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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24,661 to 24,720 of 27,164

IQuest-Coder-V1 Technical Report
Jian Yang, Wei Zhang, Shawn Guo +35
cs.AIcs.CLcs.SEarXiv:2603.16733v12026
MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments
Giridhar Ganapavarapu, Dhaval Patel
cs.AIcs.MAarXiv:2605.09131v12026
Watch Before You Answer: Learning from Visually Grounded Post-Training
Yuxuan Zhang, EunJeong Hwang, Huaisong Zhang +8
cs.CVcs.AIcs.CLarXiv:2604.05117v12026
dVoting: Fast Voting for dLLMs
Sicheng Feng, Zigeng Chen, Xinyin Ma +2
cs.CLcs.AIarXiv:2602.12153v12026
Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study
Hao Dong, Hongzhao Li, Shupan Li +3
cs.CVcs.AIcs.LGarXiv:2605.06643v12026
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors
Jiejun Tan, Zhicheng Dou, Xinyu Yang +4
cs.CRcs.AIcs.CLarXiv:2605.31042v12026
Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use
Yize Cheng, Chenrui Fan, Mahdi JafariRaviz +2
cs.AIarXiv:2605.14038v22026
O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning
Mei Yuan, Qi Long, Qifeng Wu +5
cs.CVcs.AIcs.CLarXiv:2607.18142v12026
Adapting Vision-Language Models for E-commerce Understanding at Scale
Matteo Nulli, Vladimir Orshulevich, Tala Bazazo +9
cs.CVcs.AIarXiv:2602.11733v12026
Olaf-World: Orienting Latent Actions for Video World Modeling
Yuxin Jiang, Yuchao Gu, Ivor W. Tsang +1
cs.CVcs.AIcs.LGarXiv:2602.10104v22026
InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training
Ziyun Zhang, Zezhou Wang, Xiaoyi Zhang +4
cs.CLcs.AIcs.CVarXiv:2601.04126v32026
Meta-Harness: End-to-End Optimization of Model Harnesses
Yoonho Lee, Roshen Nair, Qizheng Zhang +3
cs.AIarXiv:2603.28052v12026
Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization
Ryota Komatsu, Kota Kawakita, Takuma Okamoto +1
cs.CLcs.AIcs.SDarXiv:2607.04064v12026
Structurally Aligned Subtask-Level Memory for Software Engineering Agents
Kangning Shen, Jingyuan Zhang, Chenxi Sun +2
cs.SEcs.AIarXiv:2602.21611v12026
Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion
Zhongjie Duan, Hong Zhang, Yingda Chen
cs.LGcs.AIcs.CVarXiv:2604.24351v12026
SoK: Agentic Skills -- Beyond Tool Use in LLM Agents
Yanna Jiang, Delong Li, Haiyu Deng +4
cs.CRcs.AIcs.CEarXiv:2602.20867v12026
TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents
Jiaqi Wang, Wenhao Zhang, Weijie Shi +2
cs.LGcs.AIarXiv:2604.24005v32026
Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models
Songlin Yang, Xianghao Kong, Anyi Rao
cs.CVcs.AIarXiv:2604.10949v12026
Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Agents
Shubham Vatsal, Harsh Dubey, Aditi Singh
cs.AIcs.CYarXiv:2602.04813v12026
Ask don't tell: Reducing sycophancy in large language models
Magda Dubois, Cozmin Ududec, Christopher Summerfield +1
cs.HCcs.AIarXiv:2602.23971v42026
Qwen-Image-Flash: Beyond Objective Design
Tianhe Wu, Kun Yan, Zikai Zhou +21
cs.CVcs.AIcs.GRarXiv:2606.03746v22026
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?
Yue Zhang, Zun Wang, Han Lin +3
cs.CVcs.AIcs.CLarXiv:2605.30557v12026
Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models
Yuhao Dong, Zuyan Liu, Shulin Tian +2
cs.CVcs.AIcs.LGarXiv:2603.18118v12026
Don't Make Models Guess Security and Safety: Symbolic Guardrails for Domain-Specific AI Agents
Yining Hong, Yining She, Eunsuk Kang +2
cs.SEcs.AIcs.CRarXiv:2604.15579v22026
AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios
Kou Shi, Ziao Zhang, Shiting Huang +7
cs.AIarXiv:2605.27995v22026
IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs
Yuzhen Mao, Qitong Wang, Martin Ester +1
cs.LGcs.AIarXiv:2604.10539v12026
Active Learners as Efficient PRP Rerankers
Jeremías Figueiredo Paschmann, Juan Kaplan, Francisco Nattero +3
cs.LGcs.AIcs.CLarXiv:2605.14236v22026
LawThinker: A Deep Research Legal Agent in Dynamic Environments
Xinyu Yang, Chenlong Deng, Tongyu Wen +2
cs.AIarXiv:2602.12056v12026
Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models
Vipula Rawte, Ryan Rossi, Franck Dernoncourt +1
cs.AIarXiv:2604.21193v12026
SPACENUM: Revisiting Spatial Numerical Understanding in VLMs
Jianshu Zhang, Yijiang Li, Huifeixin Chen +4
cs.AIarXiv:2605.23898v12026
EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery
Amy Xin, Jiening Siow, Junjie Wang +5
cs.AIcs.CLarXiv:2606.13662v22026
HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers
Guozhen Zhang, Xuerui Qiu, Yutao Cui +11
cs.CVcs.AIarXiv:2606.13289v12026
Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling
Eilam Shapira, Moshe Tennenholtz, Roi Reichart
cs.LGcs.AIcs.CLarXiv:2605.12411v12026
3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding
Makanjuola Ogunleye, Eman Abdelrahman, Ismini Lourentzou
cs.CVcs.AIcs.LGarXiv:2604.08645v12026
Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch
Yirong Zeng, Xiao Ding, Yutai Hou +9
cs.LGcs.AIarXiv:2511.01934v22025
Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)
Samer Awad, Javier Conde, Carlos Arriaga +3
cs.CLcs.AIarXiv:2605.27268v12026
Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning
Chaofan Ma, Zhenjie Mao, Yuhuan Yang +5
cs.CVcs.AIarXiv:2606.11683v12026
Experience Transfer for Multimodal LLM Agents in Minecraft Game
Chenghao Li, Jun Liu, Songbo Zhang +7
cs.AIarXiv:2604.05533v12026
CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs
Yicheng He, Zheng Zhao, Zhou Kaiyu +3
cs.SEcs.AIarXiv:2602.07080v12026
CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence
Tianle Zeng, Yanci Wen, Hong Zhang
cs.ROcs.AIcs.CVarXiv:2603.28032v22026
ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?
Woojung Song, Nalim Kim, Sangjun Song +3
cs.CLcs.AIarXiv:2606.05553v12026
MemRerank: Preference Memory for Personalized Product Reranking
Zhiyuan Peng, Xuyang Wu, Huaixiao Tou +2
cs.CLcs.AIcs.LGarXiv:2603.29247v32026
No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data
Dmitry Karpov
cs.CLcs.AIcs.LGarXiv:2602.04442v12026
Breaking the Static Graph: Context-Aware Traversal for Robust Retrieval-Augmented Generation
Kwun Hang Lau, Fangyuan Zhang, Boyu Ruan +4
cs.CLcs.AIarXiv:2602.01965v12026
X2SAM: Any Segmentation in Images and Videos
Hao Wang, Limeng Qiao, Chi Zhang +4
cs.CVcs.AIarXiv:2605.00891v12026
From Agent-Only Social Networks to Autonomous Scientific Research: Lessons from OpenClaw and Moltbook, and the Architecture of ClawdLab and Beach.Science
Lukas Weidener, Marko Brkić, Phillip Lee +3
cs.AIarXiv:2602.19810v32026
Squeez: Task-Conditioned Tool-Output Pruning for Coding Agents
Ádám Kovács
cs.SEcs.AIarXiv:2604.04979v12026
Solver-Aided Verification of Policy Compliance in Tool-Augmented LLM Agents
Cailin Winston, Claris Winston, René Just
cs.SEcs.AIarXiv:2603.20449v12026
VLANeXt: Recipes for Building Strong VLA Models
Xiao-Ming Wu, Bin Fan, Kang Liao +6
cs.CVcs.AIcs.ROarXiv:2602.18532v22026
SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization
Jiarui Yuan, Tailin Jin, Weize Chen +1
cs.CLcs.AIcs.LGarXiv:2602.04811v22026
InCoder-32B-Thinking: Industrial Code World Model for Thinking
Jian Yang, Wei Zhang, Jiajun Wu +22
cs.ARcs.AIcs.CLarXiv:2604.03144v12026
When to Trust Imagination: Adaptive Action Execution for World Action Models
Rui Wang, Yue Zhang, Jiehong Lin +4
cs.ROcs.AIarXiv:2605.06222v22026
BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs
Nicolas Boizard, Théo Deschamps-Berger, Hippolyte Gisserot-Boukhlef +2
cs.CLcs.AIarXiv:2604.02045v12026
Demystifying Video Reasoning
Ruisi Wang, Zhongang Cai, Fanyi Pu +11
cs.CVcs.AIarXiv:2603.16870v32026
PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization
Dawei Xiang, Wenyan Xu, Kexin Chu +5
cs.MAcs.AIarXiv:2509.12446v22025
SpatialNav: Leveraging Spatial Scene Graphs for Zero-Shot Vision-and-Language Navigation
Jiwen Zhang, Zejun Li, Siyuan Wang +3
cs.CVcs.AIcs.ROarXiv:2601.06806v12026
Vega: Learning to Drive with Natural Language Instructions
Sicheng Zuo, Yuxuan Li, Wenzhao Zheng +3
cs.CVcs.AIcs.ROarXiv:2603.25741v22026
Making Avatars Interact: Towards Text-Driven Human-Object Interaction for Controllable Talking Avatars
Youliang Zhang, Zhengguang Zhou, Zhentao Yu +11
cs.CVcs.AIcs.CLarXiv:2602.01538v12026
Meta-CoT: Enhancing Granularity and Generalization in Image Editing
Shiyi Zhang, Yiji Cheng, Tiankai Hang +8
cs.CVcs.AIcs.LGarXiv:2604.24625v12026
DynaWeb: Model-Based Reinforcement Learning of Web Agents
Hang Ding, Peidong Liu, Junqiao Wang +7
cs.CLcs.AIarXiv:2601.22149v22026

Artificial Intelligence

IQuest-Coder-V1 Technical Report

MCP-Cosmos: World Model-Augmented Agents for Complex Task Execution in MCP Environments

Watch Before You Answer: Learning from Visually Grounded Post-Training

dVoting: Fast Voting for dLLMs

Are We Making Progress in Multimodal Domain Generalization? A Comprehensive Benchmark Study

From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors

Model-Adaptive Tool Necessity Reveals the Knowing-Doing Gap in LLM Tool Use

O-VAD: Industrial Video Anomaly Detection through Object-Centric Tracking and Reasoning

Adapting Vision-Language Models for E-commerce Understanding at Scale

Olaf-World: Orienting Latent Actions for Video World Modeling

InfiniteWeb: Scalable Web Environment Synthesis for GUI Agent Training

Meta-Harness: End-to-End Optimization of Model Harnesses

Speaker-Disentangled Chunk-Wise Regression for Syllabic Tokenization

Structurally Aligned Subtask-Level Memory for Software Engineering Agents

Diffusion Templates: A Unified Plugin Framework for Controllable Diffusion

SoK: Agentic Skills -- Beyond Tool Use in LLM Agents

TCOD: Exploring Temporal Curriculum in On-Policy Distillation for Multi-turn Autonomous Agents

Pseudo-Unification: Entropy Probing Reveals Divergent Information Patterns in Unified Multimodal Models

Agentic AI in Healthcare & Medicine: A Seven-Dimensional Taxonomy for Empirical Evaluation of LLM-based Agents

Ask don't tell: Reducing sycophancy in large language models

Qwen-Image-Flash: Beyond Objective Design

Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?

Insight-V++: Towards Advanced Long-Chain Visual Reasoning with Multimodal Large Language Models

Don't Make Models Guess Security and Safety: Symbolic Guardrails for Domain-Specific AI Agents

AsyncTool: Evaluating the Asynchronous Function Calling Capability under Multi-Task Scenarios

IceCache: Memory-efficient KV-cache Management for Long-Sequence LLMs

Active Learners as Efficient PRP Rerankers

LawThinker: A Deep Research Legal Agent in Dynamic Environments

Trust but Verify: Introducing DAVinCI -- A Framework for Dual Attribution and Verification in Claim Inference for Language Models

SPACENUM: Revisiting Spatial Numerical Understanding in VLMs

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers

Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling

3D-VCD: Hallucination Mitigation in 3D-LLM Embodied Agents through Visual Contrastive Decoding

Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch

Lost in Sampling: Assessing Lexical Reachability in LLMs via the Word Coverage Score (WCS)

Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning

Experience Transfer for Multimodal LLM Agents in Minecraft Game

CodeCircuit: Toward Inferring LLM-Generated Code Correctness via Attribution Graphs

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

ArcANE: Do Role-Playing Language Agents Stay in Character at the Right Time?

MemRerank: Preference Memory for Personalized Product Reranking

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data

Breaking the Static Graph: Context-Aware Traversal for Robust Retrieval-Augmented Generation

X2SAM: Any Segmentation in Images and Videos

From Agent-Only Social Networks to Autonomous Scientific Research: Lessons from OpenClaw and Moltbook, and the Architecture of ClawdLab and Beach.Science

Squeez: Task-Conditioned Tool-Output Pruning for Coding Agents

Solver-Aided Verification of Policy Compliance in Tool-Augmented LLM Agents

VLANeXt: Recipes for Building Strong VLA Models

SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization

InCoder-32B-Thinking: Industrial Code World Model for Thinking

When to Trust Imagination: Adaptive Action Execution for World Action Models

BidirLM: From Text to Omnimodal Bidirectional Encoders by Adapting and Composing Causal LLMs

Demystifying Video Reasoning

PromptSculptor: Multi-Agent Based Text-to-Image Prompt Optimization

SpatialNav: Leveraging Spatial Scene Graphs for Zero-Shot Vision-and-Language Navigation

Vega: Learning to Drive with Natural Language Instructions

Making Avatars Interact: Towards Text-Driven Human-Object Interaction for Controllable Talking Avatars

Meta-CoT: Enhancing Granularity and Generalization in Image Editing

DynaWeb: Model-Based Reinforcement Learning of Web Agents