Grounded Task Synthesis and Sim-to-Real RL for Open-Web Video Research

Co-MTP: A Cooperative Trajectory Prediction Framework with Multi-Temporal Fusion for Autonomous Driving

A rubric landscape for evaluating clinical reasoning in large language models: what exists, what is missing, and what needs to be combined

Sycophancy Hides Linearly in the Attention Heads

A Mousetrap: Fooling Large Reasoning Models for Jailbreak with Chain of Iterative Chaos

User Experience Design Professionals' Perceptions of Generative Artificial Intelligence

Large-scale Reinforcement Learning for Diffusion Models

Why Subliminal Learning Needs So Much Data: A Noisy Inverse View through Steering Vector Recovery

TourPlanner: A Competitive Consensus Framework with Constraint-Gated Reinforcement Learning for Travel Planning

AgentServeSim: Serving-System Simulation and Policy Search for LLM Agent Programs

Toward Robust Personalized Alignment for LLMs: Mitigating Persona Drift in Multi-Turn Dialogue

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation

Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness

Smart Augmentation - Learning an Optimal Data Augmentation Strategy

Conservative Agency via Attainable Utility Preservation

Skytopia: Monocular Drone Navigation with Action-Conditioned Latent World Models

Superposition of many models into one

E-GraphSAGE: A Graph Neural Network based Intrusion Detection System for IoT

A Survey on Face Data Augmentation

$Z^2$-ACT: End-to-End Verifiable Agentic Intent Control for Open 6G RAN

QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

PASTABench: Proactive Assessment of Sequential Trajectories for Agent Safety

FedTP: Federated Learning by Transformer Personalization

Cluster Validation Indices as Self-Supervised Objectives for Text Representation Learning

A Unified Lottery Ticket Hypothesis for Graph Neural Networks

Reviving our data foundations is the most disruptive step to data maturity

DICE: Decoupling Capability from Intervention Necessity in LLM Tutoring

OVIBench: Benchmarking Online Video Question Answering under Interruption

Show Me the Work: Fact-Checkers' Requirements for Explainable Automated Fact-Checking

Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions

Finite-Sample Probabilistic Safety Certification for AI-Based Grid-Edge Coordination

CoSER: A Comprehensive Literary Dataset and Framework for Training and Evaluating LLM Role-Playing and Persona Simulation

What Is Your Agent's GPA? A Framework for Evaluating Agent Goal-Plan-Action Alignment

PA-CoT: Profile-Adaptive Chain-of-Thought for Personalized Nutritional Consulting

Decentralized Collaborative Learning of Personalized Models over Networks

Epistemic Sybil Resistance: Multiplying AI Agents Without Multiplying Evidence

Recurrent computations for visual pattern completion

DeltaTTT: Layerwise Optimization for Nonlinear Recurrent Memory