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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901 to 960 of 15,209

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
Kaichen Zhang, Keming Wu, Zuhao Yang +6
cs.AIcs.CLarXiv:2511.16334v42025
Scaling Agent Learning via Experience Synthesis
Zhaorun Chen, Zhuokai Zhao, Kai Zhang +15
cs.AIarXiv:2511.03773v22025
Portable Semantics, Private Dialects: Reuse and Negative Transfer in Latent Communication Between Language-Model Cells
Narcis Marincat
cs.AIarXiv:2609.11365v12026
RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection
Xingyi He, Ziwei Wang, Dongrui Wu
cs.AIarXiv:2609.11372v12026
Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training
Junkai Zhang, Zihao Wang, Lin Gui +7
cs.LGcs.AIarXiv:2509.21500v32025
Beyond Confidence: Stability-Aware Test-Time Adaptation for LLM Reasoning
Bincheng Gu, Min Gao, Zongwei Wang +3
cs.AIarXiv:2609.11393v12026
A deep learning framework for quality assessment and restoration in video endoscopy
Sharib Ali, Felix Zhou, Adam Bailey +4
cs.CVcs.AIarXiv:1904.07073v12019
Calibration-Aware Uncertainty Cascades for Efficient Heterogeneous Model Collaboration
Yilin Zhang, Han Jiang, Cai Xu +2
cs.AIarXiv:2609.11446v12026
LLMs as Post-hoc Auditors of Physiological Plausibility in Symbolic Regression: A Clinician-Evaluated Case Study
Jorge López-Varela, J. Ignacio Hidalgo, José-Manuel Muñoz +6
cs.AIarXiv:2609.11431v12026
Magenta: Closing the Loop Between Mathematical Reasoning and Lean Verification
Joshua Ong Jun Leang, Haonan Li, Zheng Zhao +6
cs.AIarXiv:2609.11319v12026
AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and Software-Based Business Model
Paul Darius Mandl, Peter Mandl, Martin Häusl
cs.AIarXiv:2609.11321v12026
Exploring Diffusion Transformers for Cross-Modal Augmentation in Multimodal Brain State Decoding
Ziwei Wang, Xingyi He, Hongbin Wang +3
cs.AIarXiv:2609.11341v12026
Discovering Reinforcement Learning Algorithms
Junhyuk Oh, Matteo Hessel, Wojciech M. Czarnecki +4
cs.LGcs.AIarXiv:2007.08794v32020
Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents
Minghao Guo, Meng Cao, Sui Zhao +10
cs.AIarXiv:2609.11318v12026
VeriGuard: Enhancing LLM Agent Safety via Verified Code Generation
Lesly Miculicich, Mihir Parmar, Hamid Palangi +4
cs.SEcs.AIcs.CRarXiv:2510.05156v12025
Routing by Reasoning Need: Trajectory-Aware Decoding Control for Diffusion Vision-Language Models
Yixiang Liu, Zhongxing Xu, Zhonghua Wang +1
cs.AIarXiv:2609.11315v12026
NovGauge: A Fine-Grained Benchmark for Diagnosing LLMs' Capability in Paper Novelty Assessment
Guoqiang Zhang, Kexin Tan, Ming Zhang +12
cs.AIarXiv:2609.11234v12026
Off-Target Effects of Response-Style Alignment in a Korean 27B Language Model
Hyojung Han
cs.AIarXiv:2609.11291v12026
VideoScore2: Think before You Score in Generative Video Evaluation
Xuan He, Dongfu Jiang, Ping Nie +21
cs.CVcs.AIcs.CLarXiv:2509.22799v12025
Sci-MMR: Benchmarking Multi-Step Evidence-Grounded Scientific Reasoning in Multimodal Agents
Jiaqiang Li, Yajie Yang, Zhiheng Xi +15
cs.AIarXiv:2609.11243v12026
Generating a Consistent Enterprise: Synthesis and Reference-Free Evaluation of Multi-System Business Data
Benjamin Gruenbaum, Doron Porat, Assaf Natanzon +4
cs.AIarXiv:2609.11286v12026
TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times
Jintao Zhang, Kaiwen Zheng, Kai Jiang +5
cs.CVcs.AIcs.LGarXiv:2512.16093v12025
Fara-7B: An Efficient Agentic Model for Computer Use
Ahmed Awadallah, Yash Lara, Raghav Magazine +9
cs.AIcs.CLcs.CVarXiv:2511.19663v12025
An AI-Powered Culturally Aware Chatbot for Stress Detection and Wellness Support among Pakistani University Students Using NLP and Machine Learning
Muhammad Fahad Bashir, Muhammad Afzal
cs.AIarXiv:2609.11199v12026
MedSAM3: Delving into Segment Anything with Medical Concepts
Anglin Liu, Rundong Xue, Xu R. Cao +5
cs.CVcs.AIarXiv:2511.19046v12025
Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation
Shiyu Zhang, Leisheng Cheng, Huifu Li
cs.AIarXiv:2609.11176v12026
Breaking Predictions Is Not Enough: Specified-Foil Counterfactuals for Temporal Graphs
Minwoo Yu, Young-guk Ha
cs.AIarXiv:2609.11170v12026
Can LLMs Follow Medical Expert Logic? A Benchmark for Hierarchical Logical Consistency in Risk-of-Bias Assessment
Jiayu Huang, Zichen Tang, Qianhui Ling +2
cs.AIarXiv:2609.11185v12026
MOSAIC: Query-Aware Exploration Policy Adaptation for GraphRAG
EunKyeong Lee, Kyeong-Jin Oh, Jinwon Kim +4
cs.AIarXiv:2609.11065v12026
The Agent Incident Registry: Toward Preventing Repeated AI Agent Failures
Divyanshu Kumar, Rohith HN, Nitin Aravind Birur +2
cs.AIarXiv:2609.11030v12026
When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents
Qinzhen Ma, Ruihai Wu
cs.AIarXiv:2609.10873v12026
Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language
Niloy Kumar Mondal, Md Rizwan Parvez
cs.AIarXiv:2609.10629v12026
Fork Where the Model Changes Its Mind: Belief-Shift Branching for Tree-Structured Reinforcement Learning
Bin Lei, Yu Li, Prafulla Kumar Choubey +7
cs.AIarXiv:2609.11061v12026
Probabilistic Focal Search: Accelerating Bounded-Suboptimal Search via Lower-Bound Advancement
Minh Vu Duc, Trung Le Huu, Hà Minh Hoàng +3
cs.AIarXiv:2609.10584v12026
Particle Filter Networks with Application to Visual Localization
Peter Karkus, David Hsu, Wee Sun Lee
cs.ROcs.AIcs.CVarXiv:1805.08975v32018
AIP: Agent Identity Protocol for Verifiable Delegation Across MCP and A2A
Sunil Prakash
cs.CRcs.AIarXiv:2603.24775v12026
Generating Long Videos of Dynamic Scenes
Brooks, Tim, Hellsten, Janne, Aittala, Miika +6
cs.CVcs.AIcs.LGarXiv:2206.03429v22022
GRIPNet: Gaussian Radial Intensity Prior Guided Architecture for Pulmonary Nodule Detection in CT
Yang, Haojie, Su, Ran
cs.CVcs.AIarXiv:2609.11312v12026
A Definition of AGI
Hendrycks, Dan, Song, Dawn, Szegedy, Christian +30
cs.AIcs.LGarXiv:2510.18212v32025
Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model
Ling Team, Anqi Shen, Baihui Li +101
cs.CLcs.AIarXiv:2510.18855v22025
Budget-Aware Tool Use Enables Effective Agent Scaling
Tengxiao Liu, Zifeng Wang, Jin Miao +12
cs.AIarXiv:2511.17006v22025
DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction
Brandon Ballinger, Johnson Hsieh, Avesh Singh +8
cs.LGcs.AIstat.MLarXiv:1802.02511v12018
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
Long Li, Zhijian Zhou, Jiaran Hao +9
cs.LGcs.AIarXiv:2509.07430v42025
HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA
Syed Mohaiminul Hoque, Md Sakhawat Hossain
cs.CVcs.AIarXiv:2609.11236v12026
UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning
Ye Liu, Zongyang Ma, Junfu Pu +4
cs.CVcs.AIarXiv:2509.18094v42025
Proof-Carrying Cognition: Closing the Verification Gap with Reality-Settled Reward
Eshwar Reddy M, Sourav Karmakar
cs.AIcs.LGarXiv:2609.09776v12026
From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models
Meng Luo, Yicheng Liu, Jiahao Wang +5
cs.CVcs.AIarXiv:2609.11242v12026
Explainable AI for clinical and remote health applications: a survey on tabular and time series data
Flavio Di Martino, Franca Delmastro
cs.LGcs.AIarXiv:2209.06528v12022
VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications
Wei He, Yueqing Sun, Hongyan Hao +13
cs.CLcs.AIarXiv:2509.26490v22025
Stabilizing Reinforcement Learning with LLMs: Formulation and Practices
Chujie Zheng, Kai Dang, Bowen Yu +10
cs.LGcs.AIcs.CLarXiv:2512.01374v32025
Beyond Visual Quality: Evaluating Physical Consistency under Ego-Motion with EgoGenEval
Yilin Long, Chenming Zhu, Zitang Gou +2
cs.CVcs.AIarXiv:2609.11172v12026
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
Shuai Shao, Qihan Ren, Chen Qian +8
cs.AIcs.CLcs.LGarXiv:2509.26354v22025
Beyond Benchmarks: Using VLMs to Reveal Systematic Classification Failures Under Real World Conditions
Dieuwertje Alblas, Alma M. Liezenga, Jan Erik van Woerden +3
cs.CVcs.AIcs.ETarXiv:2609.11126v12026
Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management
Miao Lu, Weiwei Sun, Weihua Du +4
cs.CLcs.AIcs.LGarXiv:2510.06727v12025
Toward Interpretable Multimodal Fusion: Heat Conduction Modeling for Hyperspectral and LiDAR Joint Classification
Kan Wei, Jiahui Cui, Jing Yao +3
cs.CVcs.AIarXiv:2609.11040v12026
Premise Selection for Theorem Proving by Deep Graph Embedding
Mingzhe Wang, Yihe Tang, Jian Wang +1
cs.AIcs.LGcs.LOarXiv:1709.09994v12017
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends
Muhammad Zawish, Fayaz Ali Dharejo, Sunder Ali Khowaja +4
cs.AIcs.HCcs.NIarXiv:2208.10921v22022
KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems
Hancheng Ye, Zhengqi Gao, Mingyuan Ma +8
cs.MAcs.AIstat.MLarXiv:2510.12872v22025
Black-Box On-Policy Distillation of Large Language Models
Tianzhu Ye, Li Dong, Zewen Chi +3
cs.CLcs.AIarXiv:2511.10643v32025
Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?
Haizhong Zheng, Jiawei Zhao, Beidi Chen
cs.LGcs.AIarXiv:2510.01161v22025

Artificial Intelligence

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe

Scaling Agent Learning via Experience Synthesis

Portable Semantics, Private Dialects: Reuse and Negative Transfer in Latent Communication Between Language-Model Cells

RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection

Chasing the Tail: Effective Rubric-based Reward Modeling for Large Language Model Post-Training

Beyond Confidence: Stability-Aware Test-Time Adaptation for LLM Reasoning

A deep learning framework for quality assessment and restoration in video endoscopy

Calibration-Aware Uncertainty Cascades for Efficient Heterogeneous Model Collaboration

LLMs as Post-hoc Auditors of Physiological Plausibility in Symbolic Regression: A Clinician-Evaluated Case Study

Magenta: Closing the Loop Between Mathematical Reasoning and Lean Verification

AI Exposure and AI Resilience: A Two-Dimensional Assessment Framework for Software and Software-Based Business Model

Exploring Diffusion Transformers for Cross-Modal Augmentation in Multimodal Brain State Decoding

Discovering Reinforcement Learning Algorithms

Mr.LHDR: A Benchmark for Multimodal Real-World Long-Horizon Deep Research Agents

VeriGuard: Enhancing LLM Agent Safety via Verified Code Generation

Routing by Reasoning Need: Trajectory-Aware Decoding Control for Diffusion Vision-Language Models

NovGauge: A Fine-Grained Benchmark for Diagnosing LLMs' Capability in Paper Novelty Assessment

Off-Target Effects of Response-Style Alignment in a Korean 27B Language Model

VideoScore2: Think before You Score in Generative Video Evaluation

Sci-MMR: Benchmarking Multi-Step Evidence-Grounded Scientific Reasoning in Multimodal Agents

Generating a Consistent Enterprise: Synthesis and Reference-Free Evaluation of Multi-System Business Data

TurboDiffusion: Accelerating Video Diffusion Models by 100-200 Times

Fara-7B: An Efficient Agentic Model for Computer Use

An AI-Powered Culturally Aware Chatbot for Stress Detection and Wellness Support among Pakistani University Students Using NLP and Machine Learning

MedSAM3: Delving into Segment Anything with Medical Concepts

Debate-to-Skill: Capability-Bound Process Supervision for Industrial Query-to-Agent Annotation

Breaking Predictions Is Not Enough: Specified-Foil Counterfactuals for Temporal Graphs

Can LLMs Follow Medical Expert Logic? A Benchmark for Hierarchical Logical Consistency in Risk-of-Bias Assessment

MOSAIC: Query-Aware Exploration Policy Adaptation for GraphRAG

The Agent Incident Registry: Toward Preventing Repeated AI Agent Failures

When Validation Stops Learning: Auditing Update Admission for Continual Embodied Agents

Automating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language

Fork Where the Model Changes Its Mind: Belief-Shift Branching for Tree-Structured Reinforcement Learning

Probabilistic Focal Search: Accelerating Bounded-Suboptimal Search via Lower-Bound Advancement

Particle Filter Networks with Application to Visual Localization

AIP: Agent Identity Protocol for Verifiable Delegation Across MCP and A2A

Generating Long Videos of Dynamic Scenes

GRIPNet: Gaussian Radial Intensity Prior Guided Architecture for Pulmonary Nodule Detection in CT

A Definition of AGI

Every Step Evolves: Scaling Reinforcement Learning for Trillion-Scale Thinking Model

Budget-Aware Tool Use Enables Effective Agent Scaling

DeepHeart: Semi-Supervised Sequence Learning for Cardiovascular Risk Prediction

The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward

HALDETECT at ImageEval 2026 Shared Tasks: Answer-First Contrastive Grounding with QLoRA

UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning

Proof-Carrying Cognition: Closing the Verification Gap with Reality-Settled Reward

From Evaluation to Enhancement: Benchmarking and Improving Think-with-Video Reasoning for Video Generative Models

Explainable AI for clinical and remote health applications: a survey on tabular and time series data

VitaBench: Benchmarking LLM Agents with Versatile Interactive Tasks in Real-world Applications

Stabilizing Reinforcement Learning with LLMs: Formulation and Practices

Beyond Visual Quality: Evaluating Physical Consistency under Ego-Motion with EgoGenEval

Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents

Beyond Benchmarks: Using VLMs to Reveal Systematic Classification Failures Under Real World Conditions

Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management

Toward Interpretable Multimodal Fusion: Heat Conduction Modeling for Hyperspectral and LiDAR Joint Classification

Premise Selection for Theorem Proving by Deep Graph Embedding

AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends

KVCOMM: Online Cross-context KV-cache Communication for Efficient LLM-based Multi-agent Systems

Black-Box On-Policy Distillation of Large Language Models

Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?