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.

Search paper metadata (including unsummarized papers)

17,701 to 17,760 of 27,566

MotionInsight: Diagnosing Object Motion Deficiencies in Generated Videos
Jiahao Zhan, Yongrui Ma, Qunliang Xing +6
cs.CVcs.AIarXiv:2609.37030v12026
dattri-LLM: A Unified and Efficient Library for Training Data Attribution at LLM Scale
Shixuan Liu, Tongli Zhou, Junwei Deng +2
cs.LGcs.AIarXiv:2609.38767v12026
Unifying ICL, SFT, KL-Regularized RL Through a Bayesian Lens
Junxin Fan
cs.AIarXiv:2609.05111v12026
MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety
Xiaoyu Wen, Zhida He, Han Qi +7
cs.AIcs.CLcs.LGarXiv:2602.01539v22026
Rethinking On-Policy Self-Distillation for Thinking Models
Simran Kaur, Narutatsu Ri, Yinghui He +2
cs.AIcs.LGarXiv:2607.05184v12026
Mind the Execution Gap: Action-Semantic Mismatch in World-Model Control
Shengtao Wen, Xiang Chen, Yu Tian +3
cs.AIcs.CLcs.IRarXiv:2610.06582v12026
Relational Over-Regularization: Graph-Based AI-Generated Text Detection via Sentence Transition Deviation
Hyeonchu Park, Bugeun Kim
cs.AIarXiv:2608.26694v12026
NeuroActiSep: Detecting Factual Hallucinations from Feed-Forward Neurons in a Single Pass
Ali Derogar Odolou, Reza Nazari, Mostafa Salehi
cs.CLcs.AIcs.LGarXiv:2609.14448v12026
UniFusion: Vision-Language Model as Unified Encoder in Image Generation
Kevin Li, Manuel Brack, Sudeep Katakol +2
cs.CVcs.AIcs.LGarXiv:2510.12789v12025
Reducing hallucination in structured outputs via Retrieval-Augmented Generation
Patrice Béchard, Orlando Marquez Ayala
cs.LGcs.AIcs.CLarXiv:2404.08189v12024
Jingfang: An LLM-Based Multi-Agent System for Precise Medical Consultation and Syndrome Differentiation in Traditional Chinese Medicine
Yehan Yang, Tianhao Ma, Ruotai Li +2
cs.CLcs.AIcs.LGarXiv:2502.04345v32025
Pedestrian Attribute Recognition: A Survey
Xiao Wang, Shaofei Zheng, Rui Yang +4
cs.CVcs.AIcs.LGarXiv:1901.07474v22019
Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling
Zeyu Huang, Tianhao Cheng, Zihan Qiu +4
cs.LGcs.AIcs.CLarXiv:2507.01679v32025
Towards Crafting Text Adversarial Samples
Suranjana Samanta, Sameep Mehta
cs.LGcs.AIcs.CLarXiv:1707.02812v12017
From Attention Masks to Inert Zero-Vector Tokens: OAttention and O-Closure for Token Dynamics
Heyang Gong
cs.AIarXiv:2608.21174v12026
kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation
Rohan Siva, Kai Cheung, Lichi Li +1
cs.SEcs.AIcs.CLarXiv:2603.20311v12026
SIGMA: Structured Noise-Effect-Aware Grouped Multi-Agent Aggregation
Li Mingqian
cs.AIcs.LGcs.MAarXiv:2608.26683v12026
Hypothesize, Evaluate, Refine: A Scientific Agent for PDE Discovery with Unknown Spatial Coefficient Fields
YuJie Huang, WenWu He, ZhuoEr Lin +3
cs.AIcs.LGarXiv:2608.27475v12026
Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-horizon Agents
Yeonjun In, Wonjoong Kim, Sangwu Park +2
cs.AIarXiv:2605.25535v12026
Critique of World Model
Eric Xing, Mingkai Deng, Jinyu Hou
cs.LGcs.AIcs.CLarXiv:2507.05169v52025
On a Class of Bias-Amplifying Variables that Endanger Effect Estimates
Judea Pearl
stat.MEcs.AIarXiv:1203.3503v12012
A Trustworthy Watermarking Framework for LLM-Generated Food Safety Content
Zhongli Fang, Yiran Chen, Lingyun Zhang +4
cs.CRcs.AIarXiv:2609.06708v12026
RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization
Zeng Zhiyuan, Jiashuo Liu, Zhangyue Yin +3
cs.AIarXiv:2511.04285v12025
OntologyBench: Can Dense Retrieval Satisfy Structured Biomedical Constraints?
Xiao Yu Cindy Zhang, Wyeth Wasserman, Jian Zhu
cs.AIarXiv:2609.08174v12026
The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey
Juhee Kim, Xiaoyuan Liu, Zhun Wang +4
cs.CRcs.AIarXiv:2603.11088v12026
BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs
Sangyeon Yoon, Sunkyoung Kim, Hyesoo Hong +5
cs.AIcs.CLarXiv:2603.16557v12026
Player-Driven Emergence in LLM-Driven Game Narrative
Xiangyu Peng, Jessica Quaye, Sudha Rao +10
cs.CLcs.AIarXiv:2404.17027v32024
LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws
Xu Ouyang, Deyi Liu, Yuhang Cai +5
cs.LGcs.AIcs.ITarXiv:2605.23901v12026
Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review
Joel Abenhaim
cs.SEcs.AIarXiv:2608.12440v12026
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Yiping Wang, Qing Yang, Zhiyuan Zeng +11
cs.LGcs.AIcs.CLarXiv:2504.20571v32025
NanoProof: Open and Efficient Automated Theorem Proving in Lean 4
Matěj Kripner, Milan Straka
cs.LGcs.AIarXiv:2610.11605v12026
NeuronFuzz: Safety Neuron Guided Fuzzing for LLM Safety Evaluation
Zhiyuan Xu, Muhammad Firhard Roslan, Joseph Gardiner +2
cs.LGcs.AIcs.CRarXiv:2608.26222v12026
R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model
Hengguang Zhou, Xirui Li, Ruochen Wang +3
cs.AIcs.CVcs.LGarXiv:2503.05132v22025
GBU-Palm: A Multimodal Video Dataset and Benchmark for Palm Presentation Attack Detection
Yingjie Ma, Zitong Yu, Wei Jia +2
cs.CVcs.AIarXiv:2608.14389v12026
Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems
Xingchen Zou, Yuhao Yang, Zheng Chen +4
cs.AIarXiv:2508.02344v22025
Why Jailbreaks Succeed in Diffusion Language Models: An Energy Landscape Analysis
Thong Bach, Dung Nguyen, Thao Minh Le +1
cs.AIarXiv:2609.30841v12026
Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction
Yuanhui Huang, Wenzhao Zheng, Yunpeng Zhang +2
cs.CVcs.AIcs.LGarXiv:2302.07817v22023
StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue
Yuxiong Wang, Ziwei Lin, Bo Wang +2
cs.CLcs.AIarXiv:2608.29326v12026
Song From PI: A Musically Plausible Network for Pop Music Generation
Hang Chu, Raquel Urtasun, Sanja Fidler
cs.SDcs.AIarXiv:1611.03477v12016
TopoMAS: Large Language Model Driven Topological Materials Multiagent System
Baohua Zhang, Xin Li, Huangchao Xu +3
cond-mat.mtrl-scics.AIarXiv:2507.04053v12025
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models
Xiaohang Tang, Keyue Jiang, Che Liu +4
cs.LGcs.AIarXiv:2605.29398v12026
The Price of Anarchy in Disaggregated Inference
Athos Georgiou
cs.ARcs.AIcs.DCarXiv:2606.17081v12026
All-atom Diffusion Transformers: Unified generative modelling of molecules and materials
Chaitanya K. Joshi, Xiang Fu, Yi-Lun Liao +4
cs.LGcs.AIarXiv:2503.03965v22025
Adaptive Conformal Redistribution for Inter-class Transitional Uncertainty in Medical Image Classification
Saibal Ghosh, Samarup Bhattacharya, Sanjoy Kumar Saha +2
cs.CVcs.AIcs.LGarXiv:2609.13303v12026
Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
Yi Liu, Weizhe Wang, Ruitao Feng +5
cs.CRcs.AIcs.CLarXiv:2601.10338v12026
Dialogue Natural Language Inference
Sean Welleck, Jason Weston, Arthur Szlam +1
cs.CLcs.AIarXiv:1811.00671v22018
Nested Learning: The Illusion of Deep Learning Architectures
Ali Behrouz, Meisam Razaviyayn, Peilin Zhong +1
cs.LGcs.AIarXiv:2512.24695v12025
Benchmarking Prompt Sensitivity in Large Language Models
Amirhossein Razavi, Mina Soltangheis, Negar Arabzadeh +3
cs.CLcs.AIcs.IRarXiv:2502.06065v12025
Language Model Cascades: Token-level uncertainty and beyond
Neha Gupta, Harikrishna Narasimhan, Wittawat Jitkrittum +3
cs.CLcs.AIcs.LGarXiv:2404.10136v12024
VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs
Haoran Yuan, Weigang Yi, Zhenyu Zhang +9
cs.ROcs.AIcs.CVarXiv:2603.23481v12026
Residual Stream Duality in Modern Transformer Architectures
Yifan Zhang
cs.LGcs.AIcs.CLarXiv:2603.16039v22026
Semi-Autonomous Formalization of the Vlasov-Maxwell-Landau Equilibrium
Vasily Ilin
cs.AImath.APmath.LOarXiv:2603.15929v22026
CoT Red-Handed: Stress Testing Chain-of-Thought Monitoring
Benjamin Arnav, Pablo Bernabeu-Pérez, Nathan Helm-Burger +3
cs.AIcs.LGarXiv:2505.23575v32025
RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning
Zihan Wang, Kangrui Wang, Qineng Wang +15
cs.LGcs.AIcs.CLarXiv:2504.20073v22025
Strategic Reasoning with Language Models
Kanishk Gandhi, Dorsa Sadigh, Noah D. Goodman
cs.AIcs.CLcs.GTarXiv:2305.19165v12023
Wan-Streamer v0.2: Higher Resolution, Same Latency
Lianghua Huang, Zhi-Fan Wu, Yupeng Shi +23
cs.CVcs.AIcs.GRarXiv:2607.04443v32026
Rep2Skill: Representation-Guided Skill Self-Evolution for LLM Agents
Kaixing Zhang, Changming Li, Yingdong Shi +5
cs.AIarXiv:2609.39149v12026
ATHENA: Knowledge-guided agentic neural architecture search for AutoFormer-based electronic health record modeling
Deyi Li, Qi Xu, Lingyao Li +3
cs.AIcs.MAarXiv:2608.21712v12026
Benchmarking Reinforcement Learning Algorithms on Real-World Robots
A. Rupam Mahmood, Dmytro Korenkevych, Gautham Vasan +2
cs.LGcs.AIcs.ROarXiv:1809.07731v12018
Diffusion models for eye-gaze trajectory generation using position and velocity representations
Laxman Basnet, Alexander Szorkovszky, Pedro G. Lind +2
cs.CVcs.AIcs.NEarXiv:2609.05522v12026

Artificial Intelligence

MotionInsight: Diagnosing Object Motion Deficiencies in Generated Videos

dattri-LLM: A Unified and Efficient Library for Training Data Attribution at LLM Scale

Unifying ICL, SFT, KL-Regularized RL Through a Bayesian Lens

MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety

Rethinking On-Policy Self-Distillation for Thinking Models

Mind the Execution Gap: Action-Semantic Mismatch in World-Model Control

Relational Over-Regularization: Graph-Based AI-Generated Text Detection via Sentence Transition Deviation

NeuroActiSep: Detecting Factual Hallucinations from Feed-Forward Neurons in a Single Pass

UniFusion: Vision-Language Model as Unified Encoder in Image Generation

Reducing hallucination in structured outputs via Retrieval-Augmented Generation

Jingfang: An LLM-Based Multi-Agent System for Precise Medical Consultation and Syndrome Differentiation in Traditional Chinese Medicine

Pedestrian Attribute Recognition: A Survey

Blending Supervised and Reinforcement Fine-Tuning with Prefix Sampling

Towards Crafting Text Adversarial Samples

From Attention Masks to Inert Zero-Vector Tokens: OAttention and O-Closure for Token Dynamics

kRAIG: A Natural Language-Driven Agent for Automated DataOps Pipeline Generation

SIGMA: Structured Noise-Effect-Aware Grouped Multi-Agent Aggregation

Hypothesize, Evaluate, Refine: A Scientific Agent for PDE Discovery with Unknown Spatial Coefficient Fields

Personalize-then-Store: Benchmarking and Learning Personalized Memory for Long-horizon Agents

Critique of World Model

On a Class of Bias-Amplifying Variables that Endanger Effect Estimates

A Trustworthy Watermarking Framework for LLM-Generated Food Safety Content

RLoop: An Self-Improving Framework for Reinforcement Learning with Iterative Policy Initialization

OntologyBench: Can Dense Retrieval Satisfy Structured Biomedical Constraints?

The Attack and Defense Landscape of Agentic AI: A Comprehensive Survey

BenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMs

Player-Driven Emergence in LLM-Driven Game Narrative

LLMs as Noisy Channels: A Shannon Perspective on Model Capacity and Scaling Laws

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

Reinforcement Learning for Reasoning in Large Language Models with One Training Example

NanoProof: Open and Efficient Automated Theorem Proving in Lean 4

NeuronFuzz: Safety Neuron Guided Fuzzing for LLM Safety Evaluation

R1-Zero's "Aha Moment" in Visual Reasoning on a 2B Non-SFT Model

GBU-Palm: A Multimodal Video Dataset and Benchmark for Palm Presentation Attack Detection

Traffic-R1: Reinforced LLMs Bring Human-Like Reasoning to Traffic Signal Control Systems

Why Jailbreaks Succeed in Diffusion Language Models: An Energy Landscape Analysis

Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction

StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue

Song From PI: A Musically Plausible Network for Pop Music Generation

TopoMAS: Large Language Model Driven Topological Materials Multiagent System

GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models

The Price of Anarchy in Disaggregated Inference

All-atom Diffusion Transformers: Unified generative modelling of molecules and materials

Adaptive Conformal Redistribution for Inter-class Transitional Uncertainty in Medical Image Classification

Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale

Dialogue Natural Language Inference

Nested Learning: The Illusion of Deep Learning Architectures

Benchmarking Prompt Sensitivity in Large Language Models

Language Model Cascades: Token-level uncertainty and beyond

VTAM: Video-Tactile-Action Models for Complex Physical Interaction Beyond VLAs

Residual Stream Duality in Modern Transformer Architectures

Semi-Autonomous Formalization of the Vlasov-Maxwell-Landau Equilibrium

CoT Red-Handed: Stress Testing Chain-of-Thought Monitoring

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning

Strategic Reasoning with Language Models

Wan-Streamer v0.2: Higher Resolution, Same Latency

Rep2Skill: Representation-Guided Skill Self-Evolution for LLM Agents

ATHENA: Knowledge-guided agentic neural architecture search for AutoFormer-based electronic health record modeling

Benchmarking Reinforcement Learning Algorithms on Real-World Robots

Diffusion models for eye-gaze trajectory generation using position and velocity representations