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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10,621 to 10,680 of 15,485

Reading Is Not Using: Retrieval, Judgment, and the Design of AI Financial Research Workflows
Miao Liu, Zhizhe Liu
cs.CLcs.AIarXiv:2608.24842v12026
Knowing When to Ask for Help: Bayesian Self-Escalation in Hierarchical LLM Agents
Nadeem Shaikh
cs.LGcs.AIstat.MLarXiv:2608.24087v12026
Constrained Entity Selection under Partial Knowledge for LLM-Based Knowledge Graph QA
Emanuel Kitzelmann
cs.AIarXiv:2608.24824v12026
Confident at the moment of action: belief miscalibration in LLM play under hidden information
Bhushan Kashinath Joshi
cs.AIcs.CLcs.LGarXiv:2608.24691v12026
Do Recipes Have Personas? Characterizing and Generating Creator Style in Attributed Procedural Graphs
Lei Jiang
cs.AIarXiv:2608.24369v12026
Benchmarking LLM Judges for Voice-Agent Evaluation: Reliability, Calibration, and Human Oversight
Anupam Purwar, Shashank Singh, Kritika Srivastava
cs.AIcs.ETarXiv:2608.24314v12026
VideoHarness-RSI: Recursive Harness Self-Improvement for Long-Video Understanding with Frozen Vision-Language Models
Guoyang Xu, Hao Chen
cs.AIarXiv:2608.24302v12026
Giraffe: A Mapping Architecture from Hidden Text Representations to Visual Embeddings for Efficient Graphic Design
Nejla Ghaboosi
cs.AIcs.LGarXiv:2608.23970v12026
MMJailBench: A Factorized Benchmark for Disentangling Multimodal Jailbreak Vulnerabilities
Tianshi Wang, Jingsong Wang, Yafei Huang +3
cs.CRcs.AIcs.MMarXiv:2608.25490v12026
RotDroid: Cross-Orientation State Equivalence Testing for Detecting GUI Rotation Bugs in Android Apps
Mengdi Qin, Bo Jiang
cs.SEcs.AIarXiv:2608.25425v12026
A Tendon-Driven Five-Fingered Hand with Distributed Tactile Perception for Dexterous Manipulation
Huayang Chen, Longhui Qin
cs.ROcs.AIarXiv:2608.25547v12026
PIVOT: A Multi-Trajectory Dataset and Testbed for Pose, Intrinsics, and Novel Viewpoint Evaluation in Real-World 3D Reconstruction
Mary Raymond
cs.CVcs.AIarXiv:2608.25401v12026
Neither Precision Nor Architecture Alone: Controlled Tests of Failure Remedies for Physics-Informed Neural Networks
Jinyuan Zhang, Peng He, He Hu +2
cs.LGcs.AIarXiv:2608.25327v12026
PonsRAG: A Pons-Inspired RAG Bridging Cognitive Islands for Coordinated Long Narrative Reasoning
Rongchen Zhao, Yu Chen, Juyuan Wang +4
cs.AIcs.CLarXiv:2608.25486v12026
Escaping Low-Dimensional Overlap: Multi-Task Model Merging via High-Dimensional Sparse Disentanglement
Yihang Zhang, Shengke Sun, Junjie Wen +1
cs.LGcs.AIcs.CLarXiv:2608.25354v12026
When Less Is More: An Empirical Study of Minimal Responses in Counseling Dialogues and the Behavior of LLMs
Zhiyang Qi
cs.CLcs.AIarXiv:2608.24080v12026
Repair or Resample? Rethinking Failure Debugging in LLM Multi-Agent Systems
Zhongwen Luan, Xiaoyu Zhang, Ming Hu +3
cs.AIcs.SEarXiv:2608.25920v12026
Summaries:简体中文
A Statistical Audit of Physical AI Benchmark Redundancy
Zaruhi Navasardyan, Hrant Davtyan
cs.ROcs.AIarXiv:2608.25940v12026
A Visual Dependence-Aware Framework for Multimodal Unsupervised Continual Post-Training
Kaichen Li, Zhilin Zhu, Jianhao Huang +7
cs.CVcs.AIarXiv:2608.26095v12026
TAU-Agent: An Agentic Retrieval-Augmented Framework for Traffic Anomaly Understanding
Yuqiang Lin, Yan Shi, Sam Lockyer +5
cs.CVcs.AIarXiv:2608.25935v12026
From General Agents to RCA Experts: A Self-Evolving Harness for Root Cause Analysis
Haiyu Huang, Jiewei Lyu, Zhihan Jiang +5
cs.SEcs.AIarXiv:2608.25661v12026
Summaries:简体中文
Choose Your Game Wisely: Measuring Game-Theoretic Structures in Real-World Vehicle Interactions
Yueyuan Li, Rongcheng Nie, Weijie Xi +4
cs.AIcs.ROarXiv:2608.25917v12026
Gating Before Commitment: Anticipating Intent Divergence to Prevent Post-Interaction Decision Failures in Autonomous Driving
Cong Xu, Ravi Sankar
cs.ROcs.AIarXiv:2608.26074v12026
SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks
Alexander Robey, Eric Wong, Hamed Hassani +1
cs.LGcs.AIstat.MLarXiv:2310.03684v42023
FRAME: separating sampling variation from representational cause in medical imaging fairness
Mahshad Lotfinia, Daniel Truhn, Andreas Maier +1
cs.CVcs.AIcs.LGarXiv:2608.25981v12026
Finding and using interpretable latents in a neutrino foundation model with sparse autoencoders
Raphaël Bonnet-Guerrini, Johann Ioannou-Nikolaides, Inar Timiryasov +1
astro-ph.HEcs.AIcs.LGarXiv:2608.26090v12026
Imitation Learning for Connection-Tableau Construction
Fredrik Rømming, Mantas Bakšys, Martin S. Fixman +1
cs.AIcs.LGcs.LOarXiv:2608.26009v12026
SciMIF: Understanding Multimodal Instruction Following in Scientific Domains
Ye Shen, Yuting Zheng, Dun Pei +4
cs.AIcs.LGarXiv:2608.25973v12026
How Robust Are Automated Fact-Checking Systems? A Cross-Benchmark Evaluation
Aida Usmanova, Zangir Iklassov, Markus Leippold +1
cs.AIcs.LGarXiv:2608.25934v12026
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
Fuxiao Liu, Kevin Lin, Linjie Li +3
cs.CVcs.AIcs.CEarXiv:2306.14565v42023
Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation
Yang Chen, Xiaoyan Sun, Yaochu Jin
cs.LGcs.AIcs.DCarXiv:1903.07424v12019
AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
Haohe Liu, Yi Yuan, Xubo Liu +7
cs.SDcs.AIcs.MMarXiv:2308.05734v32023
MyoMechanix: Biomechanically-Grounded Compositional Skilled Activity Understanding and Coaching
Hao Yin, Paritosh Parmar, Lijun Gu +6
cs.CVcs.AIcs.ETarXiv:2608.26094v12026
FuXi: A cascade machine learning forecasting system for 15-day global weather forecast
Lei Chen, Xiaohui Zhong, Feng Zhang +4
physics.ao-phcs.AIcs.LGarXiv:2306.12873v32023
Difficulty-Aware Sample Allocation for Adaptive Data Augmentation in Semantic Segmentation
Olasimbo Ayodeji Arigbabu, Abimbola Ismail Arigbabu
cs.CVcs.AIarXiv:2608.25710v12026
dm_control: Software and Tasks for Continuous Control
Yuval Tassa, Saran Tunyasuvunakool, Alistair Muldal +8
cs.ROcs.AIcs.LGarXiv:2006.12983v22020
Formal Security Analysis of Neural Networks using Symbolic Intervals
Shiqi Wang, Kexin Pei, Justin Whitehouse +2
cs.AIcs.LOarXiv:1804.10829v32018
Inductive Relation Prediction by Subgraph Reasoning
Komal K. Teru, Etienne Denis, William L. Hamilton
cs.LGcs.AIstat.MLarXiv:1911.06962v22019
MeMark: Membrane-Space Watermarking for Spiking Neural Networks
Roberto Riaño, Gorka Abad, Stjepan Picek +1
cs.CRcs.AIcs.LGarXiv:2608.25738v12026
Pointing the Way, Hiding the Destination: Practical Private Dense Retrieval at Scale
Peichun Hua, Danyang Chen, Junan Zhang +5
cs.CRcs.AIcs.IRarXiv:2608.25735v12026
Unsupervised Anatomical Feature Learning via Diffusion Models: Enhanced Medical Image Segmentation with Denoising Diffusion Probabilistic Models
Akshat G, Divyansh Gupta, Shaleen Bhatnagar +2
cs.CVcs.AIcs.LGarXiv:2608.25693v12026
DualOPSD: Adaptive Privileged Teachers for On-Policy Self-Distillation
Yutong Chen, Guangfu Guo, Zhichao Xu +1
cs.LGcs.AIarXiv:2608.26019v12026
Deep Learning with Low Precision by Half-wave Gaussian Quantization
Zhaowei Cai, Xiaodong He, Jian Sun +1
cs.CVcs.AIcs.LGarXiv:1702.00953v12017
Towards A Unified Information Bottleneck Framework for Time Series Explanations
Xu Zheng, Zichuan Liu, Zhuomin Chen +7
cs.LGcs.AIarXiv:2608.25897v12026
TailSFT: Filtered Fine-Tuning Improves Post-Training Performance
Sadhika Malladi, Samy Jelassi, Dylan Foster +2
cs.LGcs.AIarXiv:2608.25756v12026
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization
Pankaj Mishra, Riccardo Verk, Daniele Fornasier +2
cs.CVcs.AIcs.LGarXiv:2104.10036v12021
Narcissus: Program Synthesis Using Context-Aware LLM Approximations
Tilman Hinnerichs, Sebastijan Dumancic, Neil Yorke-Smith
cs.AIcs.LGcs.PLarXiv:2608.25657v12026
TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development
Jiarui Yan, Weiwei Sun, Sijie Li +2
cs.LGcs.AIarXiv:2608.26086v12026
Measuring Faithfulness in Chain-of-Thought Reasoning
Tamera Lanham, Anna Chen, Ansh Radhakrishnan +27
cs.AIcs.CLcs.LGarXiv:2307.13702v12023
Massively Parallel Methods for Deep Reinforcement Learning
Arun Nair, Praveen Srinivasan, Sam Blackwell +11
cs.LGcs.AIcs.DCarXiv:1507.04296v22015
Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning
Pinxin Long, Tingxiang Fan, Xinyi Liao +3
cs.ROcs.AIcs.LGarXiv:1709.10082v32017
$R^3$: Training Robots to Reason in Natural Language via Reinforcement Learning
Lehong Wu, Yuxiao Qu, Zheyuan Hu +4
cs.ROcs.AIcs.CLarXiv:2608.26053v12026
Git Re-Basin: Merging Models modulo Permutation Symmetries
Samuel K. Ainsworth, Jonathan Hayase, Siddhartha Srinivasa
cs.LGcs.AIarXiv:2209.04836v62022
Trace Integrity for LLM Data Agents: A Vision for Auditable Structured Reasoning in Real-World Systems
Srimonti Dutta, Akshata Kishore Moharir
cs.AIcs.CLarXiv:2608.26036v12026
It's a matter of timescale: non-linear utility in successor features and multi-objective planning and learning
Liam P. H. Mertens, Lucas N. Alegre, Florent Delgrange +3
cs.LGcs.AIarXiv:2608.25723v12026
Sionna: An Open-Source Library for Next-Generation Physical Layer Research
Jakob Hoydis, Sebastian Cammerer, Fayçal Ait Aoudia +4
cs.ITcs.AIcs.LGarXiv:2203.11854v22022
SwarmWorld: Stigmergic technological evolution in societies of language-model agents
Subhadeep Pal, Fiona Y. Wang, Markus J. Buehler
cs.AIcond-mat.mtrl-scics.CLarXiv:2608.26081v12026
Learning Features by Watching Objects Move
Deepak Pathak, Ross Girshick, Piotr Dollár +2
cs.CVcs.AIcs.LGarXiv:1612.06370v22016
How Much Rank Does LoRA Need? Rank-Error Bounds for Transformer Attention
Gerard Conangla Planes
cs.LGcs.AIcs.CLarXiv:2608.26052v12026
On the Tractability of SHAP Explanations
Guy Van den Broeck, Anton Lykov, Maximilian Schleich +1
cs.AIcs.CCcs.LGarXiv:2009.08634v22020

Artificial Intelligence

Reading Is Not Using: Retrieval, Judgment, and the Design of AI Financial Research Workflows

Knowing When to Ask for Help: Bayesian Self-Escalation in Hierarchical LLM Agents

Constrained Entity Selection under Partial Knowledge for LLM-Based Knowledge Graph QA

Confident at the moment of action: belief miscalibration in LLM play under hidden information

Do Recipes Have Personas? Characterizing and Generating Creator Style in Attributed Procedural Graphs

Benchmarking LLM Judges for Voice-Agent Evaluation: Reliability, Calibration, and Human Oversight

VideoHarness-RSI: Recursive Harness Self-Improvement for Long-Video Understanding with Frozen Vision-Language Models

Giraffe: A Mapping Architecture from Hidden Text Representations to Visual Embeddings for Efficient Graphic Design

MMJailBench: A Factorized Benchmark for Disentangling Multimodal Jailbreak Vulnerabilities

RotDroid: Cross-Orientation State Equivalence Testing for Detecting GUI Rotation Bugs in Android Apps

A Tendon-Driven Five-Fingered Hand with Distributed Tactile Perception for Dexterous Manipulation

PIVOT: A Multi-Trajectory Dataset and Testbed for Pose, Intrinsics, and Novel Viewpoint Evaluation in Real-World 3D Reconstruction

Neither Precision Nor Architecture Alone: Controlled Tests of Failure Remedies for Physics-Informed Neural Networks

PonsRAG: A Pons-Inspired RAG Bridging Cognitive Islands for Coordinated Long Narrative Reasoning

Escaping Low-Dimensional Overlap: Multi-Task Model Merging via High-Dimensional Sparse Disentanglement

When Less Is More: An Empirical Study of Minimal Responses in Counseling Dialogues and the Behavior of LLMs

Repair or Resample? Rethinking Failure Debugging in LLM Multi-Agent Systems

A Statistical Audit of Physical AI Benchmark Redundancy

A Visual Dependence-Aware Framework for Multimodal Unsupervised Continual Post-Training

TAU-Agent: An Agentic Retrieval-Augmented Framework for Traffic Anomaly Understanding

From General Agents to RCA Experts: A Self-Evolving Harness for Root Cause Analysis

Choose Your Game Wisely: Measuring Game-Theoretic Structures in Real-World Vehicle Interactions

Gating Before Commitment: Anticipating Intent Divergence to Prevent Post-Interaction Decision Failures in Autonomous Driving

SmoothLLM: Defending Large Language Models Against Jailbreaking Attacks

FRAME: separating sampling variation from representational cause in medical imaging fairness

Finding and using interpretable latents in a neutrino foundation model with sparse autoencoders

Imitation Learning for Connection-Tableau Construction

SciMIF: Understanding Multimodal Instruction Following in Scientific Domains

How Robust Are Automated Fact-Checking Systems? A Cross-Benchmark Evaluation

Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning

Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining

MyoMechanix: Biomechanically-Grounded Compositional Skilled Activity Understanding and Coaching

FuXi: A cascade machine learning forecasting system for 15-day global weather forecast

Difficulty-Aware Sample Allocation for Adaptive Data Augmentation in Semantic Segmentation

dm_control: Software and Tasks for Continuous Control

Formal Security Analysis of Neural Networks using Symbolic Intervals

Inductive Relation Prediction by Subgraph Reasoning

MeMark: Membrane-Space Watermarking for Spiking Neural Networks

Pointing the Way, Hiding the Destination: Practical Private Dense Retrieval at Scale

Unsupervised Anatomical Feature Learning via Diffusion Models: Enhanced Medical Image Segmentation with Denoising Diffusion Probabilistic Models

DualOPSD: Adaptive Privileged Teachers for On-Policy Self-Distillation

Deep Learning with Low Precision by Half-wave Gaussian Quantization

Towards A Unified Information Bottleneck Framework for Time Series Explanations

TailSFT: Filtered Fine-Tuning Improves Post-Training Performance

VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization

Narcissus: Program Synthesis Using Context-Aware LLM Approximations

TraceML: An Empirical Analysis of Human-Agent Planning in Machine Learning Development

Measuring Faithfulness in Chain-of-Thought Reasoning

Massively Parallel Methods for Deep Reinforcement Learning

Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning

$R^3$: Training Robots to Reason in Natural Language via Reinforcement Learning

Git Re-Basin: Merging Models modulo Permutation Symmetries

Trace Integrity for LLM Data Agents: A Vision for Auditable Structured Reasoning in Real-World Systems

It's a matter of timescale: non-linear utility in successor features and multi-objective planning and learning

Sionna: An Open-Source Library for Next-Generation Physical Layer Research

SwarmWorld: Stigmergic technological evolution in societies of language-model agents

Learning Features by Watching Objects Move

How Much Rank Does LoRA Need? Rank-Error Bounds for Transformer Attention

On the Tractability of SHAP Explanations