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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20,941 to 21,000 of 27,566

Enslaving the Algorithm: From a "Right to an Explanation" to a "Right to Better Decisions"?
Lilian Edwards, Michael Veale
cs.AIcs.HCarXiv:1803.07540v22018
Training Object Permanence in World Models
Haotian Zhang, Fengyuan Yu, Dezhi Luo +28
cs.AIcs.CVarXiv:2609.28654v12026
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning
Anja Surina, Amin Mansouri, Lars Quaedvlieg +4
cs.AIcs.LGcs.NEarXiv:2504.05108v42025
Cognitive Skills in the Age of AI: Computing Students and Experts Perceptions
Neha Rani, Vu Minh Anh Le, Austin M. Spangler +1
cs.HCcs.AIarXiv:2609.31272v22026
A Network Science Perspective on Evaluating Deep Graph Generative Models
Tianrui Mao, Abele Malan, Megha Khosla +2
cs.SIcs.AIarXiv:2609.01015v12026
Pocket-STVG: lightweight architecture for Spatio-Temporal Video Grounding
Alberto Presta, Michal Byra, Grzegorz Stefański +3
cs.CVcs.AIcs.MMarXiv:2609.31135v12026
Scaling Test-time Compute for LLM Agents
King Zhu, Hanhao Li, Siwei Wu +12
cs.AIarXiv:2506.12928v12025
Abstraction and Analogy-Making in Artificial Intelligence
Melanie Mitchell
cs.AIarXiv:2102.10717v22021
Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning
Zhenni Bi, Kai Han, Chuanjian Liu +2
cs.CLcs.AIarXiv:2412.09078v52024
Do I Need the Cloud? Uncertainty-Aware Step-Level Handoff for Small Language Model Agents
Abolfazl Younesi
cs.AIcs.DCcs.ETarXiv:2610.07816v12026
IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation
Varun Gumma, Navonil Majumder, Soumitra Sinhahajari +1
cs.AIarXiv:2607.22375v12026
Monitor Jailbreaking: Evading Chain-of-Thought Monitoring Without Encoded Reasoning
Julian Schulz
cs.AIarXiv:2609.31121v12026
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving
Angelika Ando, Spyros Gidaris, Andrei Bursuc +3
cs.CVcs.AIcs.LGarXiv:2301.10222v22023
Navigation World Models
Amir Bar, Gaoyue Zhou, Danny Tran +2
cs.CVcs.AIcs.LGarXiv:2412.03572v22024
Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks
Andy Zhou, Bo Li, Haohan Wang
cs.LGcs.AIcs.CLarXiv:2401.17263v52024
Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning
Oron Anschel, Nir Baram, Nahum Shimkin
cs.AIcs.LGstat.MLarXiv:1611.01929v42016
HumanAgencyBench: Scalable Evaluation of Human Agency Support in AI Assistants
Benjamin Sturgeon, Daniel Samuelson, Jacob Haimes +1
cs.CYcs.AIcs.CLarXiv:2509.08494v22025
Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs
Qizhe Zhang, Aosong Cheng, Ming Lu +6
cs.CVcs.AIarXiv:2412.01818v22024
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
Oded Ovadia, Menachem Brief, Moshik Mishaeli +1
cs.AIcs.CLcs.LGarXiv:2312.05934v32023
$τ$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Shunyu Yao, Noah Shinn, Pedram Razavi +1
cs.AIcs.CLarXiv:2406.12045v12024
Flow3D-OPD: Multi-Teacher On-Policy Distillation for 3D Geometry Generation with Flow-Matching Diffusion Transformer
Zhiwei Ning, Zhen Zhou, Puhua Jiang +7
cs.CVcs.AIarXiv:2609.07137v12026
Benchmarks Saturate When The Model Gets Smarter Than The Judge
Marthe Ballon, Andres Algaba, Brecht Verbeken +1
cs.AIcs.CLcs.LGarXiv:2601.19532v12026
Knowledge Inheritance for Pre-trained Language Models
Yujia Qin, Yankai Lin, Jing Yi +8
cs.CLcs.AIcs.LGarXiv:2105.13880v22021
SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task
Tao Yu, Michihiro Yasunaga, Kai Yang +4
cs.CLcs.AIarXiv:1810.05237v22018
Financial Fragility in Societies of LLM Agents: Coordination Failures and Stabilizing Mechanisms
Zhenhao Fu, Ruipeng Xu, Qibing Ren
cs.AIq-fin.GNarXiv:2609.30940v12026
Robust Counterfactual Explanations on Graph Neural Networks
Mohit Bajaj, Lingyang Chu, Zi Yu Xue +4
cs.LGcs.AIarXiv:2107.04086v32021
Towards One-for-All Foundation Model for Attributed Graph Clustering
Yunhui Liu, Xudong Jin, Kang Zhang +5
cs.LGcs.AIarXiv:2610.07778v12026
Figures as Programs: Recursive Generation of Editable Scientific Figures
Yepeng Liu, Dasen Dai, Chengzhi Liu +7
cs.AIcs.GRarXiv:2609.01006v12026
ODKE+: Ontology-Guided Open-Domain Knowledge Extraction with LLMs
Samira Khorshidi, Azadeh Nikfarjam, Suprita Shankar +9
cs.CLcs.AIarXiv:2509.04696v12025
Compiling VGDL into Causal Models
Mohit Jiwatode, Bodo Rosenhahn, Alexander Dockhorn
cs.AIarXiv:2609.05459v12026
VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft
Honghao Fu, Junlong Ren, Qi Chai +3
cs.AIarXiv:2508.18722v32025
Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence
Brian Wang, Bin Feng, Xiaoman Pan +26
cs.AIarXiv:2608.11341v12026
Scalability and Performance Evaluation of Federated Learning Frameworks: A Comparative Analysis
Bassel Soudan, Sohail Abbas, Ahmed Kubba +2
cs.DCcs.AIarXiv:2609.15681v12026
Towards Hierarchical GNNs for multi-grid power flow: generalization across operating scenarios
Carmine Delle Femine, Leire Garin Atxaga, Asier Diaz-Iglesias +3
cs.LGcs.AIarXiv:2609.26603v12026
LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding
Gang Lin, Dongfang Li, Zhuoen Chen +4
cs.CLcs.AIarXiv:2602.04541v12026
Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions
Stephen Roller, Y-Lan Boureau, Jason Weston +13
cs.CLcs.AIarXiv:2006.12442v22020
A Hybrid Usability Approach for Rating Evaluation of M-Commerce Applications
Ahmad Ibtisam, Bilal Khan, Arshad Ali
cs.SEcs.AIarXiv:2608.25550v12026
Preservation of the Global Knowledge by Not-True Distillation in Federated Learning
Gihun Lee, Minchan Jeong, Yongjin Shin +2
cs.LGcs.AIcs.CVarXiv:2106.03097v52021
ANO : Faster is Better in Noisy Landscape
Adrien Kegreisz
cs.LGcs.AIarXiv:2508.18258v22025
Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control
Zhongyu Li, Xue Bin Peng, Pieter Abbeel +3
cs.ROcs.AIeess.SYarXiv:2401.16889v22024
Remote patient monitoring using artificial intelligence: Current state, applications, and challenges
Thanveer Shaik, Xiaohui Tao, Niall Higgins +4
cs.CYcs.AIarXiv:2301.10009v12023
Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting
Avijit Ghosh, Anka Reuel, Jenny Chim +45
cs.AIarXiv:2606.09809v22026
VLALight: Lightweight Vision-Language-Action Models for Emergency-Aware Traffic Signal Control
Kemou Jiang, Maonan Wang, Xingchen Zou +6
cs.CVcs.AIarXiv:2609.30709v12026
Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents
Xuehai Wang, Haowei Qin, Tongxin Liu +6
cs.CLcs.AIcs.IRarXiv:2608.31076v12026
ABAI at COLIEE 2026 Task 1: Multi-Stage Retrieval with GraphRAG-Enhanced Meta-Learning, and a Post-Hoc Study of the Cross-Validation-to-Test Gap
Minhan Cho, Soyoung Park, Daejin Choi +1
cs.IRcs.AIcs.CLarXiv:2609.26237v12026
LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries
Ming Yin, Dinghan Shen, Silei Xu +11
cs.CLcs.AIarXiv:2508.15760v22025
From Evidence to Action: How Tool-Using Agents Fail
Hongzhan Lin, Shidong Cao, Ziyang Luo +3
cs.CLcs.AIarXiv:2610.07753v12026
When Financial Fine-tuning Fails: A Three-Level Detectability Analysis of Numerical Hallucination in Domain-Adapted Language Models
Xiaodong Li, Peiwei Liu
cs.AIarXiv:2609.04806v12026
Re-Imagen: Retrieval-Augmented Text-to-Image Generator
Wenhu Chen, Hexiang Hu, Chitwan Saharia +1
cs.CVcs.AIcs.LGarXiv:2209.14491v32022
Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts
Boxuan Zhang, Jianing Zhu, Qifan Wang +2
cs.CVcs.AIcs.LGarXiv:2605.09296v12026
Innovator-VL: A Multimodal Large Language Model for Scientific Discovery
Zichen Wen, Boxue Yang, Shuang Chen +31
cs.CVcs.AIarXiv:2601.19325v12026
Advancing LLM Reasoning Generalists with Preference Trees
Lifan Yuan, Ganqu Cui, Hanbin Wang +12
cs.AIcs.CLcs.LGarXiv:2404.02078v12024
Causal Abstractions of Neural Networks
Atticus Geiger, Hanson Lu, Thomas Icard +1
cs.AIcs.LGarXiv:2106.02997v22021
Interpreting and Steering for Safe and Correct Code Generation
Hao Yan, Ziyu Yao
cs.AIarXiv:2608.30025v12026
Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning
Sheng Li, Jayesh K. Gupta, Peter Morales +2
cs.LGcs.AIcs.MAarXiv:2006.11438v22020
Self-Explanation Tutor for Active Study of CS1 Worked Examples
Arun-Balajiee Lekshmi-Narayanan, Mohammad Hassany, Kamil Akhuseyinoglu +2
cs.CYcs.AIcs.HCarXiv:2608.25180v12026
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching
Simon A. Aytes, Jinheon Baek, Sung Ju Hwang
cs.CLcs.AIcs.LGarXiv:2503.05179v42025
Learning to Predict the Cosmological Structure Formation
Siyu He, Yin Li, Yu Feng +4
astro-ph.COcs.AIcs.LGarXiv:1811.06533v22018
FaithLens: Detecting and Explaining Faithfulness Hallucination
Shuzheng Si, Qingyi Wang, Haozhe Zhao +8
cs.CLcs.AIarXiv:2512.20182v42025
AT$^2$PO: Agentic Turn-based Policy Optimization via Tree Search
Zefang Zong, Dingwei Chen, Yang Li +6
cs.AIcs.CLarXiv:2601.04767v12026

Artificial Intelligence

Enslaving the Algorithm: From a "Right to an Explanation" to a "Right to Better Decisions"?

Training Object Permanence in World Models

Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning

Cognitive Skills in the Age of AI: Computing Students and Experts Perceptions

A Network Science Perspective on Evaluating Deep Graph Generative Models

Pocket-STVG: lightweight architecture for Spatio-Temporal Video Grounding

Scaling Test-time Compute for LLM Agents

Abstraction and Analogy-Making in Artificial Intelligence

Forest-of-Thought: Scaling Test-Time Compute for Enhancing LLM Reasoning

Do I Need the Cloud? Uncertainty-Aware Step-Level Handoff for Small Language Model Agents

IDEAgent: Agentic Quality-Diversity Search for Research Idea Generation

Monitor Jailbreaking: Evading Chain-of-Thought Monitoring Without Encoded Reasoning

RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving

Navigation World Models

Robust Prompt Optimization for Defending Language Models Against Jailbreaking Attacks

Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning

HumanAgencyBench: Scalable Evaluation of Human Agency Support in AI Assistants

Beyond Text-Visual Attention: Exploiting Visual Cues for Effective Token Pruning in VLMs

Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs

$τ$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains

Flow3D-OPD: Multi-Teacher On-Policy Distillation for 3D Geometry Generation with Flow-Matching Diffusion Transformer

Benchmarks Saturate When The Model Gets Smarter Than The Judge

Knowledge Inheritance for Pre-trained Language Models

SyntaxSQLNet: Syntax Tree Networks for Complex and Cross-DomainText-to-SQL Task

Financial Fragility in Societies of LLM Agents: Coordination Failures and Stabilizing Mechanisms

Robust Counterfactual Explanations on Graph Neural Networks

Towards One-for-All Foundation Model for Attributed Graph Clustering

Figures as Programs: Recursive Generation of Editable Scientific Figures

ODKE+: Ontology-Guided Open-Domain Knowledge Extraction with LLMs

Compiling VGDL into Causal Models

VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft

Apodex Discovery: Reality Benchmarks and Environments for Evaluating and Building Discoverative Artificial Intelligence

Scalability and Performance Evaluation of Federated Learning Frameworks: A Comparative Analysis

Towards Hierarchical GNNs for multi-grid power flow: generalization across operating scenarios

LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding

Open-Domain Conversational Agents: Current Progress, Open Problems, and Future Directions

A Hybrid Usability Approach for Rating Evaluation of M-Commerce Applications

Preservation of the Global Knowledge by Not-True Distillation in Federated Learning

ANO : Faster is Better in Noisy Landscape

Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control

Remote patient monitoring using artificial intelligence: Current state, applications, and challenges

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

VLALight: Lightweight Vision-Language-Action Models for Emergency-Aware Traffic Signal Control

Learning to Evaluate Before Improving: Automatic Rubric Induction for Automatic Research Agents

ABAI at COLIEE 2026 Task 1: Multi-Stage Retrieval with GraphRAG-Enhanced Meta-Learning, and a Post-Hoc Study of the Cross-Validation-to-Test Gap

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

From Evidence to Action: How Tool-Using Agents Fail

When Financial Fine-tuning Fails: A Three-Level Detectability Analysis of Numerical Hallucination in Domain-Adapted Language Models

Re-Imagen: Retrieval-Augmented Text-to-Image Generator

Micro-Defects Expose Macro-Fakes: Detecting AI-Generated Images via Local Distributional Shifts

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Advancing LLM Reasoning Generalists with Preference Trees

Causal Abstractions of Neural Networks

Interpreting and Steering for Safe and Correct Code Generation

Deep Implicit Coordination Graphs for Multi-agent Reinforcement Learning

Self-Explanation Tutor for Active Study of CS1 Worked Examples

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Learning to Predict the Cosmological Structure Formation

FaithLens: Detecting and Explaining Faithfulness Hallucination

AT$^2$PO: Agentic Turn-based Policy Optimization via Tree Search