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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5,041 to 5,100 of 15,291

20 years of network community detection
Santo Fortunato, M. E. J. Newman
physics.soc-phcs.AIcs.SIarXiv:2208.00111v22022
Accelerating Diffusion LLMs via Adaptive Parallel Decoding
Daniel Israel, Guy Van den Broeck, Aditya Grover
cs.CLcs.AIcs.LGarXiv:2506.00413v22025
CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities
Yuxuan Zhu, Antony Kellermann, Dylan Bowman +13
cs.CRcs.AIarXiv:2503.17332v42025
Preference Leakage: A Contamination Problem in LLM-as-a-judge
Dawei Li, Renliang Sun, Yue Huang +6
cs.LGcs.AIcs.CLarXiv:2502.01534v32025
On the Prospects of Dynamic LLM Conversations in Software Development
Annemarie Wittig, Alina Mailach, Janet Siegmund +1
cs.SEcs.AIarXiv:2608.30756v12026
Inductive Moment Matching
Linqi Zhou, Stefano Ermon, Jiaming Song
cs.LGcs.AIstat.MLarXiv:2503.07565v72025
GR-3 Technical Report
Chilam Cheang, Sijin Chen, Zhongren Cui +18
cs.ROcs.AIcs.CVarXiv:2507.15493v22025
Capabilities of GPT-5 on Multimodal Medical Reasoning
Shansong Wang, Mingzhe Hu, Qiang Li +2
cs.CLcs.AIarXiv:2508.08224v22025
NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
NVIDIA, :, Aarti Basant +214
cs.CLcs.AIcs.LGarXiv:2508.14444v42025
PyG 2.0: Scalable Learning on Real World Graphs
Matthias Fey, Jinu Sunil, Akihiro Nitta +10
cs.LGcs.AIarXiv:2507.16991v22025
DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning
Wenhao Yao, Zhenxin Li, Shiyi Lan +4
cs.ROcs.AIcs.CVarXiv:2506.06659v32025
I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences
Daryna Oliynyk, Rudolf Mayer, Andreas Rauber
cs.LGcs.AIcs.CRarXiv:2206.08451v22022
DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems
Muhammad Rehman Zafar, Naimul Mefraz Khan
cs.LGcs.AIstat.MLarXiv:1906.10263v12019
Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning
Inaam Ilahi, Muhammad Usama, Junaid Qadir +4
cs.LGcs.AIcs.CRarXiv:2001.09684v22020
Few-Shot Object Detection with Fully Cross-Transformer
Guangxing Han, Jiawei Ma, Shiyuan Huang +2
cs.CVcs.AIcs.MMarXiv:2203.15021v22022
Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory
Yuqi Wu, Wenzhao Zheng, Jie Zhou +1
cs.CVcs.AIcs.LGarXiv:2507.02863v22025
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
Haoang Chi, He Li, Wenjing Yang +5
cs.AIcs.CLcs.LGarXiv:2506.21215v12025
Latent Recurrent Thoughts: Recurrent Refinement of Proposed Latents for Reasoning with Frozen LLMs
Zhaoliang Chen, Jie Fu
cs.AIcs.CLarXiv:2609.01117v12026
Designing an Auditable LLM-Supported Workflow for Qualitative Thematic Analysis
Nadia Jul Jeldtoft, Tariq Yousef
cs.AIcs.SEarXiv:2608.30543v12026
Contrastive Explanation: A Structural-Model Approach
Tim Miller
cs.AIarXiv:1811.03163v22018
Prompt-Robust Language Models: Which Training Strategies Work?
Frederic Sadrieh, Michal Štefánik
cs.AIarXiv:2609.01217v12026
YOLOv8 to YOLO11: A Comprehensive Architecture In-depth Comparative Review
Priyanto Hidayatullah, Nurjannah Syakrani, Muhammad Rizqi Sholahuddin +2
cs.CVcs.AIarXiv:2501.13400v42025
Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution
Zouying Cao, Jiaji Deng, Li Yu +4
cs.AIcs.CLarXiv:2512.10696v22025
A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
Kun Wang, Guibin Zhang, Zhenhong Zhou +100
cs.CRcs.AIcs.CLarXiv:2504.15585v42025
AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
Yang Chen, Zhuolin Yang, Zihan Liu +5
cs.LGcs.AIcs.CLarXiv:2505.16400v32025
Towards a Reliable and Practical Eval Pipeline
Emma Thuong Nguyen, Abhishek Ghose
cs.AIcs.SEarXiv:2609.00805v12026
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
Wei Tao, Yucheng Zhou, Yanlin Wang +3
cs.SEcs.AIarXiv:2403.17927v22024
The Privacy-Hallucination Tradeoff in Differentially Private Language Models
Krithika Ramesh, Krishna Pillutla, Danish Pruthi +1
cs.AIcs.CLarXiv:2609.00492v12026
From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows
Mohamed Amine Ferrag, Norbert Tihanyi, Djallel Hamouda +3
cs.CRcs.AIarXiv:2506.23260v22025
jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval
Michael Günther, Saba Sturua, Mohammad Kalim Akram +8
cs.AIcs.CLcs.IRarXiv:2506.18902v32025
Kevin: Multi-Turn RL for Generating CUDA Kernels
Carlo Baronio, Pietro Marsella, Ben Pan +2
cs.LGcs.AIcs.PFarXiv:2507.11948v12025
MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining
LLM-Core Xiaomi, :, Bingquan Xia +62
cs.CLcs.AIcs.LGarXiv:2505.07608v22025
Combining Deep Reinforcement Learning and Search for Imperfect-Information Games
Noam Brown, Anton Bakhtin, Adam Lerer +1
cs.GTcs.AIcs.LGarXiv:2007.13544v22020
TransZero: Attribute-guided Transformer for Zero-Shot Learning
Shiming Chen, Ziming Hong, Yang Liu +6
cs.CVcs.AIarXiv:2112.01683v12021
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides
Hao Zheng, Xinyan Guan, Hao Kong +7
cs.AIcs.CLarXiv:2501.03936v32025
Zero-Shot Respiratory Sound Classification through LLM-Augmented Audio-Text Alignment
Mustafa Talha İlerisoy, Hung Manh Pham, Mathias Funk +2
cs.CLcs.AIcs.SDarXiv:2609.00055v12026
Diffusion Adversarial Post-Training for One-Step Video Generation
Shanchuan Lin, Xin Xia, Yuxi Ren +3
cs.CVcs.AIcs.LGarXiv:2501.08316v32025
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
Qianhui Wu, Kanzhi Cheng, Rui Yang +15
cs.CLcs.AIcs.CVarXiv:2506.03143v12025
EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos
Ruihan Yang, Qinxi Yu, Yecheng Wu +12
cs.ROcs.AIcs.CVarXiv:2507.12440v32025
A Survey of AI Agent Protocols
Yingxuan Yang, Huacan Chai, Yuanyi Song +11
cs.AIarXiv:2504.16736v32025
TAMI: Temporally Aligned, Missingness-Aware, and Interpretable Multimodal Fusion for Mental Health Assessment in Older Adults with Mild Cognitive Impairment
Merna Bibars, Bolaji Omofojoye, Allan I. Levey +3
cs.CVcs.AIarXiv:2608.30857v12026
Process Reward Models That Think
Muhammad Khalifa, Rishabh Agarwal, Lajanugen Logeswaran +5
cs.LGcs.AIcs.CLarXiv:2504.16828v52025
MemoryGraft: Persistent Compromise of LLM Agents via Poisoned Experience Retrieval
Saksham Sahai Srivastava, Haoyu He
cs.CRcs.AIcs.LGarXiv:2512.16962v12025
Transformer Language Models without Positional Encodings Still Learn Positional Information
Adi Haviv, Ori Ram, Ofir Press +2
cs.CLcs.AIcs.LGarXiv:2203.16634v22022
Aether: Geometric-Aware Unified World Modeling
Aether Team, Haoyi Zhu, Yifan Wang +8
cs.CVcs.AIcs.LGarXiv:2503.18945v32025
Addressing Complex and Subjective Product-Related Queries with Customer Reviews
Julian McAuley, Alex Yang
cs.IRcs.AIcs.SIarXiv:1512.06863v12015
Reward-Guided Speculative Decoding for Efficient LLM Reasoning
Baohao Liao, Yuhui Xu, Hanze Dong +5
cs.CLcs.AIarXiv:2501.19324v32025
Progent: Securing AI Agents with Privilege Control
Tianneng Shi, Jingxuan He, Zhun Wang +4
cs.CRcs.AIarXiv:2504.11703v32025
DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping
Yifan Zhong, Xuchuan Huang, Ruochong Li +9
cs.ROcs.AIarXiv:2502.20900v52025
GuardReasoner: Towards Reasoning-based LLM Safeguards
Yue Liu, Hongcheng Gao, Shengfang Zhai +9
cs.CRcs.AIcs.LGarXiv:2501.18492v22025
The Road Less Scheduled
Aaron Defazio, Xingyu Alice Yang, Harsh Mehta +3
cs.LGcs.AImath.OCarXiv:2405.15682v42024
OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting
Xing Hu, Yuan Cheng, Dawei Yang +6
cs.LGcs.AIarXiv:2501.13987v12025
Scaling up Masked Diffusion Models on Text
Shen Nie, Fengqi Zhu, Chao Du +5
cs.AIcs.CLcs.LGarXiv:2410.18514v32024
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
Xiangxiang Chu, Xiaoxing Wang, Bo Zhang +3
cs.LGcs.AIcs.CVarXiv:2009.01027v22020
Small Models Struggle to Learn from Strong Reasoners
Yuetai Li, Xiang Yue, Zhangchen Xu +5
cs.AIarXiv:2502.12143v32025
Scaling Spatial Intelligence with Multimodal Foundation Models
Zhongang Cai, Ruisi Wang, Chenyang Gu +26
cs.CVcs.AIcs.LGarXiv:2511.13719v42025
Understanding Reasoning in Thinking Language Models via Steering Vectors
Constantin Venhoff, Iván Arcuschin, Philip Torr +2
cs.LGcs.AIarXiv:2506.18167v42025
VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use
Dongfu Jiang, Yi Lu, Zhuofeng Li +9
cs.AIcs.CLcs.CVarXiv:2509.01055v32025
Multi-Agent Collaboration via Evolving Orchestration
Yufan Dang, Chen Qian, Xueheng Luo +11
cs.CLcs.AIcs.MAarXiv:2505.19591v22025
What Can We Learn from Collective Human Opinions on Natural Language Inference Data?
Yixin Nie, Xiang Zhou, Mohit Bansal
cs.CLcs.AIcs.LGarXiv:2010.03532v22020

Artificial Intelligence

20 years of network community detection

Accelerating Diffusion LLMs via Adaptive Parallel Decoding

CVE-Bench: A Benchmark for AI Agents' Ability to Exploit Real-World Web Application Vulnerabilities

Preference Leakage: A Contamination Problem in LLM-as-a-judge

On the Prospects of Dynamic LLM Conversations in Software Development

Inductive Moment Matching

GR-3 Technical Report

Capabilities of GPT-5 on Multimodal Medical Reasoning

NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model

PyG 2.0: Scalable Learning on Real World Graphs

DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning

I Know What You Trained Last Summer: A Survey on Stealing Machine Learning Models and Defences

DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems

Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Few-Shot Object Detection with Fully Cross-Transformer

Point3R: Streaming 3D Reconstruction with Explicit Spatial Pointer Memory

Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?

Latent Recurrent Thoughts: Recurrent Refinement of Proposed Latents for Reasoning with Frozen LLMs

Designing an Auditable LLM-Supported Workflow for Qualitative Thematic Analysis

Contrastive Explanation: A Structural-Model Approach

Prompt-Robust Language Models: Which Training Strategies Work?

YOLOv8 to YOLO11: A Comprehensive Architecture In-depth Comparative Review

Remember Me, Refine Me: A Dynamic Procedural Memory Framework for Experience-Driven Agent Evolution

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment

AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning

Towards a Reliable and Practical Eval Pipeline

MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution

The Privacy-Hallucination Tradeoff in Differentially Private Language Models

From Prompt Injections to Protocol Exploits: Threats in LLM-Powered AI Agents Workflows

jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval

Kevin: Multi-Turn RL for Generating CUDA Kernels

MiMo: Unlocking the Reasoning Potential of Language Model -- From Pretraining to Posttraining

Combining Deep Reinforcement Learning and Search for Imperfect-Information Games

TransZero: Attribute-guided Transformer for Zero-Shot Learning

PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

Zero-Shot Respiratory Sound Classification through LLM-Augmented Audio-Text Alignment

Diffusion Adversarial Post-Training for One-Step Video Generation

GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents

EgoVLA: Learning Vision-Language-Action Models from Egocentric Human Videos

A Survey of AI Agent Protocols

TAMI: Temporally Aligned, Missingness-Aware, and Interpretable Multimodal Fusion for Mental Health Assessment in Older Adults with Mild Cognitive Impairment

Process Reward Models That Think

MemoryGraft: Persistent Compromise of LLM Agents via Poisoned Experience Retrieval

Transformer Language Models without Positional Encodings Still Learn Positional Information

Aether: Geometric-Aware Unified World Modeling

Addressing Complex and Subjective Product-Related Queries with Customer Reviews

Reward-Guided Speculative Decoding for Efficient LLM Reasoning

Progent: Securing AI Agents with Privilege Control

DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping

GuardReasoner: Towards Reasoning-based LLM Safeguards

The Road Less Scheduled

OstQuant: Refining Large Language Model Quantization with Orthogonal and Scaling Transformations for Better Distribution Fitting

Scaling up Masked Diffusion Models on Text

DARTS-: Robustly Stepping out of Performance Collapse Without Indicators

Small Models Struggle to Learn from Strong Reasoners

Scaling Spatial Intelligence with Multimodal Foundation Models

Understanding Reasoning in Thinking Language Models via Steering Vectors

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Multi-Agent Collaboration via Evolving Orchestration

What Can We Learn from Collective Human Opinions on Natural Language Inference Data?