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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16,081 to 16,140 of 28,224

Why think step by step? Reasoning emerges from the locality of experience
Ben Prystawski, Michael Y. Li, Noah D. Goodman
cs.AIcs.CLcs.LGarXiv:2304.03843v32023
Exploit More, Explore Smarter for Budget-Constrained Agentic Search
Haoyang Fang, Bernie Wang
cs.AIcs.LGarXiv:2608.23848v12026
Position: Multi-Agent Systems Should Prioritize Concurrency Control
Xin Yang, Letian Li, Zimo Ji +2
cs.AIarXiv:2608.18092v12026
Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4
Hanmeng Liu, Ruoxi Ning, Zhiyang Teng +3
cs.CLcs.AIarXiv:2304.03439v32023
Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models
Mohammad Mahdi Abootorabi, Omid Ghahroodi, Anas Madkoor +4
cs.CVcs.AIcs.CLarXiv:2606.05531v12026
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis
Yucheng Tang, Dong Yang, Wenqi Li +5
cs.CVcs.AIcs.LGarXiv:2111.14791v22021
Language-Driven Interactive Traffic Trajectory Generation
Junkai Xia, Chenxin Xu, Qingyao Xu +3
cs.AIcs.ROarXiv:2405.15388v12024
Fantastic Pretraining Optimizers and Where to Find Them
Kaiyue Wen, David Hall, Tengyu Ma +1
cs.LGcs.AIstat.MLarXiv:2509.02046v22025
Offline Reinforcement Learning from Images with Latent Space Models
Rafael Rafailov, Tianhe Yu, Aravind Rajeswaran +1
cs.LGcs.AIcs.ROarXiv:2012.11547v12020
The many Shapley values for model explanation
Mukund Sundararajan, Amir Najmi
cs.AIcs.LGecon.THarXiv:1908.08474v22019
Discovering Causal Relations and Equations from Data
Gustau Camps-Valls, Andreas Gerhardus, Urmi Ninad +7
physics.data-ancs.AIcs.LGarXiv:2305.13341v12023
A Qualitative Test-Risk Mechanism for Scaling Behavior in Normalized Residual Networks
Daning Cheng, Zeyu Liu, Jun Sun +4
cs.LGcs.AIarXiv:2605.08297v12026
DeepGate: Learning Neural Representations of Logic Gates
Min Li, Sadaf Khan, Zhengyuan Shi +3
cs.LGcs.AIarXiv:2111.14616v32021
SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
Han Shen, Pin-Yu Chen, Payel Das +1
cs.LGcs.AIcs.CLarXiv:2410.07471v22024
Robust and Communication-Efficient Federated Learning from Non-IID Data
Felix Sattler, Simon Wiedemann, Klaus-Robert Müller +1
cs.LGcs.AIcs.DCarXiv:1903.02891v12019
TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack
Yu Cao, Dianqi Li, Meng Fang +4
cs.CLcs.AIarXiv:2210.15221v12022
MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot
Zirui Song, Yaohang Li, Meng Fang +6
cs.AIcs.HCarXiv:2404.18074v32024
Designing a Dashboard for Transparency and Control of Conversational AI
Yida Chen, Aoyu Wu, Trevor DePodesta +9
cs.CLcs.AIcs.HCarXiv:2406.07882v32024
Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering
Zhentao Xu, Mark Jerome Cruz, Matthew Guevara +4
cs.IRcs.AIcs.CLarXiv:2404.17723v22024
Deep Learning Reconstruction of Ultra-Short Pulses
Tom Zahavy, Alex Dikopoltsev, Oren Cohen +2
physics.opticscs.AIcs.LGarXiv:1803.06024v12018
Six misconceptions about large language models: A minimal model and diagnostic taxonomy
Zhicheng Lin
cs.CYcs.AIarXiv:2608.20421v12026
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
Jason Weston, Antoine Bordes, Sumit Chopra +4
cs.AIcs.CLstat.MLarXiv:1502.05698v102015
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
DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption
Yi Ding, Fuyuan Tan, Zhen Qin +3
cs.CRcs.AIcs.NEarXiv:2012.11097v12020
Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection
Yunkang Cao, Xiaohao Xu, Weiming Shen
cs.CVcs.AIarXiv:2303.13194v12023
Deep Learning for Human Affect Recognition: Insights and New Developments
Philipp V. Rouast, Marc T. P. Adam, Raymond Chiong
cs.LGcs.AIcs.CVarXiv:1901.02884v12019
First Order Motion Model for Image Animation
Aliaksandr Siarohin, Stéphane Lathuilière, Sergey Tulyakov +2
cs.CVcs.AIarXiv:2003.00196v32020
CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence
Md Tanvirul Alam, Dipkamal Bhusal, Le Nguyen +1
cs.CRcs.AIarXiv:2406.07599v32024
MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining
Haoyu Dong, Pengkun Zhang, Mingzhe Lu +2
cs.CLcs.AIarXiv:2509.06806v62025
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering
Zhenyu Li, Sunqi Fan, Yu Gu +5
cs.CLcs.AIarXiv:2308.12060v32023
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis
Qingyun Wang, Qi Zeng, Lifu Huang +3
cs.CLcs.AIarXiv:2010.06119v32020
Game of Tones: Faculty detection of GPT-4 generated content in university assessments
Mike Perkins, Jasper Roe, Darius Postma +2
cs.CYcs.AIarXiv:2305.18081v12023
Dynamic Local Search for the Maximum Clique Problem
H. H. Hoos, W. Pullan
cs.AIarXiv:1109.5717v12011
Safe and Interpretable Multimodal Path Planning for Multi-Agent Cooperation
Haojun Shi, Suyu Ye, Katherine M. Guerrerio +5
cs.ROcs.AIcs.HCarXiv:2602.19304v12026
On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification
Qinyuan Ye, Yu Li, Yada Pruksachatkun +2
cs.AIcs.CLcs.LGarXiv:2608.18066v12026
Neural Gaffer: Relighting Any Object via Diffusion
Haian Jin, Yuan Li, Fujun Luan +6
cs.CVcs.AIcs.GRarXiv:2406.07520v32024
Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement
André Barreto, Diana Borsa, John Quan +6
cs.LGcs.AIarXiv:1901.10964v12019
HIVE: Harnessing Human Feedback for Instructional Visual Editing
Shu Zhang, Xinyi Yang, Yihao Feng +9
cs.CVcs.AIcs.CLarXiv:2303.09618v22023
Safe Reinforcement Learning in Constrained Markov Decision Processes
Akifumi Wachi, Yanan Sui
cs.LGcs.AIcs.ROarXiv:2008.06626v12020
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering
Zhiguo Wang, Patrick Ng, Xiaofei Ma +2
cs.CLcs.AIarXiv:1908.08167v22019
Title Generation for User Generated Videos
Kuo-Hao Zeng, Tseng-Hung Chen, Juan Carlos Niebles +1
cs.CVcs.AIcs.MMarXiv:1608.07068v22016
Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection
Chen Wu, Bo Du, Liangpei Zhang
cs.CVcs.AIeess.IVarXiv:2201.06030v12022
Sycophantic Chatbots Cause Delusional Spiraling, Even in Ideal Bayesians
Kartik Chandra, Max Kleiman-Weiner, Jonathan Ragan-Kelley +1
cs.AIcs.CYcs.HCarXiv:2602.19141v12026
Spiking Neural Networks and Online Learning: An Overview and Perspectives
Jesus L. Lobo, Javier Del Ser, Albert Bifet +1
cs.NEcs.AIcs.LGarXiv:1908.08019v12019
Decision Tree and K-Means Analysis of Raman Spectra for Edible Oils: A Physics-Informed AI Approach
Amrita Shaw, Chandrasekar S. N., Sai Muthukumar V. +2
cs.LGcs.AIarXiv:2608.20440v12026
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
Victor Zhong, Caiming Xiong, Richard Socher
cs.CLcs.AIarXiv:1709.00103v72017
TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward
Yihong Luo, Tianyang Hu, Weijian Luo +1
cs.CVcs.AIarXiv:2603.07700v12026
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation
Mattia Litrico, Alessio Del Bue, Pietro Morerio
cs.CVcs.AIcs.LGarXiv:2303.03770v32023
Decision Transformer for UAV-Mounted RIS-Assisted Dynamic D2D Communications
Yaxuan Liu
cs.AIcs.ROarXiv:2609.09885v12026
Bridging the Human-AI Knowledge Gap: Concept Discovery and Transfer in AlphaZero
Lisa Schut, Nenad Tomasev, Tom McGrath +3
cs.AIcs.HCcs.LGarXiv:2310.16410v12023
TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents
Dawei Wang, Chengming Zhou, Di Zhao +4
cs.AIarXiv:2601.05899v22026
Detecting AI-Generated Video via Frame Consistency
Long Ma, Zhiyuan Yan, Qinglang Guo +3
cs.CVcs.AIarXiv:2402.02085v82024
Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solution
Ashesh Chattopadhyay, Y. Qiang Sun, Pedram Hassanzadeh
physics.flu-dyncs.AIcs.LGarXiv:2304.07029v22023
Architectural Sampling: Test-Time Scaling via Computational Diversity in Frozen Vision-Language Models
Akshit Singh, Shyam Marjit, Wei Lin +2
cs.CVcs.AIarXiv:2610.01687v12026
Mobile GUI Agents under Real-world Threats: Are We There Yet?
Guohong Liu, Jialei Ye, Jiacheng Liu +5
cs.CRcs.AIarXiv:2507.04227v22025
Dual-Latent Memory Routing for Vision-Language Reasoning
Hao-Xuan Ma, Jin-Fei Qi, Yicheng Xiao +1
cs.CVcs.AIarXiv:2609.05539v12026
Autonomy, Authenticity, Authorship and Intention in computer generated art
Jon McCormack, Toby Gifford, Patrick Hutchings
cs.AIcs.CYcs.NEarXiv:1903.02166v12019
Improving Dictionary Learning with Gated Sparse Autoencoders
Senthooran Rajamanoharan, Arthur Conmy, Lewis Smith +5
cs.LGcs.AIarXiv:2404.16014v22024
SENTINEL-RL: Offloading Topological Reasoning from LLM Agents in the Security Operations Center
Uday Vallabhaneni, Cassie L. Cagwin, David J. Wild
cs.CRcs.AIarXiv:2609.04159v12026
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Terry Yue Zhuo, Armel Zebaze, Nitchakarn Suppattarachai +4
cs.CLcs.AIcs.SEarXiv:2401.00788v12024

Artificial Intelligence

Why think step by step? Reasoning emerges from the locality of experience

Exploit More, Explore Smarter for Budget-Constrained Agentic Search

Position: Multi-Agent Systems Should Prioritize Concurrency Control

Evaluating the Logical Reasoning Ability of ChatGPT and GPT-4

Almieyar-Oryx-BloomBench: A Bilingual Multimodal Benchmark for Cognitively Informed Evaluation of Vision-Language Models

Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis

Language-Driven Interactive Traffic Trajectory Generation

Fantastic Pretraining Optimizers and Where to Find Them

Offline Reinforcement Learning from Images with Latent Space Models

The many Shapley values for model explanation

Discovering Causal Relations and Equations from Data

A Qualitative Test-Risk Mechanism for Scaling Behavior in Normalized Residual Networks

DeepGate: Learning Neural Representations of Logic Gates

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Robust and Communication-Efficient Federated Learning from Non-IID Data

TASA: Deceiving Question Answering Models by Twin Answer Sentences Attack

MMAC-Copilot: Multi-modal Agent Collaboration Operating Copilot

Designing a Dashboard for Transparency and Control of Conversational AI

Retrieval-Augmented Generation with Knowledge Graphs for Customer Service Question Answering

Deep Learning Reconstruction of Ultra-Short Pulses

Six misconceptions about large language models: A minimal model and diagnostic taxonomy

Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks

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

DeepKeyGen: A Deep Learning-based Stream Cipher Generator for Medical Image Encryption and Decryption

Complementary Pseudo Multimodal Feature for Point Cloud Anomaly Detection

Deep Learning for Human Affect Recognition: Insights and New Developments

First Order Motion Model for Image Animation

CTIBench: A Benchmark for Evaluating LLMs in Cyber Threat Intelligence

MachineLearningLM: Scaling Many-shot In-context Learning via Continued Pretraining

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis

Game of Tones: Faculty detection of GPT-4 generated content in university assessments

Dynamic Local Search for the Maximum Clique Problem

Safe and Interpretable Multimodal Path Planning for Multi-Agent Cooperation

On the Fragility of Self-Improving Agents: Variance, Task Order, and Underspecification

Neural Gaffer: Relighting Any Object via Diffusion

Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement

HIVE: Harnessing Human Feedback for Instructional Visual Editing

Safe Reinforcement Learning in Constrained Markov Decision Processes

Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering

Title Generation for User Generated Videos

Fully Convolutional Change Detection Framework with Generative Adversarial Network for Unsupervised, Weakly Supervised and Regional Supervised Change Detection

Sycophantic Chatbots Cause Delusional Spiraling, Even in Ideal Bayesians

Spiking Neural Networks and Online Learning: An Overview and Perspectives

Decision Tree and K-Means Analysis of Raman Spectra for Edible Oils: A Physics-Informed AI Approach

Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning

TDM-R1: Reinforcing Few-Step Diffusion Models with Non-Differentiable Reward

Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation

Decision Transformer for UAV-Mounted RIS-Assisted Dynamic D2D Communications

Bridging the Human-AI Knowledge Gap: Concept Discovery and Transfer in AlphaZero

TowerMind: A Tower Defence Game Learning Environment and Benchmark for LLM as Agents

Detecting AI-Generated Video via Frame Consistency

Challenges of learning multi-scale dynamics with AI weather models: Implications for stability and one solution

Architectural Sampling: Test-Time Scaling via Computational Diversity in Frozen Vision-Language Models

Mobile GUI Agents under Real-world Threats: Are We There Yet?

Dual-Latent Memory Routing for Vision-Language Reasoning

Autonomy, Authenticity, Authorship and Intention in computer generated art

Improving Dictionary Learning with Gated Sparse Autoencoders

SENTINEL-RL: Offloading Topological Reasoning from LLM Agents in the Security Operations Center

Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models