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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3,421 to 3,480 of 15,389

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals
Lihao Sun, Hang Dong, Bo Qiao +3
cs.CLcs.AIcs.LGarXiv:2604.05655v12026
SQL-Zero: Self-Evolving Text-to-SQL
Daniel Machado Pedrozo, Julia Soares Dollis, Bryan Lincoln Marques de Oliveira +3
cs.AIarXiv:2609.04697v12026
Predicting Spatiotemporal Mobile Sensing-Based PM2.5 Concentrations Using Low-Rank Adapted Spatially Attentive Graph Neural Network
Om Chiddarwar, Priyanka Mandal, Praveen Kumar Chandaliya +1
cs.AIarXiv:2609.04693v12026
Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation
Yuxuan Jiang, Runchao Li, Shubhashis Roy Dipta +2
cs.CLcs.AIarXiv:2605.09253v42026
Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning
Murong Yue, Jie Zhao, Min Zhang +2
cs.CLcs.AIcs.LGarXiv:2310.03094v32023
SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills
Yinghan Hou, Zongyou Yang
cs.CRcs.AIarXiv:2604.06550v32026
Contextual Agentic Memory is a Memo, Not True Memory
Binyan Xu, Xilin Dai, Kehuan Zhang
cs.AIcs.CLarXiv:2604.27707v22026
Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer
Xin Wang, Geoffrey Oxholm, Da Zhang +1
cs.CVcs.AIarXiv:1612.01895v22016
Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning
Pascal Kerschke, Heike Trautmann
stat.MLcs.AIcs.DSarXiv:1711.08921v32017
Continual Graph Memory for Adaptive Recommendation under Intent Drift
Hao Nguyen Ngoc, Tung Nguyen, Nguyen Thi Hanh +2
cs.AIarXiv:2609.04651v12026
Long-Range Indoor Navigation with PRM-RL
Anthony Francis, Aleksandra Faust, Hao-Tien Lewis Chiang +4
cs.ROcs.AIcs.LGarXiv:1902.09458v22019
A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark
Yoga Sri Varshan Varadharajan, Ajay Yadav, Ritesh Goru +5
cs.AIarXiv:2609.04641v12026
MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies
Vasilii Feofanov, Songkang Wen, Jianfeng Zhang +2
cs.LGcs.AIarXiv:2602.17868v12026
Benchmarking LLM Tool-Use in the Wild
Peijie Yu, Wei Liu, Yifan Yang +4
cs.HCcs.AIcs.CLarXiv:2604.06185v12026
How well are open sourced AI-generated image detection models out-of-the-box: A comprehensive benchmark study
Simiao Ren, Yuchen Zhou, Xingyu Shen +9
cs.CVcs.AIarXiv:2602.07814v12026
Behaviorally Grounded User Profiles from the Wild for Personalized Alignment and Multi-Perspective Reasoning
Yuxuan Li, Victor Zhong, Ehsan Kamalloo
cs.CLcs.AIarXiv:2609.00014v12026
SiLR: Structure-Preserving Admission and Process Reward for LLM Tool Agents
Chenyu Zhou, Qiliang Jiang, Shuning Wu +1
cs.AIcs.LGeess.SYarXiv:2609.04629v12026
Action-to-Action Flow Matching
Jindou Jia, Gen Li, Xiangyu Chen +5
cs.ROcs.AIarXiv:2602.07322v22026
Does the Selected Object Reach the Reader? Auditing Identity Handoffs in Grounded Language-Model Pipelines
Siddharth Vohra, Runmin Jiang, Xiaomo Li +1
cs.AIcs.CLarXiv:2609.04579v12026
Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys with Open-ended Questions
Ziang Xiao, Michelle X. Zhou, Q. Vera Liao +4
cs.HCcs.AIarXiv:1905.10700v22019
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion
Ling Yang, Shenda Hong
cs.LGcs.AIarXiv:2202.04770v32022
MoltNet: Understanding Social Behavior of AI Agents in the Agent-Native MoltBook
Yi Feng, Chen Huang, Zhibo Man +4
cs.SIcs.AIarXiv:2602.13458v22026
Reward-Oracle MCTS for Formal Theorem Proving: Sample-Efficient Search and the Need for Kernel-Level Proof Auditing
Bodla Krishna Vamshi, Haizhao Yang
cs.AIcs.LGcs.LOarXiv:2608.28639v12026
A Tractable Inference Algorithm for Diagnosing Multiple Diseases
David Heckerman
cs.AIarXiv:1304.1511v22013
Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein
cs.CLcs.AIarXiv:1509.01599v22015
DexMimicGen: Automated Data Generation for Bimanual Dexterous Manipulation via Imitation Learning
Zhenyu Jiang, Yuqi Xie, Kevin Lin +5
cs.ROcs.AIcs.CVarXiv:2410.24185v22024
AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems
Yihao Zhang, Zeming Wei, Xiaokun Luan +7
cs.CRcs.AIcs.LGarXiv:2603.15727v32026
Measuring Similarity between Artistic and AI Generated Images using Siamese Neural Networks
Diego Castro Elvira, Navil Pineda Rugerio, Jesús García-Ramírez +2
cs.CVcs.AIarXiv:2608.28671v12026
OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset
Shubham Toshniwal, Ivan Moshkov, Sean Narenthiran +3
cs.CLcs.AIcs.LGarXiv:2402.10176v22024
A Rational Analysis of the Effects of Sycophantic AI
Rafael M. Batista, Thomas L. Griffiths
cs.CYcs.AIcs.HCarXiv:2602.14270v12026
From Extraction to Governed Memory: Multi-Agent Knowledge Graph Construction with Domain-Expert Review
Pranav Bykampadi, Neel Mokaria, Vishesh Narayan +2
cs.AIcs.CEcs.DLarXiv:2608.28642v12026
Reuse your FLOPs: Scaling RL on Hard Problems by Conditioning on Very Off-Policy Prefixes
Amrith Setlur, Zijian Wang, Andrew Cohen +2
cs.LGcs.AIcs.CLarXiv:2601.18795v22026
VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks
Shiduo Zhang, Zhe Xu, Peiju Liu +8
cs.ROcs.AIcs.CLarXiv:2412.18194v12024
New Inference Rules for Max-SAT
C. M. Li, F. Manya, J. Planes
cs.AIarXiv:1111.0040v12011
Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC
Cunxi Yu, Haoxing Ren
cs.ARcs.AIarXiv:2604.15082v12026
Grading Scale Impact on LLM-as-a-Judge: Human-LLM Alignment Is Highest on 0-5 Grading Scale
Weiyue Li, Minda Zhao, Weixuan Dong +12
cs.CLcs.AIcs.HCarXiv:2601.03444v12026
Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning
Shixiang Gu, Timothy Lillicrap, Zoubin Ghahramani +3
cs.LGcs.AIcs.ROarXiv:1706.00387v12017
Agent-as-a-Judge
Runyang You, Hongru Cai, Caiqi Zhang +5
cs.CLcs.AIarXiv:2601.05111v12026
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models
Jinhao Duan, Hao Cheng, Shiqi Wang +5
cs.CLcs.AIcs.LGarXiv:2307.01379v32023
How Language Models Choose Sides: Internal Representations of Instruction Hierarchy
Enrique Balp-Straffon, Chih-Hao Hsu, Rushiraj Gadhvi +3
cs.AIcs.CLcs.LGarXiv:2608.28648v12026
PLeak: Prompt Leaking Attacks against Large Language Model Applications
Bo Hui, Haolin Yuan, Neil Gong +2
cs.CRcs.AIcs.LGarXiv:2405.06823v32024
PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics
Zhiao Huang, Yuanming Hu, Tao Du +4
cs.LGcs.AIcs.CVarXiv:2104.03311v12021
Peer Oversight in Collective Decision Making
Sarah Mohsen, Pavel Naumov
cs.GTcs.AIcs.MAarXiv:2608.28754v12026
The reach of a verification tool decides its value: A controlled study of verification surface, artifact quality, and cost in AI coding agents
Achint Mehta
cs.SEcs.AIarXiv:2608.28795v12026
Coding Agents are Effective Long-Context Processors
Weili Cao, Xunjian Yin, Bhuwan Dhingra +1
cs.CLcs.AIarXiv:2603.20432v12026
A parallel corpus of Python functions and documentation strings for automated code documentation and code generation
Antonio Valerio Miceli Barone, Rico Sennrich
cs.CLcs.AIarXiv:1707.02275v12017
The Halt Vector: Internalizing a Causal Steering Intervention for Efficient Reasoning
Dylan Jayabahu, Tinuade Adeleke
cs.LGcs.AIcs.CLarXiv:2608.28859v12026
WebXSkill: Skill Learning for Autonomous Web Agents
Zhaoyang Wang, Qianhui Wu, Xuchao Zhang +12
cs.AIcs.CLarXiv:2604.13318v22026
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
Xinyu Wang, Yong Jiang, Nguyen Bach +4
cs.CLcs.AIcs.LGarXiv:2105.03654v32021
Variational Probabilistic Inference and the QMR-DT Network
T. S. Jaakkola, M. I. Jordan
cs.AIarXiv:1105.5462v12011
Competitive Coevolution through Evolutionary Complexification
R. Miikkulainen, K. O. Stanley
cs.AIarXiv:1107.0037v12011
SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents
Xiaojun Jia, Jie Liao, Simeng Qin +5
cs.CRcs.AIarXiv:2602.14211v32026
OWL2Vec*: Embedding of OWL Ontologies
Jiaoyan Chen, Pan Hu, Ernesto Jimenez-Ruiz +3
cs.AIarXiv:2009.14654v22020
Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)
Mark T. Keane, Barry Smyth
cs.AIarXiv:2005.13997v12020
Spec-Driven Development:From Code to Contract in the Age of AI Coding Assistants
Deepak Babu Piskala
cs.SEcs.AIarXiv:2602.00180v12026
Auditing Reasoning-Trace Memorization Claims after Unlearning with Head-Conditioned Canaries
Yanhang Li, Zhichao Fan, Zexin Zhuang
cs.LGcs.AIarXiv:2605.18891v12026
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
Ilya Verenich, Marlon Dumas, Marcello La Rosa +2
cs.AIcs.LGarXiv:1805.02896v22018
OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
Deming Ding, Shichun Liu, Enhui Yang +12
cs.CLcs.AIarXiv:2601.10343v22026
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking
Octavian-Eugen Ganea, Xinyuan Huang, Charlotte Bunne +4
cs.AIcs.LGarXiv:2111.07786v22021
Reinforced Generation of Combinatorial Structures: Ramsey Numbers
Ansh Nagda, Prabhakar Raghavan, Abhradeep Thakurta
math.COcs.AIcs.CCarXiv:2603.09172v52026

Artificial Intelligence

LLM Reasoning as Trajectories: Step-Specific Representation Geometry and Correctness Signals

SQL-Zero: Self-Evolving Text-to-SQL

Predicting Spatiotemporal Mobile Sensing-Based PM2.5 Concentrations Using Low-Rank Adapted Spatially Attentive Graph Neural Network

Cornerstones or Stumbling Blocks? Deciphering the Rock Tokens in On-Policy Distillation

Large Language Model Cascades with Mixture of Thoughts Representations for Cost-efficient Reasoning

SkillSieve: A Hierarchical Triage Framework for Detecting Malicious AI Agent Skills

Contextual Agentic Memory is a Memo, Not True Memory

Multimodal Transfer: A Hierarchical Deep Convolutional Neural Network for Fast Artistic Style Transfer

Automated Algorithm Selection on Continuous Black-Box Problems By Combining Exploratory Landscape Analysis and Machine Learning

Continual Graph Memory for Adaptive Recommendation under Intent Drift

Long-Range Indoor Navigation with PRM-RL

A Cost-Aware Agentic Architecture for NL-to-SQL over Nested Enterprise Schemas, with a New Benchmark

MantisV2: Closing the Zero-Shot Gap in Time Series Classification with Synthetic Data and Test-Time Strategies

Benchmarking LLM Tool-Use in the Wild

How well are open sourced AI-generated image detection models out-of-the-box: A comprehensive benchmark study

Behaviorally Grounded User Profiles from the Wild for Personalized Alignment and Multi-Perspective Reasoning

SiLR: Structure-Preserving Admission and Process Reward for LLM Tool Agents

Action-to-Action Flow Matching

Does the Selected Object Reach the Reader? Auditing Identity Handoffs in Grounded Language-Model Pipelines

Tell Me About Yourself: Using an AI-Powered Chatbot to Conduct Conversational Surveys with Open-ended Questions

Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion

MoltNet: Understanding Social Behavior of AI Agents in the Agent-Native MoltBook

Reward-Oracle MCTS for Formal Theorem Proving: Sample-Efficient Search and the Need for Kernel-Level Proof Auditing

A Tractable Inference Algorithm for Diagnosing Multiple Diseases

Better Document-level Sentiment Analysis from RST Discourse Parsing

DexMimicGen: Automated Data Generation for Bimanual Dexterous Manipulation via Imitation Learning

AgentWorm: Self-Propagating Attacks Across LLM Agent Ecosystems

Measuring Similarity between Artistic and AI Generated Images using Siamese Neural Networks

OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

A Rational Analysis of the Effects of Sycophantic AI

From Extraction to Governed Memory: Multi-Agent Knowledge Graph Construction with Domain-Expert Review

Reuse your FLOPs: Scaling RL on Hard Problems by Conditioning on Very Off-Policy Prefixes

VLABench: A Large-Scale Benchmark for Language-Conditioned Robotics Manipulation with Long-Horizon Reasoning Tasks

New Inference Rules for Max-SAT

Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC

Grading Scale Impact on LLM-as-a-Judge: Human-LLM Alignment Is Highest on 0-5 Grading Scale

Interpolated Policy Gradient: Merging On-Policy and Off-Policy Gradient Estimation for Deep Reinforcement Learning

Agent-as-a-Judge

Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models

How Language Models Choose Sides: Internal Representations of Instruction Hierarchy

PLeak: Prompt Leaking Attacks against Large Language Model Applications

PlasticineLab: A Soft-Body Manipulation Benchmark with Differentiable Physics

Peer Oversight in Collective Decision Making

The reach of a verification tool decides its value: A controlled study of verification surface, artifact quality, and cost in AI coding agents

Coding Agents are Effective Long-Context Processors

A parallel corpus of Python functions and documentation strings for automated code documentation and code generation

The Halt Vector: Internalizing a Causal Steering Intervention for Efficient Reasoning

WebXSkill: Skill Learning for Autonomous Web Agents

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

Variational Probabilistic Inference and the QMR-DT Network

Competitive Coevolution through Evolutionary Complexification

SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents

OWL2Vec*: Embedding of OWL Ontologies

Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)

Spec-Driven Development:From Code to Contract in the Age of AI Coding Assistants

Auditing Reasoning-Trace Memorization Claims after Unlearning with Head-Conditioned Canaries

Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring

OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding

Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking

Reinforced Generation of Combinatorial Structures: Ramsey Numbers