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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6,001 to 6,060 of 15,269

How AI Assistance Affects Human Skill Development: A Study of Learning with Logic Puzzles
Shang Wu, Catarina G Belem, Shuyuan Fu +2
cs.AIarXiv:2608.23543v12026
What Process Evaluation of Coding Agents Actually Measures: Action, Task, and Step Are Three Different Levels
Jiawei He, Mengyu Shi, Jie jia +2
cs.AIarXiv:2608.22960v12026
NeuroAbs: A Neuro-Symbolic RTL Abstraction Framework for Property Checking Acceleration
Zhiyuan Yan, Xiaofeng Zhou, Ziyue Zheng +5
cs.ARcs.AIcs.SEarXiv:2608.17304v12026
CoAnchor: Robust Collaborative Perception under Spatio-Temporal Misalignment via Object-Level Anchors
Chi Li, Rui Lin, Aobo Ji +1
cs.CVcs.AIarXiv:2608.21055v12026
WA-JEPA: Rethinking the Video JEPA Paradigm for World-Action Modeling in Autonomous Driving
Xinlin Wang, Yujiao Xiang, Yuheng Zhou +11
cs.CVcs.AIarXiv:2608.20974v12026
Advantage-level Aggregation Reinforcement Learning for X-point Target Magnetic Configuration Control in an EXL-50U Experiment-Calibrated Simulation Environment
Siqi Ding, Xuanhe Wang, Pei Guo +10
physics.plasm-phcs.AIarXiv:2608.20834v12026
Certified Multi-Turn Robustness for LLM Safety via Compositional Bounds and Safety Persistence
Yang Liu, Bin Chong, Wenkai Yang +9
cs.AIarXiv:2608.20820v12026
When Generated Images Look Right and Retrieve Wrong: Coverage-Guided Cross-Scale Re-Indexing for Knowledge-Faithful Generative Perception
Guangyuan Dong, Chuang Liu, Yangchen Zeng +6
cs.MMcs.AIcs.CVarXiv:2608.20810v12026
RiskTraf: Risk-Extrapolated Residual Learning for Multi-Variate Traffic Flow Prediction
Guangyu Wang, Zhidan Liu
cs.LGcs.AIarXiv:2608.20656v12026
Backdoor Learning in Language Models and Vision-Language Models
Weimin Lyu
cs.CLcs.AIarXiv:2608.18095v12026
From Inference to Adaptation: A Unified Optimal Transport View of Vision Language Model
Qi Yu, Zhichen Zeng, Katherine Tieu +8
cs.CVcs.AIcs.CLarXiv:2608.18339v12026
Prior-Conditioned Gaussian Discriminants for Generalizable AI-generated Image Detection
Shashank Kotyan, Makoto Shing, Yuki Imajuku +2
cs.CVcs.AIarXiv:2608.18523v12026
Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements
Naoki Egami, Sooahn Shin
stat.MEcs.AIcs.CLarXiv:2608.18294v12026
Against Political Polarization: A Unified Framework for Tracing Evolving Political Ideologies on Social Media
Yijie Xu, Chao Wang, Hui Xiong
cs.SIcs.AIcs.CLarXiv:2608.17987v12026
Learning to Execute
Wojciech Zaremba, Ilya Sutskever
cs.NEcs.AIcs.LGarXiv:1410.4615v32014
HLSR: Hybrid Live Forecast Selective Dynamic Vehicle Rerouting for Real-Time Congestion Avoidance
Xiao Wang, Shun Ren Yang, Hui Nien Hung
cs.AIarXiv:2608.18056v12026
Policy-Invariant Reward Shaping from LLM Feedback: A Framework for Hybrid RL Agents
Christophe D. Hounwanou, John Emeka Eze, Yaé U. Gaba
cs.LGcs.AIarXiv:2608.18008v12026
Evaluating the Diversity of AI-Generated Content with Diversity Profiles
Xiuyuan Hu, Xuege Hou, Guoqing Liu +6
cs.AIarXiv:2608.17731v12026
Benchmarking Automated Security Patch Backporting: How Far Are We?
Jincheng Yang, Yulong Fu, Chengwei Liu +5
cs.SEcs.AIcs.CRarXiv:2608.17671v12026
GADR: Gathering Architecture Decision Records from Meeting Transcriptions
Lucas Daniel Costa da Silva, Kiev Gama
cs.SEcs.AIarXiv:2608.17694v12026
Quantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making
Deep Kumar Ganguly, Jan Kretinsky
cs.AIarXiv:2608.17574v12026
SPACE: Sample-cloud Predictive Adaptive Conformal Ellipsoids for Multivariate Time-Series Forecasting
Baishi Li, Kelvin J. L. Koa, Ke-Wei Huang
stat.MLcs.AIcs.LGarXiv:2608.17333v12026
Learning What Not to Learn: Adversarial Disentangled Prompt Tuning for Robust Vision-Language Models
Yang Chen, Zhan Zhuang, Yanbin Wei +3
cs.CVcs.AIarXiv:2608.17306v12026
Depth Enables Local Entropy: Quadratic Depth Dependence in Deep Variation-Norm ReLU Regression
Tao Jiang, Minbo Gao, Shaowei Cai
cs.AIarXiv:2608.17434v12026
Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL
Yunhao Yang, Yuexin Bian, Yunjie Tian +6
cs.LGcs.AIcs.CVarXiv:2608.17253v12026
Topological Attribution Distance (TAD): Revealing Segment-Level RAG Influence on LLM Output Geometry for Incident Log Analysis
Reza Fayyazi, Michael Zuzak, Shanchieh Jay Yang
cs.CRcs.AIarXiv:2608.16775v12026
TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation
Haoran Wang, Chaofan Ma, Ran Yi +1
cs.CVcs.AIarXiv:2608.16765v12026
LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing
Ruoqi Shu, Xuhui Wang, Isaac Wang +2
cs.AIarXiv:2608.16763v12026
FabriMAE I Trust Myself? Self-Evaluating VLA Action Generation with Markov Attention Entropy
Aniri, Chen Yilin, Jinhe Bi +10
cs.AIarXiv:2608.16697v12026
UniTAC: Universal Task-Aware Compression via Weighted Distortion Measures
Homa Esfahanizadeh, Matin Mortaheb, Jinfeng Du +1
cs.LGcs.AIcs.ITarXiv:2608.16696v12026
The Value of a Prompt: An LLM-Relative Kolmogorov-Complexity Approach
Rafael Pass
cs.AIcs.CCcs.ITarXiv:2608.16438v12026
Coverage-Maximizing Multinomial Subset Routing under Operational Constraints
Quan Zhou, Yiyan Huang
cs.LGcs.AIarXiv:2608.16375v12026
HalluTracer: Hallucination Detection via Depth-Averaging Truth Signals
Zhihao Guo, Zonghan Wu, Huan Huo +6
cs.CLcs.AIarXiv:2608.16353v12026
What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics
Shuyu Liu
cs.AIarXiv:2608.16370v12026
Defake-o3: From Speculative Rationales to Verifiable Evidence for Explainable AIGI Detection
Bowen Deng, Jiahui Zhan, Yikun Ji +2
cs.CVcs.AIarXiv:2608.16259v12026
Information Geometry of Message Passing
Mykola Lukashchuk, Kyrylo Yemets, Alex Ledbetter +1
cs.LGcs.AIarXiv:2608.15922v12026
Layers Matter: Why Continual Learning Regularization Should Be Layer-Adaptive
Brian B. Moser, Ahmed Anwar, Tobias Christian Nauen +5
cs.LGcs.AIarXiv:2608.15901v12026
Temporal Graph Prototype-conditioned Conformal Prediction for Fraud Detection
Xudong Chen, Shengbo Gong, Lu Cheng +1
cs.LGcs.AIarXiv:2608.15768v12026
Spectral Saliency for Machine Unlearning
Cedar Site Bai, Amber Yijia Zheng, Raymond A. Yeh +1
cs.LGcs.AIarXiv:2608.15548v12026
FedPA-LoRA: Product-Aligned Framework for Mitigating Aggregation and Initialization Errors in Heterogeneous Federated LoRA
Juseok Jeon, Ramy E. Ali, Doyun Kwon +3
cs.AIcs.LGarXiv:2608.15381v12026
Logical Embeddings for Argument Analysis
Leander Heldring, Santiago Torres
cs.CLcs.AIarXiv:2608.15325v12026
VGGT-Align: Bridging Local Reconstruction and Global Consistency for Long-Sequence 3D Reconstruction
Wei Zhang, Yihang Wu, Songhua Li +1
cs.CVcs.AIarXiv:2608.15260v12026
Fast Test-Time Refinement for Robust Learned Image Compression
Jiaming Liang, Chi-Man Pun, Weisi Lin
cs.CVcs.AIcs.LGarXiv:2608.15113v12026
Which Question Is Your Attention Metric Answering? Attention Rows as Compositional Data
Marios Papamichalis, Regina Ruane
cs.CLcs.AIcs.LGarXiv:2608.14712v12026
Tail-Aware Top-$k$ On-Policy Distillation
Huipeng Huang, Hongxin Wei
cs.LGcs.AIarXiv:2608.14728v12026
From Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework
Wen-Fan Wang, TsaiHsuan Lin, Chi-Lan Yang +2
cs.HCcs.AIarXiv:2608.14405v12026
Orbital AI Computing: Carbon Tradeoffs Across Satellite Scale
Nisha Sarwar, Lei Jiang, Fan Chen
cs.DCcs.AIarXiv:2608.14557v12026
Whose doctor does the AI recommend? An algorithm audit of reputation and demographic signals in large language model-assisted physician choice
Syeda Anshrah Gillani, Mirza Samad Ahmed Baig
cs.CYcs.AIcs.CLarXiv:2608.14399v12026
AlignFace: Human-Aligned Face Similarity Metric with Interpretable Concept Relations
Ying Huang, Wencan Zhang, Brian Y. Lim
cs.MMcs.AIcs.CVarXiv:2608.14130v12026
MACS: A Hybrid Multi-Agent Framework for Reliable Conversational E-Commerce Recommendation
Juli Huang, Hannah Clay, Sajjad Beygi +3
cs.IRcs.AIarXiv:2608.14068v12026
Residual Dominance as a Structural Account of Last-Item Reliance in Causal Self-Attention Recommenders
Keito Kozaki, Keigo Sakurai, Ren Togo +2
cs.AIcs.IRarXiv:2608.14021v12026
Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning
Xuehang Guo, Pengyuan Li, Tom Hope +3
cs.LGcs.AIcs.CLarXiv:2608.04926v12026
Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop
Igor Itkin
cs.AIcond-mat.stat-mechcs.CLarXiv:2608.11215v12026
UltraArUco: A Lightweight Multilingual Library And Framework With Low-Latency Real-Time Marker-Based Tracking System For Mobile AR Interaction
Mikhail Kiselev, Aleksandr Marukhin, Ivan Snegirev +3
cs.HCcs.AIcs.CVarXiv:2608.13584v12026
ChronoLens: Measuring Language Change Across Time, Languages, and Linguistic Levels
Gagan Bhatia, Julian Schlenker, Simone Paolo Ponzetto +1
cs.CLcs.AIarXiv:2608.03507v12026
Lossless Tensor Compression as Program Synthesis
Jieke Shi, Junda He, Wenjia Jiang +11
cs.SEcs.AIcs.PLarXiv:2608.02162v12026
$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems
Peilin Feng, Suorong Yang, Soujanya Poria
cs.MAcs.AIarXiv:2607.27958v12026
ISO: An RLVR-Native Optimization Stack
Hanqing Zhu, Wenyan Cong, Zhizhou Sha +8
cs.LGcs.AIarXiv:2607.19331v12026
Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems
Gaurav Dadhich
cs.AIcs.IRarXiv:2607.21503v12026
Token Time Continuous Diffusion for Language Modeling
Parikshit Bansal, Sujay Sanghavi
cs.CLcs.AIarXiv:2607.14106v12026

Artificial Intelligence

How AI Assistance Affects Human Skill Development: A Study of Learning with Logic Puzzles

What Process Evaluation of Coding Agents Actually Measures: Action, Task, and Step Are Three Different Levels

NeuroAbs: A Neuro-Symbolic RTL Abstraction Framework for Property Checking Acceleration

CoAnchor: Robust Collaborative Perception under Spatio-Temporal Misalignment via Object-Level Anchors

WA-JEPA: Rethinking the Video JEPA Paradigm for World-Action Modeling in Autonomous Driving

Advantage-level Aggregation Reinforcement Learning for X-point Target Magnetic Configuration Control in an EXL-50U Experiment-Calibrated Simulation Environment

Certified Multi-Turn Robustness for LLM Safety via Compositional Bounds and Safety Persistence

When Generated Images Look Right and Retrieve Wrong: Coverage-Guided Cross-Scale Re-Indexing for Knowledge-Faithful Generative Perception

RiskTraf: Risk-Extrapolated Residual Learning for Multi-Variate Traffic Flow Prediction

Backdoor Learning in Language Models and Vision-Language Models

From Inference to Adaptation: A Unified Optimal Transport View of Vision Language Model

Prior-Conditioned Gaussian Discriminants for Generalizable AI-generated Image Detection

Debiased Inference for AI-Generated Data without Gold-Standard Labels: Identification via Multiple Imperfect Measurements

Against Political Polarization: A Unified Framework for Tracing Evolving Political Ideologies on Social Media

Learning to Execute

HLSR: Hybrid Live Forecast Selective Dynamic Vehicle Rerouting for Real-Time Congestion Avoidance

Policy-Invariant Reward Shaping from LLM Feedback: A Framework for Hybrid RL Agents

Evaluating the Diversity of AI-Generated Content with Diversity Profiles

Benchmarking Automated Security Patch Backporting: How Far Are We?

GADR: Gathering Architecture Decision Records from Meeting Transcriptions

Quantifying Risk Under Evolving Uncertainty: Belief-Dependent Robustness for Safe Sequential Decision Making

SPACE: Sample-cloud Predictive Adaptive Conformal Ellipsoids for Multivariate Time-Series Forecasting

Learning What Not to Learn: Adversarial Disentangled Prompt Tuning for Robust Vision-Language Models

Depth Enables Local Entropy: Quadratic Depth Dependence in Deep Variation-Norm ReLU Regression

Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL

Topological Attribution Distance (TAD): Revealing Segment-Level RAG Influence on LLM Output Geometry for Incident Log Analysis

TRACE-Bench: Decomposing and Diagnosing Multi-Reference Image Generation

LAVA: Logic-Aware Validation and Augmentation Framework for Large-Scale Financial Document Auditing

FabriMAE I Trust Myself? Self-Evaluating VLA Action Generation with Markov Attention Entropy

UniTAC: Universal Task-Aware Compression via Weighted Distortion Measures

The Value of a Prompt: An LLM-Relative Kolmogorov-Complexity Approach

Coverage-Maximizing Multinomial Subset Routing under Operational Constraints

HalluTracer: Hallucination Detection via Depth-Averaging Truth Signals

What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics

Defake-o3: From Speculative Rationales to Verifiable Evidence for Explainable AIGI Detection

Information Geometry of Message Passing

Layers Matter: Why Continual Learning Regularization Should Be Layer-Adaptive

Temporal Graph Prototype-conditioned Conformal Prediction for Fraud Detection

Spectral Saliency for Machine Unlearning

FedPA-LoRA: Product-Aligned Framework for Mitigating Aggregation and Initialization Errors in Heterogeneous Federated LoRA

Logical Embeddings for Argument Analysis

VGGT-Align: Bridging Local Reconstruction and Global Consistency for Long-Sequence 3D Reconstruction

Fast Test-Time Refinement for Robust Learned Image Compression

Which Question Is Your Attention Metric Answering? Attention Rows as Compositional Data

Tail-Aware Top-$k$ On-Policy Distillation

From Style Replication to Style Exploration: Enabling Art Style Exploration with Analyze-Experiment-Resituate Framework

Orbital AI Computing: Carbon Tradeoffs Across Satellite Scale

Whose doctor does the AI recommend? An algorithm audit of reputation and demographic signals in large language model-assisted physician choice

AlignFace: Human-Aligned Face Similarity Metric with Interpretable Concept Relations

MACS: A Hybrid Multi-Agent Framework for Reliable Conversational E-Commerce Recommendation

Residual Dominance as a Structural Account of Last-Item Reliance in Causal Self-Attention Recommenders

Consistency-Driven Co-Evolution for Self-Supervised Cross-Representation Learning

Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop

UltraArUco: A Lightweight Multilingual Library And Framework With Low-Latency Real-Time Marker-Based Tracking System For Mobile AR Interaction

ChronoLens: Measuring Language Change Across Time, Languages, and Linguistic Levels

Lossless Tensor Compression as Program Synthesis

$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems

ISO: An RLVR-Native Optimization Stack

Agentic Context Management: Solving Agent Memory and Cost by Treating Them as Lifecycle and Architecture Problems

Token Time Continuous Diffusion for Language Modeling