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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14,881 to 14,940 of 15,269

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction
Zhuofeng Li, Haoxiang Zhang, Cong Wei +16
cs.IRcs.AIarXiv:2605.05242v12026
Summaries:한국어
ELF: Embedded Language Flows
Keya Hu, Linlu Qiu, Yiyang Lu +5
cs.CLcs.AIcs.LGarXiv:2605.10938v22026
SkillGrad: Optimizing Agent Skills Like Gradient Descent
Hanyu Wang, Yifan Lan, Bochuan Cao +2
cs.AIarXiv:2605.27760v12026
MiniMax Sparse Attention
Xunhao Lai, Weiqi Xu, Yufeng Yang +14
cs.AIarXiv:2606.13392v22026
AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation
Priyam Sahoo, Gaurav Mittal, Xiaomin Li +4
cs.SEcs.AIarXiv:2605.12925v32026
Cosmos 3: Omnimodal World Models for Physical AI
NVIDIA, :, Aditi +293
cs.CVcs.AIcs.LGarXiv:2606.02800v42026
Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models
Glenn Jocher, Jing Qiu, Mengyu Liu +3
cs.CVcs.AIarXiv:2606.03748v12026
What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics
Sofiia Nikolenko, Michele Papucci, Mina Rezaei +1
cs.CLcs.AIcs.LGarXiv:2606.25182v12026
Drop-Then-Recovery: How Redundant Are Vision-Language-Action Models?
Guoheng Sun, Kaixi Feng, Shwai He +8
cs.ROcs.AIarXiv:2606.27755v12026
Critique of Agent Model
Eric Xing, Mingkai Deng, Jinyu Hou
cs.AIcs.LGcs.MAarXiv:2606.23991v12026
Mind the Heads: Topological Representation Alignment for Multimodal LLMs
Davide Caffagni, Alberto Compagnoni, Federico Melis +5
cs.CVcs.AIcs.CLarXiv:2606.23885v12026
Summaries:한국어
InSight: Self-Guided Skill Acquisition via Steerable VLAs
Maggie Wang, Lars Osterberg, Stephen Tian +3
cs.ROcs.AIcs.LGarXiv:2606.24884v12026
ReMMD: Realistic Multilingual Multi-Image Agentic Verification for Multimodal Misinformation Detection
Chenhao Dang, Dantong Zhu, Jun Yang +2
cs.AIarXiv:2606.24112v22026
Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generation
Atin Pothiraj, Jaemin Cho, Yue Zhang +2
cs.CVcs.AIarXiv:2606.25306v12026
COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami
Tom Zahavy, Shaobo Hou, Thomas Tumiel +16
cs.AIarXiv:2606.26299v12026
Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
Changdae Oh, Wendi Li, Seongheon Park +3
cs.LGcs.AIarXiv:2606.26080v12026
Play2Perfect: What Matters in Dexterous Play Pretraining for Precise Assembly?
Tyler Ga Wei Lum, Kushal Kedia, C. Karen Liu +1
cs.ROcs.AIarXiv:2606.26428v22026
Information-Aware KV Cache Compression for Long Reasoning
Jushi Kai, Zhuiri Xiao, Alexandra Birch +1
cs.CLcs.AIarXiv:2606.26875v12026
Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)
Ilia Larchenko
cs.ROcs.AIcs.LGarXiv:2606.27163v22026
MultiHashFormer: Hash-based Generative Language Models
Huiyin Xue, Atsuki Yamaguchi, Nikolaos Aletras
cs.CLcs.AIcs.LGarXiv:2606.28057v12026
Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation
Jiayi Xu, Di He, Guolin Ke
cs.CVcs.AIarXiv:2606.27978v12026
A Gravitational Interpretation of Fine-Tuning Reversion
Samuele Poppi, Nils Lukas
cs.LGcs.AIarXiv:2606.28525v12026
Towards Automating Scientific Review with Google's Paper Assistant Tool
Rajesh Jayaram, Drew Tyler, David Woodruff +4
cs.LGcs.AIcs.CLarXiv:2606.28277v12026
ReFreeKV: Towards Threshold-Free KV Cache Compression
Xuanfan Ni, Liyan Xu, Chenyang Lyu +6
cs.CLcs.AIcs.LGarXiv:2502.16886v42025
One Scene, Two Depths: Probing Geometric Ambiguity in Monocular Foundation Models
Xiaohao Xu, Feng Xue, Xiang Li +5
cs.CVcs.AIarXiv:2606.29600v12026
PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents
Seongjae Kang, Taehyung Yu, Sung Ju Hwang
cs.AIcs.CLarXiv:2606.29225v12026
Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark
Matthias Blaschke, Daniel Kienzle, Zsuzsanna Koczor-Benda +3
cs.LGcond-mat.mes-hallcs.AIarXiv:2606.30170v12026
SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing
Jiacheng Zhang, Haoyu He, Sen Zhang +5
cs.AIarXiv:2606.29887v12026
LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents
Yogeswar Reddy Thota
cs.OScs.AIcs.CVarXiv:2606.30697v12026
Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature
Subham Ghosh, Shubham Tiwari, Mohammad Ibrahim +1
cs.CVcond-mat.mtrl-scics.AIarXiv:2606.29667v12026
Little Brains, Big Feats: Exploring Compact Language Models
Dari Baturova, Elena Bruches, Ivan Chernov +3
cs.CLcs.AIarXiv:2606.30062v12026
JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications
Oxygen AIIC, Chan Long, Chao Liu +52
cs.AIarXiv:2606.28070v22026
DuoMem: Towards Capable On-Device Memory Agents via Dual-Space Distillation
Peyman Hosseini, Ondrej Bohdal, Ahmed Alajrami +6
cs.LGcs.AIarXiv:2606.29961v12026
3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance
Dongyoon Hwang, Byungkun Lee, Dongjin Kim +7
cs.ROcs.AIarXiv:2606.31329v22026
MuseBench: Benchmarking Intent-Level Audiovisual Arts Understanding in MLLMs
Yuxuan Fan, Gyusik Seo, Jing Hao +3
cs.CVcs.AIarXiv:2606.30026v12026
Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction
Mingzhe Du, Luu Anh Tuan, Tianyi Wu +4
cs.AIarXiv:2607.01764v12026
Rank-Then-Act: Reward-Free Control from Frame-Order Progress
Yuriy Maksyuta, George Bredis, Ruslan Rakhimov +1
cs.LGcs.AIarXiv:2607.01897v12026
Spectral Rewiring for Exploration, Purification, and Model Merging
Zhilong Zhang, Hongli Yu, Huan-ang Gao +5
cs.LGcs.AIarXiv:2607.03065v12026
MentalThink: Shaping Thoughts in Mental SVG World
Kangheng Lin, Jisheng Yin, Dingming Li +11
cs.AIarXiv:2607.03530v12026
CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-Centric 3D Scene Generation
Zhenyu Sun, Xiaohan Zhang, Qi Liu +1
cs.GRcs.AIarXiv:2607.03819v32026
CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation
Xuyao Huang, Zelai Deng, Xu Wang +2
cs.CVcs.AIarXiv:2607.03803v12026
dOPSD: On-Policy Self-Distillation for Diffusion Language Models
Phuong Tuan Dat, Qi Li, Xinchao Wang
cs.CLcs.AIarXiv:2607.04428v12026
LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL
Yujin Kim, Namgyu Ho, Sangmin Hwang +7
cs.AIarXiv:2607.04412v22026
GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks
Kaiyuan Chen, Shuangyu Xie, Letian Fu +21
cs.ROcs.AIcs.CLarXiv:2607.05369v12026
Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval
Suhyeong Park, Junha Jung, Jungwoo Park +1
cs.IRcs.AIcs.CLarXiv:2607.04605v22026
Unified Audio Intelligence Without Regressing on Text Intelligence
Zhifeng Kong, Sang-gil Lee, Jaehyeon Kim +17
cs.CLcs.AIcs.LGarXiv:2607.05196v22026
CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training
Max Van Puyvelde, Halil Ibrahim Gulluk, Wim Van Criekinge +1
cs.CVcs.AIcs.LGarXiv:2607.02998v22026
CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration
Hairui Zhu, Yiying Yang, Tengjin Weng +5
cs.CVcs.AIarXiv:2607.05465v12026
TREK: Distill to Explore, Reinforce to Refine
Yuanda Xu, Zhengze Zhou, Kayhan Behdin +10
cs.LGcs.AIstat.MLarXiv:2607.05339v12026
Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification
Aysan Ghayouri Pirsoltan, Shima Babakordi, Mohammad Reza Mohammadi
cs.CVcs.AIarXiv:2607.06309v12026
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing
Tommaso Cerruti, Tim Rieder, George Rowlands +2
cs.LGcs.AIarXiv:2607.07953v12026
Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE
Haozhan Tang, Zerui Wang, Yuxian Gu +2
cs.LGcs.AIarXiv:2607.07740v22026
DrugGen 2: A disease-aware language model for enhancing drug discovery
Ali Motahharynia, Mohammadreza Ghaffarzadeh-Esfahani, Mahsa Sheikholeslami +4
q-bio.QMcs.AIcs.LGarXiv:2607.08404v12026
Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms
Ezgi Korkmaz
cs.LGcs.AIarXiv:2607.07769v12026
Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models
Matteo Santelmo, Xiuying Wei, Israa Fakih +5
cs.AIarXiv:2607.08317v12026
OpenCoF: Learning to Reason Through Video Generation
Xinyan Chen, Ziyu Guo, Renrui Zhang +2
cs.CVcs.AIarXiv:2607.08763v12026
Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning
Vladislav Beliaev
cs.LGcs.AIcs.CLarXiv:2607.07690v12026
Phone Segmentation and Recognition through Phonological Activation Mapping
Shikhar Bharadwaj, Kwanghee Choi, Stephen McIntosh +8
eess.AScs.AIcs.CLarXiv:2607.09020v12026
CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation
Seungyong Lee, Hyun Jun Jang, Sangoh Kim +1
cs.CVcs.AIarXiv:2607.09362v12026
MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models
Tsz Hei Fan, Choi Wing Fung, Yuxuan Wan +2
cs.AIcs.GRarXiv:2607.11594v12026

Artificial Intelligence

Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction

ELF: Embedded Language Flows

SkillGrad: Optimizing Agent Skills Like Gradient Descent

MiniMax Sparse Attention

AgentLens: Revealing The Lucky Pass Problem in SWE-Agent Evaluation

Cosmos 3: Omnimodal World Models for Physical AI

Ultralytics YOLO26: Unified Real-Time End-to-End Vision Models

What Intermediate Layers Know: Detecting Jailbreaks from Entropy Dynamics

Drop-Then-Recovery: How Redundant Are Vision-Language-Action Models?

Critique of Agent Model

Mind the Heads: Topological Representation Alignment for Multimodal LLMs

InSight: Self-Guided Skill Acquisition via Steerable VLAs

ReMMD: Realistic Multilingual Multi-Image Agentic Verification for Multimodal Misinformation Detection

Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generation

COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami

Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents

Play2Perfect: What Matters in Dexterous Play Pretraining for Precise Assembly?

Information-Aware KV Cache Compression for Long Reasoning

Learning to Fold: prizewinning solution at LeHome Challenge 2026 (1st place online, 2nd offline)

MultiHashFormer: Hash-based Generative Language Models

Parallel Rollout Approximation for Pixel-Space Autoregressive Image Generation

A Gravitational Interpretation of Fine-Tuning Reversion

Towards Automating Scientific Review with Google's Paper Assistant Tool

ReFreeKV: Towards Threshold-Free KV Cache Compression

One Scene, Two Depths: Probing Geometric Ambiguity in Monocular Foundation Models

PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents

Beyond Drug Discovery: The Nanotechnology Molecular Optimization (NMO) Benchmark

SafePyramid: A Hierarchical Benchmark for In-context Policy Guardrailing

LUMOS: A Semantic Operating-System Layer for Accessibility-Grounded AI Agents

Unlocking the Visual Record of Materials Science: A Large-Scale Multimodal Dataset from Scientific Literature

Little Brains, Big Feats: Exploring Compact Language Models

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications

DuoMem: Towards Capable On-Device Memory Agents via Dual-Space Distillation

3D HAMSTER: Bridging Planning and Control in Hierarchical Vision Language Action Models through 3D Trajectory Guidance

MuseBench: Benchmarking Intent-Level Audiovisual Arts Understanding in MLLMs

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

Rank-Then-Act: Reward-Free Control from Frame-Order Progress

Spectral Rewiring for Exploration, Purification, and Model Merging

MentalThink: Shaping Thoughts in Mental SVG World

CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-Centric 3D Scene Generation

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

dOPSD: On-Policy Self-Distillation for Diffusion Language Models

LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL

GaP: A Graph-as-Policy Multi-Agent Self-Learning Harness For Variational Automation Tasks

Do All Visual Tokens Matter Equally? Object-Evidence Preserving Token Merging for Vision-Language Retrieval

Unified Audio Intelligence Without Regressing on Text Intelligence

CONFLUX: A Latent Diffusion Model for 3D Chest-CT Synthesis with RL Post-Training

CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

TREK: Distill to Explore, Reinforce to Refine

Token-Based Dual-view Fusion and Adaptation of Large Vision Models for Breast Cancer Classification

Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

DrugGen 2: A disease-aware language model for enhancing drug discovery

Principled Analysis of Deep Reinforcement Learning Evaluation and Design Paradigms

Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models

OpenCoF: Learning to Reason Through Video Generation

Agon: Competitive Cross-Model RL with Implicit Rival Grading of Reasoning

Phone Segmentation and Recognition through Phonological Activation Mapping

CtrlVTON: Controllable Virtual Try-On via Visual-Instance-Prompt Segmentation

MAGIC: Transition-Aware Generation of Navigable Multi-Scene Game Worlds with Large Language Models