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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19,441 to 19,500 of 27,756

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks
Zheng Lin, Guanqiao Qu, Wei Wei +2
cs.LGcs.AIcs.DCarXiv:2403.13101v42024
Parallel Sampling of Diffusion Models
Andy Shih, Suneel Belkhale, Stefano Ermon +2
cs.LGcs.AIarXiv:2305.16317v32023
Epistemic Disturbance in the Graph Model for Conflict Resolution: State-Preserving Actions, Four-Valued Assessments, and the Distinction between Capability and Intention
Yukiko Kato
cs.GTcs.AIcs.MAarXiv:2610.11690v12026
In-Context Unlearning: Language Models as Few Shot Unlearners
Martin Pawelczyk, Seth Neel, Himabindu Lakkaraju
cs.LGcs.AIcs.CRarXiv:2310.07579v42023
From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors
Zhengshen Zhang, Hao Li, Yalun Dai +10
cs.ROcs.AIcs.CVarXiv:2510.17439v32025
PivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents
Yinghui He, Yapei Chang, Khushi Bhardwaj +4
cs.AIarXiv:2609.40285v12026
RoCo: Dialectic Multi-Robot Collaboration with Large Language Models
Zhao Mandi, Shreeya Jain, Shuran Song
cs.ROcs.AIcs.LGarXiv:2307.04738v12023
Attacking the Trusted Imagination: Oracle-Level Integrity Attacks on Imagine-then-Act World Models
Linghan Chen, Kaiyan Ji, Minyu Guo
cs.LGcs.AIcs.CRarXiv:2606.22966v12026
STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting
Lei Bai, Lina Yao, Salil. S Kanhere +2
cs.LGcs.AIstat.MLarXiv:1905.10069v12019
VIP5: Towards Multimodal Foundation Models for Recommendation
Shijie Geng, Juntao Tan, Shuchang Liu +2
cs.IRcs.AIcs.HCarXiv:2305.14302v22023
ComputerSD: Online Self-Distillation from Real-Time Feedback for Computer-Use Agents
Yong Du, Tongbo Chen, Zhengxi Lu +5
cs.CVcs.AIarXiv:2609.40253v22026
Direct 3D-Aware Object Insertion via Decomposed Visual Proxies
Jingbo Gong, Yikai Wang, Yushi Lan +6
cs.CVcs.AIcs.LGarXiv:2606.06601v12026
Memory Compression for High-Fanout Agent Sandboxes
Mengming Li, Ceyu XU, Qijun Zhang +4
cs.AIcs.OSarXiv:2609.11294v12026
ExperienceIndex: Artifact-Grounded Memory
Peter Baile Chen, Geoffrey X. Yu, Xinming Liu +5
cs.CLcs.AIcs.IRarXiv:2610.10091v12026
SEPO: Evidence-Grounded Prompt Optimization via Structural Editing
Xiaoyu Ma, Haoyue Liu, Yiwen Li +4
cs.AIarXiv:2608.28067v12026
Does ChatGPT have Theory of Mind?
Bart Holterman, Kees van Deemter
cs.CLcs.AIarXiv:2305.14020v22023
Constrained Command-Conditioned Reinforcement Learning with Bandit Strategy Selection in Real-Time Strategy Games
Nick Leenders, Roy Lindelauf, Joost van Oijen +1
cs.AIarXiv:2610.11663v12026
META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning
Rafael M. O. Cruz, Robert Sabourin, George D. C. Cavalcanti +1
cs.LGcs.AIstat.MLarXiv:1810.01270v12018
Neural Multichannel Distant Speaker Diarization with Heavy-tailed Source Separation Model
Sicheng Mao, Baihan Li, Mathieu Fontaine +2
cs.SDcs.AIarXiv:2609.12154v12026
Learning from Research: Toward Lifelong Agent Harness Evolution
Jingbo Yang, Kwei-Herng Lai, Xiaowen Wang +3
cs.AIarXiv:2609.40169v12026
Scaling Inference-Efficient Language Models
Song Bian, Minghao Yan, Shivaram Venkataraman
cs.LGcs.AIcs.CLarXiv:2501.18107v22025
DIAL-OPD: Learning More from Fewer Tokens in On-Policy Distillation
Anhao Zhao, Haoran Xin, Junlong Tong +5
cs.CLcs.AIarXiv:2610.11659v12026
MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction
Zhibin Gou, Qingyan Guo, Yujiu Yang
cs.CLcs.AIarXiv:2305.12627v12023
Can GNN be Good Adapter for LLMs?
Xuanwen Huang, Kaiqiao Han, Yang Yang +4
cs.CLcs.AIarXiv:2402.12984v12024
Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
Alexander Trott, Stephan Zheng, Caiming Xiong +1
cs.AIarXiv:1911.01417v12019
Content-based Unrestricted Adversarial Attack
Zhaoyu Chen, Bo Li, Shuang Wu +3
cs.CVcs.AIcs.CRarXiv:2305.10665v22023
Guided Conditional Diffusion for Controllable Traffic Simulation
Ziyuan Zhong, Davis Rempe, Danfei Xu +5
cs.ROcs.AIcs.LGarXiv:2210.17366v12022
Understanding Perturbed Parameter Ensemble Sensitivities Using A Contrastive Learning Approach
Da Fan, David John Gagne II, Gregory S Elsaesser +5
physics.ao-phcs.AIarXiv:2609.30420v12026
Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity
Claudio Novelli, Federico Casolari, Philipp Hacker +2
cs.CYcs.AIarXiv:2401.07348v42024
SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation
Chenyu You, Yuan Zhou, Ruihan Zhao +2
cs.CVcs.AIcs.LGarXiv:2108.06227v42021
Geometry-Aware Test-Time Learning for Quantitative Spatial Reasoning
Gege Zhang, Shuaicheng Niu, Gang Dai +2
cs.CVcs.AIarXiv:2609.06004v12026
Time-Series Representation Learning via Temporal and Contextual Contrasting
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen +4
cs.LGcs.AIarXiv:2106.14112v12021
Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training
Kunlun Zhu, Xuyan Ye, Yibo Li +3
cs.AIcs.CLarXiv:2609.40111v12026
Disentangled Shared Representations Improve Morpho-Transcriptomic Integration
Julian Ostermaier, Swann Ruyter, Reuben Dorent +1
cs.AIarXiv:2608.14355v12026
Sparks of In Silico Cognitive Science: Theories from Simulated Data Can Generalize to Humans
Akshay K. Jagadish, Younes Strittmatter, Nori Jacoby +4
cs.AIarXiv:2609.08003v12026
Language Models are Injective and Hence Invertible
Giorgos Nikolaou, Tommaso Mencattini, Donato Crisostomi +3
cs.LGcs.AIarXiv:2510.15511v42025
DART: Distributional Adversarial Recurrent Training for Algorithm Learning
Hieu Tran Bao, Phung Thanh Dang, Pham Quang Nhat Minh +1
cs.LGcs.AIarXiv:2609.05988v12026
AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering
Chun-Yi Kuan, Kai-Wei Chang, Hung-yi Lee
eess.AScs.AIcs.CLarXiv:2601.14728v12026
Analyzing Differentiable Fuzzy Logic Operators
Emile van Krieken, Erman Acar, Frank van Harmelen
cs.AIcs.LGcs.LOarXiv:2002.06100v22020
PlotQA: Reasoning over Scientific Plots
Nitesh Methani, Pritha Ganguly, Mitesh M. Khapra +1
cs.CVcs.AIcs.CLarXiv:1909.00997v32019
Dialectical language model evaluation: An initial appraisal of the commonsense spatial reasoning abilities of LLMs
Anthony G Cohn, Jose Hernandez-Orallo
cs.CLcs.AIarXiv:2304.11164v12023
LongEmo: Towards Emotion Understanding and Reasoning in Long Videos
Shuo Zhang, Yifan Zhou, Han Wang +15
cs.CVcs.AIarXiv:2609.40079v12026
Latent Diffusion Model without Variational Autoencoder
Minglei Shi, Haolin Wang, Wenzhao Zheng +6
cs.CVcs.AIarXiv:2510.15301v42025
Black-box Dataset Ownership Verification via Backdoor Watermarking
Yiming Li, Mingyan Zhu, Xue Yang +3
cs.CRcs.AIcs.CVarXiv:2209.06015v22022
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?
Belinda Z. Li, Been Kim, Zi Wang
cs.AIcs.CLcs.LGarXiv:2503.22674v22025
LongForm: Effective Instruction Tuning with Reverse Instructions
Abdullatif Köksal, Timo Schick, Anna Korhonen +1
cs.CLcs.AIcs.LGarXiv:2304.08460v32023
POWERPLAY: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem
Jürgen Schmidhuber
cs.AIcs.LGarXiv:1112.5309v22011
Grounding Time-Series Foundation Models in Digital Twin Topology for Predictive Maintenance
Sizhe Ma, Katherine A. Flanigan, Mario Bergés
eess.SPcs.AIarXiv:2609.40071v12026
WorldDB: A Vector Graph-of-Worlds Memory Engine with Ontology-Aware Write-Time Reconciliation
Harish Santhanalakshmi Ganesan
cs.AIcs.CLarXiv:2604.18478v12026
Metrics for Explainable AI: Challenges and Prospects
Robert R. Hoffman, Shane T. Mueller, Gary Klein +1
cs.AIarXiv:1812.04608v22018
Active Attacks: Red-teaming LLMs via Adaptive Environments
Taeyoung Yun, Pierre-Luc St-Charles, Jinkyoo Park +2
cs.LGcs.AIarXiv:2509.21947v22025
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
Shih-Yang Liu, Xin Dong, Ximing Lu +9
cs.LGcs.AIcs.CLarXiv:2510.15110v12025
Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks
Hector Vargas Alvarez, Gianluca Fabiani, Ioannis G. Kevrekidis +2
math.NAcs.AIcs.NAarXiv:2402.12360v12024
VideoVLA: Video Generators Can Be Generalizable Robot Manipulators
Yichao Shen, Fangyun Wei, Zhiying Du +5
cs.ROcs.AIcs.CVarXiv:2512.06963v12025
On the Power of Over-parametrization in Neural Networks with Quadratic Activation
Simon S. Du, Jason D. Lee
cs.LGcs.AImath.OCarXiv:1803.01206v22018
DeepSeek vs. ChatGPT vs. Claude: A Comparative Study for Scientific Computing and Scientific Machine Learning Tasks
Qile Jiang, Zhiwei Gao, George Em Karniadakis
cs.LGcs.AIarXiv:2502.17764v22025
Exponential improvements for quantum-accessible reinforcement learning
Vedran Dunjko, Yi-Kai Liu, Xingyao Wu +1
quant-phcs.AIcs.NEarXiv:1710.11160v32017
WARP: A Unified Benchmark for Invisible Image Watermarking -- Robustness and Protection Against Attacks
Khaled Abud, Aleksey Yakushev, Aleksandr Akimenkov +9
cs.CVcs.AIcs.MMarXiv:2609.40031v12026
From Pixels to Words -- Towards Native Vision-Language Primitives at Scale
Haiwen Diao, Mingxuan Li, Silei Wu +6
cs.CVcs.AIarXiv:2510.14979v22025
What Does Multi-Harness RL Learn? Credit Assignment and Portability in Coding Agents
Chenqian Le, Jiayi Cheng, Qijia He +3
cs.AIarXiv:2609.04518v12026

Artificial Intelligence

AdaptSFL: Adaptive Split Federated Learning in Resource-constrained Edge Networks

Parallel Sampling of Diffusion Models

Epistemic Disturbance in the Graph Model for Conflict Resolution: State-Preserving Actions, Four-Valued Assessments, and the Distinction between Capability and Intention

In-Context Unlearning: Language Models as Few Shot Unlearners

From Spatial to Actions: Grounding Vision-Language-Action Model in Spatial Foundation Priors

PivotOPD: Learning to Recover from Pivotal Mistakes in Multi-Turn Agents

RoCo: Dialectic Multi-Robot Collaboration with Large Language Models

Attacking the Trusted Imagination: Oracle-Level Integrity Attacks on Imagine-then-Act World Models

STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting

VIP5: Towards Multimodal Foundation Models for Recommendation

ComputerSD: Online Self-Distillation from Real-Time Feedback for Computer-Use Agents

Direct 3D-Aware Object Insertion via Decomposed Visual Proxies

Memory Compression for High-Fanout Agent Sandboxes

ExperienceIndex: Artifact-Grounded Memory

SEPO: Evidence-Grounded Prompt Optimization via Structural Editing

Does ChatGPT have Theory of Mind?

Constrained Command-Conditioned Reinforcement Learning with Bandit Strategy Selection in Real-Time Strategy Games

META-DES: A Dynamic Ensemble Selection Framework using Meta-Learning

Neural Multichannel Distant Speaker Diarization with Heavy-tailed Source Separation Model

Learning from Research: Toward Lifelong Agent Harness Evolution

Scaling Inference-Efficient Language Models

DIAL-OPD: Learning More from Fewer Tokens in On-Policy Distillation

MvP: Multi-view Prompting Improves Aspect Sentiment Tuple Prediction

Can GNN be Good Adapter for LLMs?

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards

Content-based Unrestricted Adversarial Attack

Guided Conditional Diffusion for Controllable Traffic Simulation

Understanding Perturbed Parameter Ensemble Sensitivities Using A Contrastive Learning Approach

Generative AI in EU Law: Liability, Privacy, Intellectual Property, and Cybersecurity

SimCVD: Simple Contrastive Voxel-Wise Representation Distillation for Semi-Supervised Medical Image Segmentation

Geometry-Aware Test-Time Learning for Quantitative Spatial Reasoning

Time-Series Representation Learning via Temporal and Contextual Contrasting

Agent Error Dataset: Scaling 50,000 Error--Diagnosis Pairs for Failure Analysis and Error-Aware Post-Training

Disentangled Shared Representations Improve Morpho-Transcriptomic Integration

Sparks of In Silico Cognitive Science: Theories from Simulated Data Can Generalize to Humans

Language Models are Injective and Hence Invertible

DART: Distributional Adversarial Recurrent Training for Algorithm Learning

AQAScore: Evaluating Semantic Alignment in Text-to-Audio Generation via Audio Question Answering

Analyzing Differentiable Fuzzy Logic Operators

PlotQA: Reasoning over Scientific Plots

Dialectical language model evaluation: An initial appraisal of the commonsense spatial reasoning abilities of LLMs

LongEmo: Towards Emotion Understanding and Reasoning in Long Videos

Latent Diffusion Model without Variational Autoencoder

Black-box Dataset Ownership Verification via Backdoor Watermarking

QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks?

LongForm: Effective Instruction Tuning with Reverse Instructions

POWERPLAY: Training an Increasingly General Problem Solver by Continually Searching for the Simplest Still Unsolvable Problem

Grounding Time-Series Foundation Models in Digital Twin Topology for Predictive Maintenance

WorldDB: A Vector Graph-of-Worlds Memory Engine with Ontology-Aware Write-Time Reconciliation

Metrics for Explainable AI: Challenges and Prospects

Active Attacks: Red-teaming LLMs via Adaptive Environments

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Nonlinear Discrete-Time Observers with Physics-Informed Neural Networks

VideoVLA: Video Generators Can Be Generalizable Robot Manipulators

On the Power of Over-parametrization in Neural Networks with Quadratic Activation

DeepSeek vs. ChatGPT vs. Claude: A Comparative Study for Scientific Computing and Scientific Machine Learning Tasks

Exponential improvements for quantum-accessible reinforcement learning

WARP: A Unified Benchmark for Invisible Image Watermarking -- Robustness and Protection Against Attacks

From Pixels to Words -- Towards Native Vision-Language Primitives at Scale

What Does Multi-Harness RL Learn? Credit Assignment and Portability in Coding Agents