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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3,901 to 3,960 of 15,209

Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization
Sihan Ge, Yichen Lin, Chenyu Zhou +3
math.OCcs.AIarXiv:2609.05258v12026
DEMix Layers: Disentangling Domains for Modular Language Modeling
Suchin Gururangan, Mike Lewis, Ari Holtzman +2
cs.CLcs.AIarXiv:2108.05036v22021
Mitigating Over-Optimization in PRM-Guided Search in Mathematical Reasoning by Optimizing the Guide
Taejong Joo, Diego Klabjan
cs.AIcs.LGarXiv:2608.30051v12026
POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration
Yuxiao Qu, Amrith Setlur, Virginia Smith +2
cs.LGcs.AIcs.CLarXiv:2601.18779v12026
A fast PC algorithm for high dimensional causal discovery with multi-core PCs
Thuc Duy Le, Tao Hoang, Jiuyong Li +2
cs.AIarXiv:1502.02454v32015
Humanoid Manipulation Interface: Humanoid Whole-Body Manipulation from Robot-Free Demonstrations
Ruiqian Nai, Boyuan Zheng, Junming Zhao +8
cs.ROcs.AIcs.LGarXiv:2602.06643v22026
PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning
Xinyu Zhang, Yuxuan Dong, Yanrui Wu +6
cs.AIarXiv:2502.12054v22025
Pure Vision Language Action (VLA) Models: A Comprehensive Survey
Dapeng Zhang, Jing Sun, Chenghui Hu +5
cs.ROcs.AIarXiv:2509.19012v32025
Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting
Yuqi Li, Chuanguang Yang, Hansheng Zeng +5
cs.LGcs.AIcs.CVarXiv:2507.02939v22025
StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding
Yanlai Yang, Zhuokai Zhao, Satya Narayan Shukla +4
cs.CVcs.AIarXiv:2508.15717v12025
Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning
Jie Cheng, Gang Xiong, Ruixi Qiao +5
cs.AIcs.LGarXiv:2504.15275v32025
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models
Binfeng Xu, Zhiyuan Peng, Bowen Lei +3
cs.CLcs.AIarXiv:2305.18323v12023
Focused Transformer: Contrastive Training for Context Scaling
Szymon Tworkowski, Konrad Staniszewski, Mikołaj Pacek +3
cs.CLcs.AIcs.LGarXiv:2307.03170v22023
Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
Maohao Shen, Guangtao Zeng, Zhenting Qi +7
cs.CLcs.AIarXiv:2502.02508v32025
Fully Autonomous AI Agents Should Not be Developed
Margaret Mitchell, Avijit Ghosh, Alexandra Sasha Luccioni +1
cs.AIarXiv:2502.02649v32025
Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models
Garrett B. Goh, Charles Siegel, Abhinav Vishnu +2
stat.MLcs.AIcs.CEarXiv:1706.06689v12017
Iris: Climbing to the Search Frontier
Ziyuan Liu, Hengqi Liu, Zichuan Wang +6
cs.AIarXiv:2609.04304v12026
Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models
Hermione Warr, Harry Anthony, Lilli J Freischem +3
cs.LGcs.AIarXiv:2608.30021v12026
On the Instance Hardness as a Decision Criterion in TinyML Systems
Tobiasz Puslecki, Krzysztof Walkowiak
cs.AIcs.LGarXiv:2608.29913v12026
Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations
Katie Matton, Robert Osazuwa Ness, John Guttag +1
cs.CLcs.AIcs.LGarXiv:2504.14150v22025
On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning
Álvaro Arroyo, Alessio Gravina, Benjamin Gutteridge +5
cs.LGcs.AIarXiv:2502.10818v22025
Text-to-Image Diffusion Models are Zero-Shot Classifiers
Kevin Clark, Priyank Jaini
cs.CVcs.AIcs.LGarXiv:2303.15233v22023
GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS
Zhenlong Li, Huan Ning, Song Gao +13
cs.AIcs.ETcs.SEarXiv:2503.23633v52025
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents
Haoran Sun, Shaoning Zeng
cs.CLcs.AIarXiv:2507.22925v12025
Formal Concept Analysis with Three Types of Negation
Zhenghua Pan
cs.AIarXiv:2608.29311v12026
MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators
Yaqi Zhang, Di Huang, Bin Liu +7
cs.CVcs.AIarXiv:2306.10900v22023
MMPCBench: Benchmarking Multimodal Large Language Models on Proactive Critique of Flawed Inputs
Jinzhe Li, Gengxu Li, Jinnan Li +2
cs.AIarXiv:2608.29286v12026
On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited
Xue Yang, Junchi Yan
cs.CVcs.AIarXiv:2003.05597v42020
The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems
Richard Ren, Arunim Agarwal, Mantas Mazeika +13
cs.LGcs.AIcs.CLarXiv:2503.03750v32025
GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning
Costas Mavromatis, George Karypis
cs.CLcs.AIcs.LGarXiv:2405.20139v12024
Multi-Objective Deep Reinforcement Learning
Hossam Mossalam, Yannis M. Assael, Diederik M. Roijers +1
cs.AIarXiv:1610.02707v12016
The Curse of Depth in Large Language Models
Wenfang Sun, Xinyuan Song, Pengxiang Li +3
cs.LGcs.AIarXiv:2502.05795v62025
VICRegL: Self-Supervised Learning of Local Visual Features
Adrien Bardes, Jean Ponce, Yann LeCun
cs.CVcs.AIcs.LGarXiv:2210.01571v12022
SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration
Ye Li, Yuan Meng, Zewen Sun +7
cs.CVcs.AIarXiv:2506.12723v32025
OPSDL: On-Policy Self-Distillation for Long-Context Language Models
Xinsen Zhang, Zhenkai Ding, Tianjun Pan +4
cs.CLcs.AIarXiv:2604.17535v12026
TAAL: Mitigating Early Beam Pruning in Generative Recommendation via Temporal Autoregressive Alignment
Lianjie Li, Zhiying Tu, Dianhui Chu +1
cs.IRcs.AIarXiv:2608.29179v12026
HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation
Pei Liu, Xin Liu, Ruoyu Yao +4
cs.CLcs.AIarXiv:2504.12330v12025
MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents
Yixing Jiang, Kameron C. Black, Gloria Geng +4
cs.LGcs.AIcs.MAarXiv:2501.14654v22025
SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems
Yunhao Feng, Yifan Ding, Yingshui Tan +6
cs.CRcs.AIarXiv:2604.06811v22026
Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models
Yijia Shao, Yucheng Jiang, Theodore A. Kanell +3
cs.CLcs.AIarXiv:2402.14207v22024
Auditing and Mitigating Privacy Leakage in Cloud-Edge Collaborative Decoding
Kejia Zhang, Tianyuan Zou, Zixuan GU +1
cs.CRcs.AIarXiv:2608.29111v12026
Interpreting CLIP with Hierarchical Sparse Autoencoders
Vladimir Zaigrajew, Hubert Baniecki, Przemyslaw Biecek
cs.CVcs.AIcs.LGarXiv:2502.20578v22025
Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training
Siyu Yuan, Zehui Chen, Zhiheng Xi +3
cs.AIarXiv:2501.11425v32025
A User Simulator for Task-Completion Dialogues
Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra +3
cs.LGcs.AIcs.CLarXiv:1612.05688v32016
DeepStory: Video Story QA by Deep Embedded Memory Networks
Kyung-Min Kim, Min-Oh Heo, Seong-Ho Choi +1
cs.CVcs.AIcs.CLarXiv:1707.00836v12017
RAGDiffusion++: From Macro-Retrieval to Micro-Fidelity Alignment for Garment Generation
Yuhan Li, Xianfeng Tan, Fangao Zeng +6
cs.CVcs.AIarXiv:2608.29280v12026
APIFlow-Bench: Measuring Whether Agents Survive Long, Dependent API Workflows
Zelin Wan, Arash Nourian, Xiaoxiao Li +2
cs.AIcs.LGcs.SEarXiv:2608.29128v12026
LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?
Kexian Tang, Junyao Gao, Yanhong Zeng +6
cs.AIarXiv:2503.19990v42025
D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis
Yunhui Zheng, Saurabh Pujar, Burn Lewis +6
cs.SEcs.AIcs.LGarXiv:2102.07995v12021
VideoRAG: Retrieval-Augmented Generation over Video Corpus
Soyeong Jeong, Kangsan Kim, Jinheon Baek +1
cs.CVcs.AIcs.CLarXiv:2501.05874v32025
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models
Dong Shu, Xuansheng Wu, Haiyan Zhao +4
cs.LGcs.AIcs.CLarXiv:2503.05613v32025
Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening
Jie Huang, Rui Huang, Jinghao Xu +3
eess.IVcs.AIcs.CVarXiv:2502.04903v12025
A Survey on Large Language Models for Mathematical Reasoning
Peng-Yuan Wang, Tian-Shuo Liu, Chenyang Wang +8
cs.AIcs.CLarXiv:2506.08446v12025
Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions
Doaa Mahmud, Hadeel Hajmohamed, Shamma Almentheri +4
eess.SYcs.AIcs.ETarXiv:2501.04437v12025
Language Models Use Trigonometry to Do Addition
Subhash Kantamneni, Max Tegmark
cs.AIcs.CLcs.LGarXiv:2502.00873v12025
AI Literacy in K-12 and Higher Education in the Wake of Generative AI: An Integrative Review
Xingjian Gu, Barbara J. Ericson
cs.CYcs.AIarXiv:2503.00079v32025
Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities
Alexander Nikitin, Jannik Kossen, Yarin Gal +1
cs.LGcs.AIcs.CLarXiv:2405.20003v12024
Formal Policy Enforcement for Real-World Agentic Systems
Nils Palumbo, Sarthak Choudhary, Jihye Choi +3
cs.CRcs.AIcs.MAarXiv:2602.16708v32026
Neural Language Modeling by Jointly Learning Syntax and Lexicon
Yikang Shen, Zhouhan Lin, Chin-Wei Huang +1
cs.CLcs.AIarXiv:1711.02013v22017
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Zhaojiang Lin, Andrea Madotto, Genta Indra Winata +1
cs.CLcs.AIarXiv:2009.12005v22020

Artificial Intelligence

Ask Before You Optimize: Dynamic Pre-Formulation Clarification for Interactive Optimization

DEMix Layers: Disentangling Domains for Modular Language Modeling

Mitigating Over-Optimization in PRM-Guided Search in Mathematical Reasoning by Optimizing the Guide

POPE: Learning to Reason on Hard Problems via Privileged On-Policy Exploration

A fast PC algorithm for high dimensional causal discovery with multi-core PCs

Humanoid Manipulation Interface: Humanoid Whole-Body Manipulation from Robot-Free Demonstrations

PhysReason: A Comprehensive Benchmark towards Physics-Based Reasoning

Pure Vision Language Action (VLA) Models: A Comprehensive Survey

Frequency-Aligned Knowledge Distillation for Lightweight Spatiotemporal Forecasting

StreamMem: Query-Agnostic KV Cache Memory for Streaming Video Understanding

Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning

ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models

Focused Transformer: Contrastive Training for Context Scaling

Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search

Fully Autonomous AI Agents Should Not be Developed

Chemception: A Deep Neural Network with Minimal Chemistry Knowledge Matches the Performance of Expert-developed QSAR/QSPR Models

Iris: Climbing to the Search Frontier

Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models

On the Instance Hardness as a Decision Criterion in TinyML Systems

Walk the Talk? Measuring the Faithfulness of Large Language Model Explanations

On Vanishing Gradients, Over-Smoothing, and Over-Squashing in GNNs: Bridging Recurrent and Graph Learning

Text-to-Image Diffusion Models are Zero-Shot Classifiers

GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS

Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents

Formal Concept Analysis with Three Types of Negation

MotionGPT: Finetuned LLMs Are General-Purpose Motion Generators

MMPCBench: Benchmarking Multimodal Large Language Models on Proactive Critique of Flawed Inputs

On the Arbitrary-Oriented Object Detection: Classification based Approaches Revisited

The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems

GNN-RAG: Graph Neural Retrieval for Large Language Model Reasoning

Multi-Objective Deep Reinforcement Learning

The Curse of Depth in Large Language Models

VICRegL: Self-Supervised Learning of Local Visual Features

SP-VLA: A Joint Model Scheduling and Token Pruning Approach for VLA Model Acceleration

OPSDL: On-Policy Self-Distillation for Long-Context Language Models

TAAL: Mitigating Early Beam Pruning in Generative Recommendation via Temporal Autoregressive Alignment

HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation

MedAgentBench: A Realistic Virtual EHR Environment to Benchmark Medical LLM Agents

SkillTrojan: Backdoor Attacks on Skill-Based Agent Systems

Assisting in Writing Wikipedia-like Articles From Scratch with Large Language Models

Auditing and Mitigating Privacy Leakage in Cloud-Edge Collaborative Decoding

Interpreting CLIP with Hierarchical Sparse Autoencoders

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

A User Simulator for Task-Completion Dialogues

DeepStory: Video Story QA by Deep Embedded Memory Networks

RAGDiffusion++: From Macro-Retrieval to Micro-Fidelity Alignment for Garment Generation

APIFlow-Bench: Measuring Whether Agents Survive Long, Dependent API Workflows

LEGO-Puzzles: How Good Are MLLMs at Multi-Step Spatial Reasoning?

D2A: A Dataset Built for AI-Based Vulnerability Detection Methods Using Differential Analysis

VideoRAG: Retrieval-Augmented Generation over Video Corpus

A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models

Wavelet-Assisted Multi-Frequency Attention Network for Pansharpening

A Survey on Large Language Models for Mathematical Reasoning

Integrating LLMs with ITS: Recent Advances, Potentials, Challenges, and Future Directions

Language Models Use Trigonometry to Do Addition

AI Literacy in K-12 and Higher Education in the Wake of Generative AI: An Integrative Review

Kernel Language Entropy: Fine-grained Uncertainty Quantification for LLMs from Semantic Similarities

Formal Policy Enforcement for Real-World Agentic Systems

Neural Language Modeling by Jointly Learning Syntax and Lexicon

MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems