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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5,161 to 5,220 of 15,179

CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?
Damien Sileo, Dimitri Kachler
cs.CLcs.AIarXiv:2609.01600v12026
The Hitchhiker's Guide to Agentic AI: From Foundations to Systems
Haggai Roitman
cs.AIcs.CLcs.IRarXiv:2606.24937v22026
Summaries:한국어
Agentic Large Language Models, a survey
Aske Plaat, Max van Duijn, Niki van Stein +3
cs.AIcs.CLcs.LGarXiv:2503.23037v32025
InstructMesh: Selective Refinement of Generative 3D Models for Fabrication
Faraz Faruqi, Ahmed Katary, Demircan Tas +10
cs.AIarXiv:2608.28534v12026
Twin Worlds: Equivariance-Based Abstention for Evidence-Grounded Reasoning
Vy Nguyen, Ziqi Xu, Jeffrey Chan +5
cs.CLcs.AIcs.LGarXiv:2608.28018v12026
Why Didn't It Check? Unsupported Final Claims and Their Repair in Two Tool-Equipped Language Models
Justin Bronder
cs.AIcs.CLarXiv:2608.27768v12026
SpecMind: Enabling Spectrum Intelligence via Multi-Agent Hybrid Retrieval-Augmented Generation
Songwei Dong, Bingyan Lu, Makayla Kienlen +2
cs.AIarXiv:2609.00427v12026
PACEShop: Evaluating Personalized, Actionable, Compositional, and Evidence-grounded Shopping Assistants
Weimin Lyu, Chen Luo, Guangrui Li +9
cs.CLcs.AIarXiv:2608.26180v12026
On Scope Classification and Current Knowledge-Editing Benchmarks: A Negative Result, with INLAY as a Gradient-Free Case Study
Aditya Pratap Singh
cs.CLcs.AIcs.LGarXiv:2608.26292v12026
When Composition Doesn't Add Up: Humans Identifying Defects in AI-Generated Images
Ruoqi Hu, Chulin Zhao, Jiashuo Chang +2
cs.CVcs.AIarXiv:2608.25933v12026
Repair Is Nearly Generation: Multilingual Program Repair with LLMs
Harshit Joshi, José Cambronero, Sumit Gulwani +3
cs.SEcs.AIcs.PLarXiv:2208.11640v32022
VINCENT: Validated Interaction Network for Cross-drug Explanation of Therapeutics
Fan-Sheng Chuang, Xuchen Li, Yujing Bian +1
cs.LGcs.AIarXiv:2608.25841v12026
Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation
Yuhao Yang, Chao Huang, Lianghao Xia +3
cs.IRcs.AIarXiv:2207.05584v22022
TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models
Mark YU, Wenbo Hu, Jinbo Xing +1
cs.CVcs.AIcs.GRarXiv:2503.05638v12025
Right Diagnoses, Decorative Reasoning:A Perturbation Audit of Medical Chain-of-Thought
Mengzhu Xu, Jifan Gao, Xia Jiang +2
cs.AIarXiv:2608.24790v12026
Neurosymbolic Alignment for Physiologically-Safe Clinical Language Models
Abdulhady Abas Abdullah, Erik Cambria, Milena Zivkovic
cs.AIarXiv:2608.24534v12026
Learning Language Games through Interaction
Sida I. Wang, Percy Liang, Christopher D. Manning
cs.CLcs.AIarXiv:1606.02447v12016
HMGCLIP: Heterogeneous Multi-Granularity Contrastive Learning for E-commerce Representation Learning
Qiuyu Zhu, Yi Gao, Zhichao Wan +1
cs.AIarXiv:2608.24467v12026
HBQ: Hierarchical Scaling Block Quantization with Hardware-Efficiency-Aware Design for Accurate LLM Inference
Chun-Ting Chen, Dongmin Han, Hangyeol Mun +6
cs.LGcs.AIcs.ARarXiv:2609.00450v12026
ReproAgent: Contract-Guided Paper-to-Code Reproduction
Xue Hu, Zewei Pan, Zhongyuan Wang +3
cs.AIcs.SEarXiv:2608.24291v12026
IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech
Siyi Zhou, Yiquan Zhou, Yi He +4
cs.CLcs.AIcs.SDarXiv:2506.21619v22025
UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning
Zhengxi Lu, Yuxiang Chai, Yaxuan Guo +7
cs.AIarXiv:2503.21620v52025
The Multilingual FrameNet Corpus
Beatrice Fiumanò, Nicolas Lazzari, Simone Paolo Ponzetto +1
cs.CLcs.AIarXiv:2608.23037v12026
Improving Few-Step Language Flows with Untied Self-Conditioning
Bocheng Li, Linli Xu
cs.CLcs.AIcs.LGarXiv:2608.22244v12026
GenCoord: Skill-Path Commitments under Private Information
Peng He, Junning Zhu, Haohan Yuan +1
cs.AIarXiv:2608.22055v12026
Dissecting Neuro-Symbolic Quality Assurance for Synthetic Oncology Data Generation
Laxmigayathri Challa, Yuhan Zhou, Ana Cleveland +1
cs.AIarXiv:2608.22085v12026
Beyond Recall: Behavioral Specification as an Interpretive Layer for AI Personalization
Aarik Gulaya
cs.CLcs.AIcs.HCarXiv:2605.28969v22026
Vis-Poison: Poisoning Visual Knowledge in Multimodal Retrieval-Augmented Generation
Rujin Liang, Zhongpu Chen, Yuhao Lei +1
cs.CVcs.AIarXiv:2608.20756v12026
Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism
Konstantine Arkoudas, Serafim Batzoglou
cs.LOcs.AIarXiv:2605.12524v12026
Towards Quantifying Benchmark Optimization in ASR Models
Theo Lebryk, David Ayllon, Alice Baird +3
cs.SDcs.AIarXiv:2608.19936v12026
FastKernels: Benchmarking GPU Kernel Generation in Production
Gabriele Oliaro, Yichao Fu, May Jiang +5
cs.LGcs.AIcs.CLarXiv:2605.23215v12026
From Storage to Access: Verifiable Activation of Parametric Knowledge in LLMs via Explicit Priming and Implicit Reasoning
Zuocheng Ying, Yang Yang, Yumou Wu +6
cs.CLcs.AIcs.LGarXiv:2608.18581v12026
COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models
Md Abdullahil Oaphy, Anhao Xiang, Zongxing Xie +3
cs.CRcs.AIarXiv:2608.17234v12026
Memory OS of AI Agent
Jiazheng Kang, Mingming Ji, Zhe Zhao +1
cs.AIarXiv:2506.06326v12025
Summaries:한국어
Pre-training Visual Dexterity in Simulation
Sarthak Kamat, Adam Rashid, Satvik Sharma +4
cs.ROcs.AIcs.CVarXiv:2608.15917v12026
RAGas: Retrieval-Augmented Gas Optimization for Smart Contracts with Continuous Knowledge Integration
Yishun Wang, Wenjin Yi, Wenkai Li +2
cs.AIarXiv:2608.15857v12026
RLCascadeRouter: Quality-Estimator-Free Cascade Routing via Reinforcement Learning
Shihong Huang, Shengjie Wang, Hong Ma +1
cs.AIarXiv:2608.15817v12026
The Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning
Garima Arya Yadav, Nilay Yilmaz, Yezhou Yang
cs.AIcs.CVarXiv:2608.14558v12026
Cura 1T: Specialized Model for Agentic Healthcare
actAVA AI, :, Haolin Chen +9
cs.AIarXiv:2607.15314v22026
Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding
Haibo Wang, Zihao Lin, Zhiyang Xu +1
cs.CVcs.AIarXiv:2604.00528v22026
HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents
Qianchu Liu, Sheng Zhang, Guanghui Qin +16
cs.AIcs.CLcs.CVarXiv:2606.31179v12026
Summaries:한국어
SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning
Seokju Cho, Ryo Hachiuma, Abhishek Badki +8
cs.CVcs.AIarXiv:2606.13673v12026
Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates
Paiheng Xu, Jing Liu, Wei Ai
cs.CLcs.AIarXiv:2606.03029v12026
CroCo: Cross-Lingual Contrastive Preference Tuning on Self-Generations
Mike Zhang, Ali Basirat, Desmond Elliott
cs.CLcs.AIarXiv:2605.26293v12026
MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research
Dingbang Wu, Rui Hao, Haiyang Wang +8
cs.AIcs.CLarXiv:2605.26114v22026
Foundation Protocol: A Coordination Layer for Agentic Society
Bang Liu, Yongfeng Gu, Jiayi Zhang +26
cs.AIarXiv:2605.23218v12026
CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
Haolin Chen, Deon Metelski, Leon Qi +30
cs.CLcs.AIarXiv:2605.16679v22026
TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment
Zhewen Tan, Wenhan Yu, Jianfeng Si +9
cs.LGcs.AIarXiv:2601.18292v22026
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
Chuangtao Chen, Grace Li Zhang, Xunzhao Yin +3
cs.LGcs.AIarXiv:2604.13226v22026
LightMem: Lightweight and Efficient Memory-Augmented Generation
Jizhan Fang, Xinle Deng, Haoming Xu +9
cs.CLcs.AIcs.CVarXiv:2510.18866v42025
Type-Checked Compliance: Deterministic Guardrails for Agentic Financial Systems Using Lean 4 Theorem Proving
Devakh Rashie, Veda Rashi
cs.LOcs.AIcs.CRarXiv:2604.01483v12026
REVERE: Reflective Evolving Research Engineer
Balaji Dinesh Gangireddi, Aniketh Garikaparthi, Manasi Patwardhan +1
cs.SEcs.AIarXiv:2603.20667v22026
Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models
Isha Puri, Mehul Damani, Idan Shenfeld +3
cs.LGcs.AIcs.CLarXiv:2603.24844v12026
Memento-Skills: Let Agents Design Agents
Huichi Zhou, Siyuan Guo, Anjie Liu +14
cs.AIcs.CLcs.LGarXiv:2603.18743v12026
Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications
Kento Kawaharazuka, Jihoon Oh, Jun Yamada +2
cs.ROcs.AIcs.CVarXiv:2510.07077v12025
Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI
Ali Raza, Kim Phuc Tran, Ludovic Koehl +1
cs.LGcs.AIeess.SParXiv:2105.12497v22021
Unified Vision-Language Modeling via Concept Space Alignment
Yifu Qiu, Paul-Ambroise Duquenne, Holger Schwenk
cs.CVcs.AIcs.CLarXiv:2603.01096v12026
A Mixed Diet Makes DINO An Omnivorous Vision Encoder
Rishabh Kabra, Maks Ovsjanikov, Drew A. Hudson +5
cs.CVcs.AIarXiv:2602.24181v22026
DREAM: Deep Research Evaluation with Agentic Metrics
Elad Ben Avraham, Changhao Li, Ron Dorfman +8
cs.AIarXiv:2602.18940v12026
Implicit Intelligence -- Evaluating Agents on What Users Don't Say
Ved Sirdeshmukh, Marc Wetter
cs.AIarXiv:2602.20424v12026

Artificial Intelligence

CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?

The Hitchhiker's Guide to Agentic AI: From Foundations to Systems

Agentic Large Language Models, a survey

InstructMesh: Selective Refinement of Generative 3D Models for Fabrication

Twin Worlds: Equivariance-Based Abstention for Evidence-Grounded Reasoning

Why Didn't It Check? Unsupported Final Claims and Their Repair in Two Tool-Equipped Language Models

SpecMind: Enabling Spectrum Intelligence via Multi-Agent Hybrid Retrieval-Augmented Generation

PACEShop: Evaluating Personalized, Actionable, Compositional, and Evidence-grounded Shopping Assistants

On Scope Classification and Current Knowledge-Editing Benchmarks: A Negative Result, with INLAY as a Gradient-Free Case Study

When Composition Doesn't Add Up: Humans Identifying Defects in AI-Generated Images

Repair Is Nearly Generation: Multilingual Program Repair with LLMs

VINCENT: Validated Interaction Network for Cross-drug Explanation of Therapeutics

Multi-Behavior Hypergraph-Enhanced Transformer for Sequential Recommendation

TrajectoryCrafter: Redirecting Camera Trajectory for Monocular Videos via Diffusion Models

Right Diagnoses, Decorative Reasoning:A Perturbation Audit of Medical Chain-of-Thought

Neurosymbolic Alignment for Physiologically-Safe Clinical Language Models

Learning Language Games through Interaction

HMGCLIP: Heterogeneous Multi-Granularity Contrastive Learning for E-commerce Representation Learning

HBQ: Hierarchical Scaling Block Quantization with Hardware-Efficiency-Aware Design for Accurate LLM Inference

ReproAgent: Contract-Guided Paper-to-Code Reproduction

IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech

UI-R1: Enhancing Efficient Action Prediction of GUI Agents by Reinforcement Learning

The Multilingual FrameNet Corpus

Improving Few-Step Language Flows with Untied Self-Conditioning

GenCoord: Skill-Path Commitments under Private Information

Dissecting Neuro-Symbolic Quality Assurance for Synthetic Oncology Data Generation

Beyond Recall: Behavioral Specification as an Interpretive Layer for AI Personalization

Vis-Poison: Poisoning Visual Knowledge in Multimodal Retrieval-Augmented Generation

Stress-Testing the Reasoning Competence of LLMs With Proofs Under Minimal Formalism

Towards Quantifying Benchmark Optimization in ASR Models

FastKernels: Benchmarking GPU Kernel Generation in Production

From Storage to Access: Verifiable Activation of Parametric Knowledge in LLMs via Explicit Priming and Implicit Reasoning

COMIC: Reference-Aware Safety Gating for Multimodal Large Language Models

Memory OS of AI Agent

Pre-training Visual Dexterity in Simulation

RAGas: Retrieval-Augmented Gas Optimization for Smart Contracts with Continuous Knowledge Integration

RLCascadeRouter: Quality-Estimator-Free Cascade Routing via Reinforcement Learning

The Unwritten Benchmark: A New Challenge for Multimodal Machine Learning in Abstract Perceptual Reasoning

Cura 1T: Specialized Model for Agentic Healthcare

Think, Act, Build: An Agentic Framework with Vision Language Models for Zero-Shot 3D Visual Grounding

HealthAgentBench: A Unified Benchmark Suite of Realistic Agentic Healthcare Environments for Challenging Frontier AI Agents

SpatialClaw: Rethinking Action Interface for Agentic Spatial Reasoning

Conditional Hypothesis Generation for LLM-Based Text Analysis with Researcher-Specified Covariates

CroCo: Cross-Lingual Contrastive Preference Tuning on Self-Generations

MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research

Foundation Protocol: A Coordination Layer for Agentic Society

CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?

TriPlay-RL: Tri-Role Self-Play Reinforcement Learning for LLM Safety Alignment

KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs

LightMem: Lightweight and Efficient Memory-Augmented Generation

Type-Checked Compliance: Deterministic Guardrails for Agentic Financial Systems Using Lean 4 Theorem Proving

REVERE: Reflective Evolving Research Engineer

Reaching Beyond the Mode: RL for Distributional Reasoning in Language Models

Memento-Skills: Let Agents Design Agents

Vision-Language-Action Models for Robotics: A Review Towards Real-World Applications

Designing ECG Monitoring Healthcare System with Federated Transfer Learning and Explainable AI

Unified Vision-Language Modeling via Concept Space Alignment

A Mixed Diet Makes DINO An Omnivorous Vision Encoder

DREAM: Deep Research Evaluation with Agentic Metrics

Implicit Intelligence -- Evaluating Agents on What Users Don't Say