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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121 to 180 of 15,205

LUCAID: Agentic Multimodal AI for Lung Cancer Precision Pathology
Marie-Lisa Eich, Kai Standvoss, Timo Milbich +30
cs.CVcs.AIcs.LGarXiv:2608.23803v12026
Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification
Yiju Guo, Tianyi Hu, Zexu Sun +1
cs.LGcs.AIcs.CLarXiv:2601.21244v32026
Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents
Yiting Shen, Kun Li, Wei Zhou +1
cs.CLcs.AIarXiv:2601.19935v12026
From Generation to Simulation: How Far Are World Models from Being True Simulators?
Tong Wang, Huan Deng, Mucheng Yang +3
cs.AIcs.CVarXiv:2608.23070v12026
Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition
Geo Ahn, Inwoong Lee, Taeoh Kim +3
cs.CVcs.AIarXiv:2601.16211v32026
Summaries:한국어
Deep Knowledge Tracing
Chris Piech, Jonathan Spencer, Jonathan Huang +4
cs.AIcs.CYcs.LGarXiv:1506.05908v12015
Budget-Constrained Embodied Perception: Four Resource Walls and a Pre-Registered Evaluation of Access-Structured Perception on Open Models at less than 31B
Defu Lin, Wenhui Chen, Ziyao Lin +3
cs.AIarXiv:2608.22975v12026
Barycentric Fused Gromov-Wasserstein Balancing for Causal Inference under Multiple Treatments
Yuki Murakami, Takumi Hattori, Kohsuke Kubota
stat.MEcs.AIcs.LGarXiv:2608.22024v12026
Transition Matching Distillation for Fast Video Generation
Weili Nie, Julius Berner, Nanye Ma +3
cs.CVcs.AIcs.LGarXiv:2601.09881v22026
MirrorBench: A Benchmark to Evaluate Conversational User-Proxy Agents for Human-Likeness
Ashutosh Hathidara, Julien Yu, Vaishali Senthil +2
cs.AIcs.LGarXiv:2601.08118v32026
On the Role of Citations in Preference Data
Yu Hou, Hal Daumé, Rachel Rudinger +1
cs.CLcs.AIarXiv:2608.21376v12026
Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models
Linhao Zhong, Linyu Wu, Bozhen Fang +6
cs.CLcs.AIarXiv:2601.07351v22026
CellPath-Bench: A Multidimensional Benchmark for Whole-Slide Cellular Representations in Pathology Foundation Models
Bokai Zhao, Yiyang Zhang, Hanqing Chao +6
cs.AIcs.CVarXiv:2608.21060v12026
MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences
Qihao Wang, Ziming Cheng, Shuo Zhang +12
cs.SEcs.AIarXiv:2601.06789v22026
Beyond Static Summarization: Proactive Memory Extraction for LLM Agents
Chengyuan Yang, Zequn Sun, Wei Wei +1
cs.CLcs.AIarXiv:2601.04463v22026
MentorPulse: Refreshing Cross-Model Latent Guidance for Long-Form Generation
Ziwu Liu, Guozhong Li, Chen Qiu +2
cs.CLcs.AIarXiv:2608.20927v12026
CDRL: Certification-Driven Reinforcement Learning for Neutrino Flavor Model Discovery
Piyush Jha, Jake Rudolph, Victoria Knapp-Pérez +3
cs.AIcs.LGcs.LOarXiv:2608.20686v12026
The Principles of Diffusion Models
Chieh-Hsin Lai, Yang Song, Dongjun Kim +2
cs.LGcs.AIcs.GRarXiv:2510.21890v32025
Toward Auto-Research: Mining Falsifiable Research Ideas from Paper Knowledge Graphs with Categorical Structure
Yuchen Wang, Zhongzhi Luan
cs.CLcs.AIarXiv:2608.20361v12026
How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel
Chang Liu, Chaoyang Ning, Dayi Jiang +32
cs.CLcs.AIarXiv:2608.20350v12026
Repo0: Design-Driven Zero-to-All Code Generation
Silin Chen, Haoyi Teng, Xiaodong Gu +5
cs.SEcs.AIarXiv:2608.19854v12026
What is Missing from AI Post-Training AI: An Empirical Analysis
Joy Jia Yin Lim, Xin Huang, Hao Peng +5
cs.AIcs.CLcs.LGarXiv:2608.19072v12026
Flama: a Python framework for development and deployment of production-ready APIs, machine learning, and LLM services
José A. Perdiguero López, Miguel A. Durán-Olivencia
cs.SEcs.AIcs.LGarXiv:2608.18733v12026
Partition the Support, Reconstruct the Residual: Training-Free Sparse Attention for Video Generation and World Models
Pardis Taghavi, Reza Langari, Gaurav Pandey
cs.CVcs.AIcs.LGarXiv:2608.18484v12026
Formal Verification of Romanov's Triplet Logic: A Verified Filter for Sliding-window 3-CNF with Application to Structured Formulas
Dmitry V. Alexandrov
cs.LOcs.AIcs.CCarXiv:2608.18445v12026
Position: AI Leaderboards Are Underserving the Global South: A Case Study from India
Sourav Banerjee, Saikat Saha
cs.AIecon.GNarXiv:2608.18117v12026
SAGE: Self-Evolving Storyboard Skills via Attribution-Guided Rule Evolution
Maolin Ran, Xiaoyang Lu, Jiaqi Liu +5
cs.AIarXiv:2608.17468v12026
MapAnything: Universal Feed-Forward Metric 3D Reconstruction
Nikhil Keetha, Norman Müller, Johannes Schönberger +14
cs.CVcs.AIcs.LGarXiv:2509.13414v32025
DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation
Xing Wei, Changmeng Zheng, XiaoYong Wei +2
cs.AIarXiv:2608.17282v12026
Learning Where and What to Lift for Bi-planar X-ray-to-CT Reconstruction
Yifei Wu, Yicheng Wu, Qiang Ma +5
cs.CVcs.AIarXiv:2608.17255v12026
A Survey of Reinforcement Learning for Large Reasoning Models
Kaiyan Zhang, Yuxin Zuo, Bingxiang He +36
cs.CLcs.AIcs.LGarXiv:2509.08827v32025
HAF: Adapting Generalist VLAs to Humanoid Whole-Body Loco-manipulation via Hierarchical Action Flow and Spectral Latent RL
Langzhe Gu, Chengkai Hou, Meng Li +14
cs.ROcs.AIarXiv:2608.16837v12026
Degradation-Aligned Self-Supervised Learning for State of Health Estimation of Lithium-Ion Batteries under Label Sparsity
Jiaqi Yao, Julia Kowal
eess.SPcs.AIcs.LGarXiv:2608.16612v12026
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Gheorghe Comanici, Eric Bieber, Mike Schaekermann +3432
cs.CLcs.AIarXiv:2507.06261v62025
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Runpeng Yu, Qi Li, Xinchao Wang
cs.LGcs.AIarXiv:2506.13759v52025
AlphaEvolve: A coding agent for scientific and algorithmic discovery
Alexander Novikov, Ngân Vũ, Marvin Eisenberger +15
cs.AIcs.LGcs.NEarXiv:2506.13131v12025
Pre-Training BERT on Arabic Tweets: Practical Considerations
Ahmed Abdelali, Sabit Hassan, Hamdy Mubarak +2
cs.CLcs.AIarXiv:2102.10684v12021
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences
Denis Emelin, Ronan Le Bras, Jena D. Hwang +2
cs.CLcs.AIarXiv:2012.15738v12020
J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning
Chenxi Whitehouse, Tianlu Wang, Ping Yu +4
cs.CLcs.AIcs.LGarXiv:2505.10320v32025
MLLM-Guided Semantic Correction for Text-to-Video Generation
Junhao Chen, Zheqi Lv, Keting Yin +6
cs.CVcs.AIarXiv:2608.16513v12026
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Andrew Zhao, Yiran Wu, Yang Yue +8
cs.LGcs.AIcs.CLarXiv:2505.03335v32025
STAIR: Semantic-Temporal Automaton for Interpretable Reasoning in Temporal Question Answering
Xinlong Dai, Jinchuan Zhang, Lei Gao +3
cs.CLcs.AIarXiv:2608.16224v12026
VARM-Bench: Benchmarking Verifiable Structured Reasoning in Chinese Abusive Speech Moderation
Mingyu Yuan, Shengtao Wen, Lingbing Guo +2
cs.AIarXiv:2608.15600v12026
Social Chemistry 101: Learning to Reason about Social and Moral Norms
Maxwell Forbes, Jena D. Hwang, Vered Shwartz +2
cs.CLcs.AIarXiv:2011.00620v32020
When Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction
Feiyang Ren, Shengtao Wen, Lingbing Guo +3
cs.AIarXiv:2608.15592v12026
Open Question Answering over Tables and Text
Wenhu Chen, Ming-Wei Chang, Eva Schlinger +2
cs.CLcs.AIarXiv:2010.10439v22020
Dynamic Early Exit in Reasoning Models
Chenxu Yang, Qingyi Si, Yongjie Duan +6
cs.CLcs.AIarXiv:2504.15895v32025
DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning
Zhiwei He, Tian Liang, Jiahao Xu +12
cs.CLcs.AIarXiv:2504.11456v22025
SEAL: Steerable Reasoning Calibration of Large Language Models for Free
Runjin Chen, Zhenyu Zhang, Junyuan Hong +2
cs.CLcs.AIarXiv:2504.07986v32025
The Quality of Claude AI-authored Python Tests Is Not Weaker Than Human-authored Tests
Douglas J. Leith
cs.SEcs.AIarXiv:2608.15188v12026
Calibrated Trust, Not Sharper Prediction: An Empirical Test of Uncertainty Fusion
Surya Saka
cs.LGcs.AIcs.CLarXiv:2608.14617v12026
Plausible but Not Valid: A Psychometric Audit of LLMs as Synthetic Survey Respondents
Mantas Lukauskas, Viktorija Šarkauskaitė
cs.CYcs.AIcs.CLarXiv:2608.14606v12026
HiCo-GS: Hierarchical Context Aggregation and Geometric Consistency for Octree Gaussian Splatting
Wei Zhang, Shengkai Yu, Shiqiang Gong +3
cs.CVcs.AIarXiv:2608.14136v12026
MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow
Ziyue Wang, Junde Wu, Linghan Cai +4
cs.AIarXiv:2503.18968v32025
Online Bayesian Goal Inference for Boundedly-Rational Planning Agents
Tan Zhi-Xuan, Jordyn L. Mann, Tom Silver +2
cs.AIarXiv:2006.07532v22020
TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs
Yuxiang Zhang, Zhengxu Yu, Weihang Pan +5
cs.LGcs.AIarXiv:2511.13223v12025
TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools
Shanghua Gao, Richard Zhu, Zhenglun Kong +5
cs.AIcs.LGarXiv:2503.10970v12025
Evidence-RL: Towards Evidence-intensive Visual Reasoning
Haojie Huang, Xinlei Yu, Chengming Xu +6
cs.CVcs.AIarXiv:2608.08021v12026
Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection
Xuechao Zou, Shun Zhang, Kai Li +6
cs.CVcs.AIcs.MAarXiv:2608.06865v12026
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning
Zishan Xu, Zhiyuan Yao, Yuxin Chen +9
cs.AIarXiv:2608.06197v12026

Artificial Intelligence

LUCAID: Agentic Multimodal AI for Lung Cancer Precision Pathology

Less Noise, More Voice: Reinforcement Learning for Reasoning via Instruction Purification

Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents

From Generation to Simulation: How Far Are World Models from Being True Simulators?

Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition

Deep Knowledge Tracing

Budget-Constrained Embodied Perception: Four Resource Walls and a Pre-Registered Evaluation of Access-Structured Perception on Open Models at less than 31B

Barycentric Fused Gromov-Wasserstein Balancing for Causal Inference under Multiple Treatments

Transition Matching Distillation for Fast Video Generation

MirrorBench: A Benchmark to Evaluate Conversational User-Proxy Agents for Human-Likeness

On the Role of Citations in Preference Data

Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models

CellPath-Bench: A Multidimensional Benchmark for Whole-Slide Cellular Representations in Pathology Foundation Models

MemGovern: Enhancing Code Agents through Learning from Governed Human Experiences

Beyond Static Summarization: Proactive Memory Extraction for LLM Agents

MentorPulse: Refreshing Cross-Model Latent Guidance for Long-Form Generation

CDRL: Certification-Driven Reinforcement Learning for Neutrino Flavor Model Discovery

The Principles of Diffusion Models

Toward Auto-Research: Mining Falsifiable Research Ideas from Paper Knowledge Graphs with Categorical Structure

How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel

Repo0: Design-Driven Zero-to-All Code Generation

What is Missing from AI Post-Training AI: An Empirical Analysis

Flama: a Python framework for development and deployment of production-ready APIs, machine learning, and LLM services

Partition the Support, Reconstruct the Residual: Training-Free Sparse Attention for Video Generation and World Models

Formal Verification of Romanov's Triplet Logic: A Verified Filter for Sliding-window 3-CNF with Application to Structured Formulas

Position: AI Leaderboards Are Underserving the Global South: A Case Study from India

SAGE: Self-Evolving Storyboard Skills via Attribution-Guided Rule Evolution

MapAnything: Universal Feed-Forward Metric 3D Reconstruction

DeAR: Decentralized Agentic Reasoning via Capability Grounding and Collaborative Thought Navigation

Learning Where and What to Lift for Bi-planar X-ray-to-CT Reconstruction

A Survey of Reinforcement Learning for Large Reasoning Models

HAF: Adapting Generalist VLAs to Humanoid Whole-Body Loco-manipulation via Hierarchical Action Flow and Spectral Latent RL

Degradation-Aligned Self-Supervised Learning for State of Health Estimation of Lithium-Ion Batteries under Label Sparsity

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Discrete Diffusion in Large Language and Multimodal Models: A Survey

AlphaEvolve: A coding agent for scientific and algorithmic discovery

Pre-Training BERT on Arabic Tweets: Practical Considerations

Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences

J1: Incentivizing Thinking in LLM-as-a-Judge via Reinforcement Learning

MLLM-Guided Semantic Correction for Text-to-Video Generation

Absolute Zero: Reinforced Self-play Reasoning with Zero Data

STAIR: Semantic-Temporal Automaton for Interpretable Reasoning in Temporal Question Answering

VARM-Bench: Benchmarking Verifiable Structured Reasoning in Chinese Abusive Speech Moderation

Social Chemistry 101: Learning to Reason about Social and Moral Norms

When Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction

Open Question Answering over Tables and Text

Dynamic Early Exit in Reasoning Models

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning

SEAL: Steerable Reasoning Calibration of Large Language Models for Free

The Quality of Claude AI-authored Python Tests Is Not Weaker Than Human-authored Tests

Calibrated Trust, Not Sharper Prediction: An Empirical Test of Uncertainty Fusion

Plausible but Not Valid: A Psychometric Audit of LLMs as Synthetic Survey Respondents

HiCo-GS: Hierarchical Context Aggregation and Geometric Consistency for Octree Gaussian Splatting

MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Online Bayesian Goal Inference for Boundedly-Rational Planning Agents

TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs

TxAgent: An AI Agent for Therapeutic Reasoning Across a Universe of Tools

Evidence-RL: Towards Evidence-intensive Visual Reasoning

Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning