Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. 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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109,201 to 109,260 of 119,859

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL
Darshan Deshpande
cs.AIcs.LGarXiv:2607.16204v12026
PaintBench: Deterministic Evaluation of Precise Visual Editing
Kai Xu, Ellis Brown, Shrikar Madhu +3
cs.GRcs.CVcs.LGarXiv:2606.00188v12026
When AI Designs AI: Innovation or Imitation?
Yikang Yang, Zhengxin Yang, Luzhou Peng +4
cs.AIcs.LGarXiv:2608.17471v12026
Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes
Jingjie Ning, Xiaochuan Li, Ji Zeng +2
cs.MAcs.AIarXiv:2605.05724v12026
Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries
Xing Zhang, Yanwei Cui, Guanghui Wang +4
cs.AIcs.CLcs.SEarXiv:2605.19576v32026
AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents
Kunlun Zhu, Xuyan Ye, Zhiguang Han +9
cs.AIcs.CLarXiv:2607.18754v12026
STEM Agent: A Self-Adapting, Tool-Enabled, Extensible Architecture for Multi-Protocol AI Agent Systems
Alfred Shen, Aaron Shen
cs.AIarXiv:2603.22359v12026
Graphectory Viewer: A Tool for Process-Centric Analysis of Agentic Software Trajectories
Charlie Jyu, Shuyang Liu, Reyhaneh Jabbarvand
cs.SEcs.AIarXiv:2608.17195v12026
Emotion Across Speech and Faces: Shared Affective Mechanisms in Multimodal Foundation Models
Xiutian Zhao, Luqi Sun, Björn Schuller +1
cs.CLeess.ASeess.IVarXiv:2608.17102v12026
Probing Outcome-Level Resemblance and Mechanism-Level Alignment in LLM Risk Decisions: Evidence from the St. Petersburg Game
Chensong Huang, Changyu Chen, Chenwei Lin +3
cs.CLcs.CYecon.GNarXiv:2606.04978v12026
Process Reward Agents for Steering Knowledge-Intensive Reasoning
Jiwoong Sohn, Tomasz Sternal, Kenneth Styppa +2
cs.AIarXiv:2604.09482v22026
Margin-Regularized Structured Semantic Alignment for Brain-Language Correspondence
Jiaqi Wang, Huawen Hu, Shu Zhang
cs.CLcs.LGarXiv:2608.16975v12026
Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback
Edoardo Bianchi, Antonio Liotta
cs.CVarXiv:2605.03848v12026
The TTS-STT Flywheel: Synthetic Entity-Dense Audio Closes the Indic ASR Gap Where Commercial and Open-Source Systems Fail
Venkata Pushpak Teja Menta
cs.CLcs.SDarXiv:2605.03073v12026
AgentCgroup: Understanding and Controlling OS Resources of AI Agents
Yusheng Zheng, Jiakun Fan, Quanzhi Fu +3
cs.OScs.AIarXiv:2602.09345v32026
APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations
Swadhin Pradhan, Niloo Bahadori, Peiman Amini
cs.LGarXiv:2606.11553v12026
A Formally Verified Library of Mathematical Finance in Lean 4
Raphael Coelho
q-fin.MFq-fin.CParXiv:2606.01356v32026
TDD-Agent: Test-Driven Reasoning for Code Generation
Hongyue Yu, Kefan Li, Jiakun Li +4
cs.SEcs.AIarXiv:2608.16742v12026
Towards Interpretable Foundation Models for Retinal Fundus Images
Samuel Ofosu Mensah, Camila Roa, Kerol Djoumessi +1
cs.CVcs.LGstat.COarXiv:2603.18846v42026
A Quantized Native Runtime for On-Device Semantic Audio Generation
Matteo Spanio, Antonio Rodà
cs.SDcs.PFarXiv:2607.08526v12026
PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say
Mingxuan Zhang, Jiahui Han, Dadi Guo +5
cs.CRcs.AIarXiv:2606.00152v22026
Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning
Atoosa Chegini, Soheil Feizi
cs.CLcs.AIcs.LGarXiv:2606.01682v12026
iOSWorld: A Benchmark for Personally Intelligent Phone Agents
Lawrence Keunho Jang, Mareks Woodside, Geronimo Carom +3
cs.LGcs.CLarXiv:2606.09764v12026
GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents
GLM-V Team, :, Wenyi Hong +95
cs.CVarXiv:2604.26752v32026
OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding
Jingbo Zhou, Yusai Zhao, Qi Bao +12
cs.AIcs.CLcs.HCarXiv:2607.27155v12026
SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation
Amirbek Djanibekov, Luisa Bentivogli, Matteo Negri +1
eess.AScs.AIcs.CLarXiv:2603.16924v12026
Picking the Right Image to Classify: Reliable-Input Selection in Teledermatology
Fabian Gröger, Marco Weishaupt, Philippe Gottfrois +6
cs.CVcs.AIarXiv:2608.16198v12026
Zero-to-CAD: Agentic Synthesis of Interpretable CAD Programs at Million-Scale Without Real Data
Mohammadmehdi Ataei, Farzaneh Askari, Kamal Rahimi Malekshan +1
cs.CVarXiv:2604.24479v12026
Human-AI Synergy in Agentic Code Review
Suzhen Zhong, Shayan Noei, Ying Zou +1
cs.SEarXiv:2603.15911v12026
Assessing LLMs' mathematical abilities requires understanding the various mechanisms of mathematical creativity
Silvère Gangloff
cs.AImath.HOarXiv:2608.16118v12026
DriveVA: Video Action Models are Zero-Shot Drivers
Mengmeng Liu, Diankun Zhang, Jiuming Liu +7
cs.CVcs.ROarXiv:2604.04198v22026
UI-KOBE: Knowledge-Oriented Behavior Exploration for Lightweight Graph-Guided GUI Agents
Yuxiang Chai, Han Xiao, Xinyu Fu +3
cs.AIarXiv:2605.29534v12026
Dynamic Evidence Collection Ecosystem for Assessment Integrity and Authentic Competence
Rajan Kadel, Bellal Hossain, Samar Shailendra +1
cs.HCcs.AIarXiv:2608.16016v12026
Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models
Lexiang Xiong, Qi Li, Jingwen Ye +1
cs.CVarXiv:2603.15557v12026
Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?
Zhi Chen, Zhensu Sun, Yuling Shi +2
cs.SEcs.AIarXiv:2607.01211v12026
The Last Harness You'll Ever Build
Haebin Seong, Li Yin, Haoran Zhang +1
cs.AIarXiv:2604.21003v32026
LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?
HuiMing Fan, Xiao Wang, Zheng Chu +5
cs.AIarXiv:2605.28721v12026
DEMON: Diffusion Engine for Musical Orchestrated Noise
Ryan Fosdick
cs.SDarXiv:2605.28657v12026
ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains
Ziqi Zhao, Xinyu Ma, Liu Yang +6
cs.CLcs.LGarXiv:2605.28014v12026
Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control
Dev Pratap Singh, Rong Feng, Suman Saha
cs.SEarXiv:2609.27214v12026
A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle
Zehao Lin, Xixuan Hao, Renyu Fu +5
cs.CRcs.AIcs.CLarXiv:2604.16548v22026
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV
Tengfei Liu, Yang Shi, Xuanyu Zhu +17
cs.CVcs.MMcs.SDarXiv:2605.26244v12026
Can Multimodal Large Language Models Understand OCT?
Baochen Fu, Wenzhi Deng, Baihao Jin +5
cs.CVcs.CLarXiv:2607.16609v12026
Sycophantic AI makes human interaction feel more effortful and less satisfying over time
Lujain Ibrahim, Franziska Sofia Hafner, Myra Cheng +5
cs.HCcs.AIcs.CYarXiv:2605.07912v32026
Joint Agent Memory and Exploration Learning via Novelty Signals
Shizuo Tian, Xiaohong Weng, Rui Kong +9
cs.AIarXiv:2606.01528v12026
CSLib: The Lean Computer Science Library
Clark Barrett, Swarat Chaudhuri, Fabrizio Montesi +5
cs.LOcs.PLarXiv:2602.04846v12026
FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation
Zimu Lu, Houxing Ren, Yunqiao Yang +4
cs.SEcs.CLcs.CVarXiv:2602.03798v12026
A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models
Amrit Gopinath, Raghul, Durairaj Thenmozhi
cs.CLarXiv:2608.15102v12026
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening
Ming Zhang, Qiyuan Peng, Yinxi Wei +13
cs.CLarXiv:2605.19597v12026
Pixel-Level Pavement Distress Assessment Using Instance Segmentation
Logan Dewick, Bibesh Pyakurel, Kong Pheng Yang +2
cs.CVarXiv:2605.26095v22026
GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa
cs.ROcs.AIarXiv:2608.14986v12026
PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination
Qiyao Wang, Xinyi Chen, Longze Chen +4
cs.CLcs.AIarXiv:2605.03571v12026
M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection
An Phan, Yufei Jin, Xingquan Zhu
cs.LGarXiv:2608.14847v12026
Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach
Luan Marko Kujavski, Rayson Laroca, Paulo Lisboa de Almeida
cs.CVarXiv:2606.20886v12026
PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
Syrym Abdikhan, Mazhar Hameed
cs.SEcs.LGarXiv:2608.14742v12026
BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement
Kaixiang Wang, Yidan Lin, Jiong Lou +1
cs.MAcs.AIarXiv:2608.14668v12026
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding
Hejun Dong, Junbo Niu, Bin Wang +3
cs.CVarXiv:2603.22458v12026
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems
Nicole Koenigstein
cs.MAcs.AIcs.LGarXiv:2605.27466v12026
KARL: Knowledge Agents via Reinforcement Learning
Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal +23
cs.AIcs.LGarXiv:2603.05218v12026
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models
Dmitry Stanishevskii, Nini Kamkia, Alexey Khoroshilov +4
cs.CLarXiv:2605.15482v22026

Every paper with a summary

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL

PaintBench: Deterministic Evaluation of Precise Visual Editing

When AI Designs AI: Innovation or Imitation?

Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes

Library Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries

AgentDebugX: An Open-Source Toolkit for Failure Observability, Attribution, and Recovery in LLM Agents

STEM Agent: A Self-Adapting, Tool-Enabled, Extensible Architecture for Multi-Protocol AI Agent Systems

Graphectory Viewer: A Tool for Process-Centric Analysis of Agentic Software Trajectories

Emotion Across Speech and Faces: Shared Affective Mechanisms in Multimodal Foundation Models

Probing Outcome-Level Resemblance and Mechanism-Level Alignment in LLM Risk Decisions: Evidence from the St. Petersburg Game

Process Reward Agents for Steering Knowledge-Intensive Reasoning

Margin-Regularized Structured Semantic Alignment for Brain-Language Correspondence

Parameter-Efficient Multi-View Proficiency Estimation: From Discriminative Classification to Generative Feedback

The TTS-STT Flywheel: Synthetic Entity-Dense Audio Closes the Indic ASR Gap Where Commercial and Open-Source Systems Fail

AgentCgroup: Understanding and Controlling OS Resources of AI Agents

APEX: A Network-Native Time-Series Foundation Model for Forecasting and Anomaly Detection for Wireless Edge Operations

A Formally Verified Library of Mathematical Finance in Lean 4

TDD-Agent: Test-Driven Reasoning for Code Generation

Towards Interpretable Foundation Models for Retinal Fundus Images

A Quantized Native Runtime for On-Device Semantic Audio Generation

PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say

Off-the-Shelf LLMs as Process Scorers: Training-Free Alternative to PRMs for Mathematical Reasoning

iOSWorld: A Benchmark for Personally Intelligent Phone Agents

GLM-5V-Turbo: Toward a Native Foundation Model for Multimodal Agents

OmegaUse-OfficeVal: Benchmarking LLM Agents on Long-Horizon Office-Suite Tasks with Economic Grounding

SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation

Picking the Right Image to Classify: Reliable-Input Selection in Teledermatology

Zero-to-CAD: Agentic Synthesis of Interpretable CAD Programs at Million-Scale Without Real Data

Human-AI Synergy in Agentic Code Review

Assessing LLMs' mathematical abilities requires understanding the various mechanisms of mathematical creativity

DriveVA: Video Action Models are Zero-Shot Drivers

UI-KOBE: Knowledge-Oriented Behavior Exploration for Lightweight Graph-Guided GUI Agents

Dynamic Evidence Collection Ecosystem for Assessment Integrity and Authentic Competence

Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models

Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?

The Last Harness You'll Ever Build

LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?

DEMON: Diffusion Engine for Musical Orchestrated Noise

ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains

Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control

A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle

LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV

Can Multimodal Large Language Models Understand OCT?

Sycophantic AI makes human interaction feel more effortful and less satisfying over time

Joint Agent Memory and Exploration Learning via Novelty Signals

CSLib: The Lean Computer Science Library

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models

LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening

Pixel-Level Pavement Distress Assessment Using Instance Segmentation

GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation

PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination

M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection

Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach

PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns

BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

KARL: Knowledge Agents via Reinforcement Learning

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models