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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20,701 to 20,760 of 27,567

A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography
Yigitcan Özer, Zhe Zhang, Wanying Ge +2
cs.SDcs.AIarXiv:2608.25285v12026
SEAD: A State-Based Perspective on Attack and Defense in Tool-Using Agents
Xinjie Shen, Junran Wang, Rongzhe Wei +1
cs.CRcs.AIarXiv:2609.34518v12026
FaulT-Bench: Towards Benchmarking Network Troubleshooting LLM Agents under Unreliable User Tickets
Kuan-Hao Tseng, Niruth Bogahawatta, Yasod Ginige +3
cs.NIcs.AIarXiv:2608.27021v12026
V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions
Chenrui Fan, Yijun Liang, Shweta Bhardwaj +3
cs.CVcs.AIcs.LGarXiv:2512.11995v22025
Trustworthy AI: A Computational Perspective
Haochen Liu, Yiqi Wang, Wenqi Fan +6
cs.AIarXiv:2107.06641v32021
PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments
Ruoqi Liu, Imran Q. Mohiuddin, Austin J. Schoeffler +10
cs.AIarXiv:2605.02240v12026
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Deepak Nathani, Lovish Madaan, Nicholas Roberts +14
cs.CLcs.AIcs.LGarXiv:2502.14499v12025
SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation
Ayush Zenith, Arnold Zumbrun, Neel Raut +1
cs.CVcs.AIcs.ITarXiv:2510.06596v22025
Learning adaptive planning representations with natural language guidance
Lionel Wong, Jiayuan Mao, Pratyusha Sharma +5
cs.AIcs.CLcs.ROarXiv:2312.08566v12023
Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
Qineng Wang, Zihao Wang, Ying Su +2
cs.CLcs.AIarXiv:2402.18272v12024
De-identification of Patient Notes with Recurrent Neural Networks
Franck Dernoncourt, Ji Young Lee, Ozlem Uzuner +1
cs.CLcs.AIcs.NEarXiv:1606.03475v12016
Summaries:한국어
Not All Eval-Awareness Is Equal: Capabilities Framing Predicts Compliance
Allison Zhuang, Santiago Aranguri
cs.AIarXiv:2608.27340v12026
AIDE: AI-Driven Exploration in the Space of Code
Zhengyao Jiang, Dominik Schmidt, Dhruv Srikanth +4
cs.AIcs.LGarXiv:2502.13138v12025
LeVERB: Humanoid Whole-Body Control with Latent Vision-Language Instruction
Haoru Xue, Xiaoyu Huang, Dantong Niu +8
cs.ROcs.AIarXiv:2506.13751v32025
Just-In-Time Agent Memory with Runtime Agentic Research
Bingyu Yan, Chaofan Li, Hongjin Qian +3
cs.CLcs.AIcs.IRarXiv:2609.34385v12026
UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web
Yibo Yan, Haomin Wen, Siru Zhong +5
cs.CLcs.AIarXiv:2310.18340v22023
OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization
Zhongzhu Zhou, Donglin Zhuang, Jisen Li +4
cs.LGcs.AIcs.DCarXiv:2605.17757v12026
Summaries:한국어
SquidAgent: Parallelize Wisely, Coordinate Efficiently
Yexiong Lin, Shanshan Ye, Yu Yao +3
cs.AIcs.CLcs.LGarXiv:2610.08647v12026
A Single Character can Make or Break Your LLM Evals
Jingtong Su, Jianyu Zhang, Karen Ullrich +2
cs.CLcs.AIarXiv:2510.05152v12025
SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations
Yu Wang, Yuchen Li, Rui Kong +11
cs.CLcs.AIcs.IRarXiv:2609.11414v12026
MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency
Dongzhi Jiang, Renrui Zhang, Ziyu Guo +11
cs.CVcs.AIcs.CLarXiv:2502.09621v12025
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research
Rulin Shao, Akari Asai, Shannon Zejiang Shen +18
cs.CLcs.AIcs.LGarXiv:2511.19399v32025
CARE: Cognitive-reasoning Augmented Reinforcement for Emotional Support Conversation
Jie Zhu, Yuanchen Zhou, Shuo Jiang +5
cs.CLcs.AIarXiv:2510.05122v22025
Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness
Jiajun Chen, Haoyu Wu, Mingda Jia +1
cs.AIcs.MAcs.SEarXiv:2610.08621v12026
Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research Agents
Yingjian Zhu, Zhenyi Wang, Jiaxin Guo +6
cs.CLcs.AIarXiv:2609.34296v12026
AnyBottle: A Recipe to Only Keep the Concepts You Really Need
Wolfgang Stammer, Sukrut Rao, Hevra Petekkaya +2
cs.AIcs.LGarXiv:2610.08552v12026
Homogenization Effects of Large Language Models on Human Creative Ideation
Barrett R. Anderson, Jash Hemant Shah, Max Kreminski
cs.HCcs.AIarXiv:2402.01536v22024
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization
June Yong Yang, Byeongwook Kim, Jeongin Bae +5
cs.LGcs.AIarXiv:2402.18096v12024
Tabular Transformers for Modeling Multivariate Time Series
Inkit Padhi, Yair Schiff, Igor Melnyk +6
cs.LGcs.AIarXiv:2011.01843v22020
Deep-Fake CAPTCHA: Mitigating Next-Generation Social Engineering Attacks
Guy Frankovits, Lior Yasur, Fred M. Grabovski +1
cs.CRcs.AIarXiv:2609.11404v12026
Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities
Changdae Oh, Seongheon Park, To Eun Kim +8
cs.AIarXiv:2602.05073v32026
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection
Yuxin Fang, Bencheng Liao, Xinggang Wang +5
cs.CVcs.AIcs.LGarXiv:2106.00666v32021
PRECOG: PREdiction Conditioned On Goals in Visual Multi-Agent Settings
Nicholas Rhinehart, Rowan McAllister, Kris Kitani +1
cs.CVcs.AIcs.LGarXiv:1905.01296v32019
MedCORE: Criteria-Grounded Clinical Reasoning for Interpretable Medical Image Diagnosis
Asim Khan, Samee Ullah Khan, Dwarikanath Mahapatra
cs.CVcs.AIarXiv:2610.08528v12026
Flattening the Connectome Spectrum: A Spectral Filter for FC Induces a Pretraining Target for fMRI Encoders
Giovanni Marraffini, Victoria Shevchenko, Carlo Alberto Barbano +1
cs.AIcs.LGq-bio.NCarXiv:2609.37642v12026
Training Reasoning Models on Saturated Problems via Failure-Prefix Conditioning
Minwu Kim, Safal Shrestha, Anubhav Shrestha +1
cs.LGcs.AIcs.CLarXiv:2601.20829v22026
Agent-based computing from multi-agent systems to agent-based Models: a visual survey
Muaz A. Niazi, Amir Hussain
cs.SIcs.AIcs.DLarXiv:1708.05872v12017
Graph Foundation Models for Recommendation: A Comprehensive Survey
Bin Wu, Yihang Wang, Yuanhao Zeng +7
cs.IRcs.AIcs.LGarXiv:2502.08346v42025
AdaGuard: An Adaptive Guard Model with User-defined Policies
Yunhao Feng, Yifan Ding, Yuxiang Xie +4
cs.AIarXiv:2609.34241v12026
Eureka: Task-Conditioned Meta-Agent Orchestration for Scientific Discovery
Alizer Wong, Heng Cui, Yi Tan +6
cs.AImath.NTarXiv:2608.19047v12026
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage
Masatoshi Uehara, Wen Sun
cs.LGcs.AIstat.MLarXiv:2107.06226v42021
Pretraining with hierarchical memories: separating long-tail and common knowledge
Hadi Pouransari, David Grangier, C Thomas +2
cs.CLcs.AIcs.LGarXiv:2510.02375v32025
ReSPO: Reshaped Sequence Policy Optimization for Gradient Starvation in Off-Policy Learning
Yihang Chen, Yuanhao Ban, Cho-Jui Hsieh
cs.LGcs.AIarXiv:2609.35433v12026
Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation
Steffen Eger, Yong Cao, Jennifer D'Souza +11
cs.CLcs.AIcs.CVarXiv:2502.05151v32025
StateGuard: Analytical-State Management with Validity-Aware Intervention for Long-Horizon Data Agents
Wenle Liao, Zhao Wang, Jingchao Zhang +3
cs.AIarXiv:2609.34134v12026
A Tale of LLMs and Induced Small Proxies: Scalable Small Language Models for Knowledge Mining
Sipeng Zhang, Longfei Yun, Zilong Wang +2
cs.AIarXiv:2510.01427v42025
VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training
Yecheng Jason Ma, Shagun Sodhani, Dinesh Jayaraman +3
cs.ROcs.AIcs.CVarXiv:2210.00030v22022
Graph Neural Networks for Decentralized Multi-Robot Path Planning
Qingbiao Li, Fernando Gama, Alejandro Ribeiro +1
cs.ROcs.AIcs.LGarXiv:1912.06095v22019
Abduction-Based Explanations for Machine Learning Models
Alexey Ignatiev, Nina Narodytska, Joao Marques-Silva
cs.AIarXiv:1811.10656v12018
Unsupervised Statistical Machine Translation
Mikel Artetxe, Gorka Labaka, Eneko Agirre
cs.CLcs.AIcs.LGarXiv:1809.01272v12018
Who Gets a Token, and What Does It Carry? Unequal Name Support and Concept Access in Large Language Models
Mir Tafseer Nayeem, Davood Rafiei
cs.CLcs.AIcs.CYarXiv:2609.34065v12026
TERRA: Terrain-Aware Reconstruction, Retargeting and Control for Musculoskeletal Locomotion
Merkourios Simos, Chengkun Li, Bianca Ziliotto +1
cs.ROcs.AIcs.LGarXiv:2609.38653v12026
Semi-Supervised Domain Generalization with Stochastic StyleMatch
Kaiyang Zhou, Chen Change Loy, Ziwei Liu
cs.CVcs.AIcs.LGarXiv:2106.00592v22021
Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
Beomsu Kim, Byunghee Cha, Jong Chul Ye
cs.CVcs.AIcs.LGarXiv:2510.00658v12025
Designing the Future of User Feedback for Generative AI
Alisa Frik, Julia Bernd, Amitis Karami +1
cs.AIarXiv:2610.02631v12026
WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation
Yuwei Niu, Munan Ning, Mengren Zheng +9
cs.CVcs.AIcs.CLarXiv:2503.07265v42025
Dense 3D Object Reconstruction from a Single Depth View
Bo Yang, Stefano Rosa, Andrew Markham +2
cs.CVcs.AIcs.LGarXiv:1802.00411v22018
Self-conditioned Flow Map Language Models via Fixed-point Flows
Jaehoon Yoo, Wonjung Kim, Floor Eijkelboom +4
cs.CLcs.AIarXiv:2607.00714v22026
Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls
Xiaoyan Bai, Itamar Pres, Yuntian Deng +5
cs.LGcs.AIarXiv:2510.00184v12025
Knowing When Not to Answer: Cross-Domain and Multi-Turn Generalization of Latent Underspecification Signals
Jerzy Kamiński, Ilya Galyukshev, Artem Kuznetsov +6
cs.CLcs.AIcs.LGarXiv:2610.08413v12026

Artificial Intelligence

A Training-Free Proactive Defense Against Partial Speech Manipulation via Self-Embedding Steganography

SEAD: A State-Based Perspective on Attack and Defense in Tool-Using Agents

FaulT-Bench: Towards Benchmarking Network Troubleshooting LLM Agents under Unreliable User Tickets

V-REX: Benchmarking Exploratory Visual Reasoning via Chain-of-Questions

Trustworthy AI: A Computational Perspective

PhysicianBench: Evaluating LLM Agents in Real-World EHR Environments

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

SDQM: Synthetic Data Quality Metric for Object Detection Dataset Evaluation

Learning adaptive planning representations with natural language guidance

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?

De-identification of Patient Notes with Recurrent Neural Networks

Not All Eval-Awareness Is Equal: Capabilities Framing Predicts Compliance

AIDE: AI-Driven Exploration in the Space of Code

LeVERB: Humanoid Whole-Body Control with Latent Vision-Language Instruction

Just-In-Time Agent Memory with Runtime Agentic Research

UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization

SquidAgent: Parallelize Wisely, Coordinate Efficiently

A Single Character can Make or Break Your LLM Evals

SWRouter: Similarity-Contractive Window Routing for Multi-Turn Large Language Model Conversations

MME-CoT: Benchmarking Chain-of-Thought in Large Multimodal Models for Reasoning Quality, Robustness, and Efficiency

DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research

CARE: Cognitive-reasoning Augmented Reinforcement for Emotional Support Conversation

Recursive Game Creator: An Agentic Product-Level Experience-Oriented Game Harness

Dr.Credit: Rubric-Grounded Process Credit Assignment for Deep Research Agents

AnyBottle: A Recipe to Only Keep the Concepts You Really Need

Homogenization Effects of Large Language Models on Human Creative Ideation

No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization

Tabular Transformers for Modeling Multivariate Time Series

Deep-Fake CAPTCHA: Mitigating Next-Generation Social Engineering Attacks

Uncertainty Quantification in LLM Agents: Foundations, Emerging Challenges, and Opportunities

You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection

PRECOG: PREdiction Conditioned On Goals in Visual Multi-Agent Settings

MedCORE: Criteria-Grounded Clinical Reasoning for Interpretable Medical Image Diagnosis

Flattening the Connectome Spectrum: A Spectral Filter for FC Induces a Pretraining Target for fMRI Encoders

Training Reasoning Models on Saturated Problems via Failure-Prefix Conditioning

Agent-based computing from multi-agent systems to agent-based Models: a visual survey

Graph Foundation Models for Recommendation: A Comprehensive Survey

AdaGuard: An Adaptive Guard Model with User-defined Policies

Eureka: Task-Conditioned Meta-Agent Orchestration for Scientific Discovery

Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage

Pretraining with hierarchical memories: separating long-tail and common knowledge

ReSPO: Reshaped Sequence Policy Optimization for Gradient Starvation in Off-Policy Learning

Transforming Science with Large Language Models: A Survey on AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation

StateGuard: Analytical-State Management with Validity-Aware Intervention for Long-Horizon Data Agents

A Tale of LLMs and Induced Small Proxies: Scalable Small Language Models for Knowledge Mining

VIP: Towards Universal Visual Reward and Representation via Value-Implicit Pre-Training

Graph Neural Networks for Decentralized Multi-Robot Path Planning

Abduction-Based Explanations for Machine Learning Models

Unsupervised Statistical Machine Translation

Who Gets a Token, and What Does It Carry? Unequal Name Support and Concept Access in Large Language Models

TERRA: Terrain-Aware Reconstruction, Retargeting and Control for Musculoskeletal Locomotion

Semi-Supervised Domain Generalization with Stochastic StyleMatch

Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents

Designing the Future of User Feedback for Generative AI

WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation

Dense 3D Object Reconstruction from a Single Depth View

Self-conditioned Flow Map Language Models via Fixed-point Flows

Why Can't Transformers Learn Multiplication? Reverse-Engineering Reveals Long-Range Dependency Pitfalls

Knowing When Not to Answer: Cross-Domain and Multi-Turn Generalization of Latent Underspecification Signals