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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12,061 to 12,120 of 15,271

Meissa: Multi-modal Medical Agentic Intelligence
Yixiong Chen, Xinyi Bai, Yue Pan +2
cs.AIarXiv:2603.09018v12026
Multimodal Prompt Learning with Irregular EHRs for Robust Monitoring of Critical Care Patients
Yixin Yang, Yueyang Sun, Weichen Liu +2
cs.AIarXiv:2608.21941v12026
One-Step Evolution for Long-Time Extrapolation: An Error-Bound-Informed and Prior-Guided Neural Residual Framework for Autonomous PDEs
Maqun Zhang, Feng Gao, Wankun Chen +3
cs.AIcs.LGarXiv:2608.22026v12026
SPILLage: Agentic Oversharing on the Web
Jaechul Roh, Eugene Bagdasarian, Hamed Haddadi +1
cs.AIarXiv:2602.13516v12026
SPAR-Hate: An Auditor-Guided Multi-Agent Framework for Bilingual Hate Speech Parsing
Yifan Lyu, Dianqing Lin, Xinran Li +2
cs.AIarXiv:2608.22018v12026
AudioLDM: Text-to-Audio Generation with Latent Diffusion Models
Haohe Liu, Zehua Chen, Yi Yuan +5
cs.SDcs.AIcs.MMarXiv:2301.12503v32023
Summaries:简体中文
Redteaming Leading Arabic LLMs with ASAS
Fidaa Abed, Haidar Khan, M Saiful Bari +2
cs.AIarXiv:2608.21985v12026
HalluHard: A Hard Multi-Turn Hallucination Benchmark
Dongyang Fan, Sebastien Delsad, Nicolas Flammarion +1
cs.AIcs.CLarXiv:2602.01031v12026
Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks
Lukas Struppek, Adam Gleave, Kellin Pelrine
cs.CRcs.AIcs.CLarXiv:2602.14689v12026
Beyond Similarity: Heterogeneous Graph Learning for Multi-Objective Food Substitution in Charitable Food Agencies
Naimur Rahman Chowdhury, Limon Bin Hossain
cs.AIarXiv:2608.21979v12026
Closed-loop AI achieves certifiable engineering design
Tianyi Yu, Chengxing Tao, Haoxuan Shen +8
cs.AIarXiv:2608.21976v12026
Repo2Skill-Evo: Repository Skills Go Stale in Silence
Chenyuan Duan, Ge Shi, Zineng Mao +10
cs.AIcs.SEarXiv:2608.21964v12026
SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality
Hyunwoo Kim, Byoungchan Ko, Minseok Kang +5
cs.AIarXiv:2608.21952v12026
A Large-Scale Car Dataset for Fine-Grained Categorization and Verification
Linjie Yang, Ping Luo, Chen Change Loy +1
cs.CVcs.AIarXiv:1506.08959v22015
RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents
Jialiang Zhu, Gongrui Zhang, Xiaolong Ma +17
cs.CLcs.AIarXiv:2602.02486v12026
PixelGen: Improving Pixel Diffusion with Perceptual Supervision
Zehong Ma, Ruihan Xu, Shiliang Zhang
cs.CVcs.AIarXiv:2602.02493v22026
TessIndex: Capability Verified Identity System for the Agent Economy
Mehul Goenka, Tejas Pathak, Siddharth Asthana
cs.AIcs.CRcs.MAarXiv:2608.21942v12026
PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents
Yuxiang Chai, Shunye Tang, Han Xiao +2
cs.AIarXiv:2603.08013v12026
graph2vec: Learning Distributed Representations of Graphs
Annamalai Narayanan, Mahinthan Chandramohan, Rajasekar Venkatesan +3
cs.AIcs.CLcs.CRarXiv:1707.05005v12017
On Randomness in Agentic Evals
Bjarni Haukur Bjarnason, André Silva, Martin Monperrus
cs.LGcs.AIcs.SEarXiv:2602.07150v32026
Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning
Dongjie Cheng, Yongqi Li, Zhixin Ma +5
cs.AIarXiv:2601.09536v22026
Consistency Is Not Coherence: Orientation Search for Certified Alignments Between 4D Defence Upper Ontologies
Fabio Rovai
cs.AIcs.DBcs.LOarXiv:2608.21914v12026
GameDevBench: Evaluating Agentic Capabilities Through Game Development
Wayne Chi, Yixiong Fang, Arnav Yayavaram +8
cs.AIcs.CLcs.SEarXiv:2602.11103v22026
CoPE-VideoLM: Leveraging Codec Primitives For Efficient Video Language Modeling
Sayan Deb Sarkar, Rémi Pautrat, Ondrej Miksik +4
cs.CVcs.AIcs.CLarXiv:2602.13191v22026
AI Watchdog: Agent Interfaces for Detecting and Defending Against Manipulative Dark Patterns in AI Conversations
Rachel Poonsiriwong, Chayapatr, Archiwaranguprok +4
cs.AIcs.HCarXiv:2608.21841v12026
SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature
Yiming Ren, Junjie Wang, Yuxin Meng +11
cs.CLcs.AIcs.MMarXiv:2601.10108v12026
Learning a Generative Meta-Model of LLM Activations
Grace Luo, Jiahai Feng, Trevor Darrell +2
cs.LGcs.AIcs.CLarXiv:2602.06964v12026
ESCRAG-R1: Retrieval-Augmented Reinforcement Learning for Emotional Support Conversation
Weichu Liu, Yuxuan Hu, Yirong Sun +6
cs.AIarXiv:2608.21925v12026
Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs
Pengrui Han, Xueqiang Xu, Keyang Xuan +12
cs.AIcs.CLcs.LGarXiv:2602.07276v12026
FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection
Mingyu Ouyang, Kevin Qinghong Lin, Mike Zheng Shou +1
cs.CVcs.AIcs.CLarXiv:2601.03928v12026
Training Needs Trustworthy Worlds: Verified Synthetic Web Environments for Agent Learning
Chenghao Zhang, Canran Xiao, SaiSai Hu +1
cs.AIarXiv:2608.21898v12026
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Lingjiao Chen, Matei Zaharia, James Zou
cs.LGcs.AIcs.CLarXiv:2305.05176v12023
Yi: Open Foundation Models by 01.AI
01. AI, :, Alex Young +30
cs.CLcs.AIarXiv:2403.04652v32024
From Solver Feedback to Faithful Plans: Multi-Role Reinforcement Learning for Symbolic Planning
Chenghao Zhang, Yikai Mao, Shanqi Liu +3
cs.AIarXiv:2608.21897v12026
DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning
Wenhan Xiong, Thien Hoang, William Yang Wang
cs.CLcs.AIarXiv:1707.06690v32017
MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head
Kewei Zhang, Ye Huang, Yufan Deng +5
cs.CVcs.AIarXiv:2601.07832v22026
HiMA-MDD: A Hierarchical Multi-Agent Harness for Interpretable Multimodal Depression Detection in Clinical Interviews
Ao Chen, Xiaojiang Peng
cs.AIarXiv:2608.21868v12026
Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang +3
cs.CLcs.AIarXiv:2302.06476v32023
LLM4LLM: Bridging Kernel Benchmarks and Real Deployment via Closed-Loop Agentic Optimization
Hui Zeng, Pengfei Yang, Yanxin Chen +2
cs.AIarXiv:2608.21836v12026
Domain Adaptation: Learning Bounds and Algorithms
Yishay Mansour, Mehryar Mohri, Afshin Rostamizadeh
cs.LGcs.AIarXiv:0902.3430v32009
Spectral Attention Steering for Prompt Highlighting
Weixian Waylon Li, Yuchen Niu, Yongxin Yang +3
cs.CLcs.AIarXiv:2603.01281v12026
Whose Opinions Do Language Models Reflect?
Shibani Santurkar, Esin Durmus, Faisal Ladhak +3
cs.CLcs.AIcs.CYarXiv:2303.17548v12023
Beyond Success and Failure: Length-Aware Contrastive Learning for GUI Agents
Chengyang Gu, Le Zhang, Jingbo Zhou +6
cs.AIarXiv:2608.21830v12026
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation
Chengzhuo Tong, Mingkun Chang, Shenglong Zhang +12
cs.CVcs.AIarXiv:2601.10061v12026
Rethinking Coarse-to-Fine Approach in Single Image Deblurring
Sung-Jin Cho, Seo-Won Ji, Jun-Pyo Hong +2
cs.CVcs.AIarXiv:2108.05054v22021
Hints, Critics, and Teachers: Prior Injection for Sparse-Reward RL in Vision-Language Math Reasoning
Qiqian Fu
cs.AIcs.LGarXiv:2608.21811v12026
ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents
Dawei Li, Yuguang Yao, Zhen Tan +2
cs.AIcs.SEarXiv:2601.12294v12026
Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance
Qianli Ma, Chang Guo, Zhiheng Tian +4
cs.AIarXiv:2601.14171v22026
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
Lorenz Kuhn, Yarin Gal, Sebastian Farquhar
cs.CLcs.AIcs.LGarXiv:2302.09664v32023
AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models
Wanjun Zhong, Ruixiang Cui, Yiduo Guo +6
cs.CLcs.AIarXiv:2304.06364v22023
VisAdj: Learning Adjacency Matrices from Node-Link Images
Jiahao Xie, Guangmo Tong
cs.AIcs.CVcs.LGarXiv:2608.21825v12026
Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility
Honglin Lin, Chonghan Qin, Zheng Liu +7
cs.CVcs.AIarXiv:2601.17027v12026
HIRA: A Human-in-the-Loop Retrieval-Augmented Cascade for Document Classification in Regulated Industries
Shangxuan Tian, Yanhui Chen, Carlos Queiroz
cs.AIcs.CVcs.IRarXiv:2608.21792v12026
Contrastive Learning for Compact Single Image Dehazing
Haiyan Wu, Yanyun Qu, Shaohui Lin +5
cs.CVcs.AIarXiv:2104.09367v12021
AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context
Lei Zhang, Yongda Yu, Minghui Yu +11
cs.SEcs.AIarXiv:2601.19494v32026
Physics-Knowledge-Guided Hybrid Neural Learning for Arctic Sea Ice Concentration Evolution and Short-Range Prediction
Maqun Zhang, Feng Gao, Wankun Chen +3
cs.AIarXiv:2608.21767v12026
GLTR: Statistical Detection and Visualization of Generated Text
Sebastian Gehrmann, Hendrik Strobelt, Alexander M. Rush
cs.CLcs.AIcs.HCarXiv:1906.04043v12019
What Does CLIP Learn for Regional Geolocalization? Probing Visual Cues and Scene Configuration After Adaptation
Changyu Lee, Yeonsoo Park, Abdullah Alfarrarjeh +1
cs.AIcs.CEcs.CVarXiv:2608.21761v12026
ECHO: A Cognitively Inspired, Auditable Memory Plane for Long-Horizon Agents
Yu Qian, Hong Miao, Boyang Guo +5
cs.AIarXiv:2608.21755v12026
Ask or Answer: A Decision Framework for Multi-Turn Health Misinformation Intervention
Xiaoying Song, Anirban Saha Anik, Jinyu Liu +3
cs.AIarXiv:2608.21721v12026

Artificial Intelligence

Meissa: Multi-modal Medical Agentic Intelligence

Multimodal Prompt Learning with Irregular EHRs for Robust Monitoring of Critical Care Patients

One-Step Evolution for Long-Time Extrapolation: An Error-Bound-Informed and Prior-Guided Neural Residual Framework for Autonomous PDEs

SPILLage: Agentic Oversharing on the Web

SPAR-Hate: An Auditor-Guided Multi-Agent Framework for Bilingual Hate Speech Parsing

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models

Redteaming Leading Arabic LLMs with ASAS

HalluHard: A Hard Multi-Turn Hallucination Benchmark

Exposing the Systematic Vulnerability of Open-Weight Models to Prefill Attacks

Beyond Similarity: Heterogeneous Graph Learning for Multi-Objective Food Substitution in Charitable Food Agencies

Closed-loop AI achieves certifiable engineering design

Repo2Skill-Evo: Repository Skills Go Stale in Silence

SSDi8: Accurate and Efficient 8-bit Quantization for State Space Duality

A Large-Scale Car Dataset for Fine-Grained Categorization and Verification

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

PixelGen: Improving Pixel Diffusion with Perceptual Supervision

TessIndex: Capability Verified Identity System for the Agent Economy

PIRA-Bench: A Transition from Reactive GUI Agents to GUI-based Proactive Intent Recommendation Agents

graph2vec: Learning Distributed Representations of Graphs

On Randomness in Agentic Evals

Omni-R1: Towards the Unified Generative Paradigm for Multimodal Reasoning

Consistency Is Not Coherence: Orientation Search for Certified Alignments Between 4D Defence Upper Ontologies

GameDevBench: Evaluating Agentic Capabilities Through Game Development

CoPE-VideoLM: Leveraging Codec Primitives For Efficient Video Language Modeling

AI Watchdog: Agent Interfaces for Detecting and Defending Against Manipulative Dark Patterns in AI Conversations

SIN-Bench: Tracing Native Evidence Chains in Long-Context Multimodal Scientific Interleaved Literature

Learning a Generative Meta-Model of LLM Activations

ESCRAG-R1: Retrieval-Augmented Reinforcement Learning for Emotional Support Conversation

Steer2Adapt: Dynamically Composing Steering Vectors Elicits Efficient Adaptation of LLMs

FocusUI: Efficient UI Grounding via Position-Preserving Visual Token Selection

Training Needs Trustworthy Worlds: Verified Synthetic Web Environments for Agent Learning

FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Yi: Open Foundation Models by 01.AI

From Solver Feedback to Faithful Plans: Multi-Role Reinforcement Learning for Symbolic Planning

DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning

MHLA: Restoring Expressivity of Linear Attention via Token-Level Multi-Head

HiMA-MDD: A Hierarchical Multi-Agent Harness for Interpretable Multimodal Depression Detection in Clinical Interviews

Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

LLM4LLM: Bridging Kernel Benchmarks and Real Deployment via Closed-Loop Agentic Optimization

Domain Adaptation: Learning Bounds and Algorithms

Spectral Attention Steering for Prompt Highlighting

Whose Opinions Do Language Models Reflect?

Beyond Success and Failure: Length-Aware Contrastive Learning for GUI Agents

CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation

Rethinking Coarse-to-Fine Approach in Single Image Deblurring

Hints, Critics, and Teachers: Prior Injection for Sparse-Reward RL in Vision-Language Math Reasoning

ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents

Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance

Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

VisAdj: Learning Adjacency Matrices from Node-Link Images

Scientific Image Synthesis: Benchmarking, Methodologies, and Downstream Utility

HIRA: A Human-in-the-Loop Retrieval-Augmented Cascade for Document Classification in Regulated Industries

Contrastive Learning for Compact Single Image Dehazing

AACR-Bench: Evaluating Automatic Code Review with Holistic Repository-Level Context

Physics-Knowledge-Guided Hybrid Neural Learning for Arctic Sea Ice Concentration Evolution and Short-Range Prediction

GLTR: Statistical Detection and Visualization of Generated Text

What Does CLIP Learn for Regional Geolocalization? Probing Visual Cues and Scene Configuration After Adaptation

ECHO: A Cognitively Inspired, Auditable Memory Plane for Long-Horizon Agents

Ask or Answer: A Decision Framework for Multi-Turn Health Misinformation Intervention