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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21,061 to 21,120 of 27,557

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks
Jeonghye Kim, Minseon Kim, Young Jin Kim +5
cs.SEcs.AIarXiv:2609.18805v12026
Table-to-text Generation by Structure-aware Seq2seq Learning
Tianyu Liu, Kexiang Wang, Lei Sha +2
cs.CLcs.AIarXiv:1711.09724v12017
Stochastic Parameter Decomposition
Lucius Bushnaq, Dan Braun, Lee Sharkey
cs.LGcs.AIarXiv:2506.20790v22025
Kimi K2.5: Visual Agentic Intelligence
Kimi Team, Tongtong Bai, Yifan Bai +334
cs.CLcs.AIcs.LGarXiv:2602.02276v22026
Summaries:한국어
Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets
Jingtao Tang, Hang Ma
cs.AIcs.ROarXiv:2608.21319v12026
Challenges of Real-World Reinforcement Learning
Gabriel Dulac-Arnold, Daniel Mankowitz, Todd Hester
cs.LGcs.AIcs.ROarXiv:1904.12901v12019
On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation
Chan-Jan Hsu, Liang-Hsuan Tseng, Yi-Cheng Lin +5
cs.CLcs.AIarXiv:2601.06329v22026
Who Is Behind the Harness? Fingerprinting LLMs through Agentic Behavior
Chuyi Wang, Xiaohui Xie, Tongze Wang +2
cs.CRcs.AIcs.SEarXiv:2609.28559v12026
Decentralized Optimal Equilibrium Learning Over Dynamic Networks
Seref Taha Kiremitci, Muhammed O. Sayin
cs.GTcs.AIcs.LGarXiv:2609.17601v12026
MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
Wenbo Hu, Jia-Chen Gu, Zi-Yi Dou +4
cs.CVcs.AIcs.CLarXiv:2410.08182v22024
Persona Features Control Emergent Misalignment
Miles Wang, Tom Dupré la Tour, Olivia Watkins +8
cs.LGcs.AIarXiv:2506.19823v22025
Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance
Yiqi Lin, Guoqiang Liang, Ziyun Zeng +3
cs.CVcs.AIarXiv:2603.02175v42026
GrepSeek: Training Search Agents for Direct Corpus Interaction
Alireza Salemi, Chang Zeng, Atharva Nijasure +4
cs.CLcs.AIcs.IRarXiv:2605.29307v12026
VAIN: Attentional Multi-agent Predictive Modeling
Yedid Hoshen
cs.LGcs.AIarXiv:1706.06122v22017
Managing Action Preconditions in Neuro-Symbolic RL: Three Placement Strategies for Embodied Agents
Norbert Oswald, Fabian Deuser, Thomas Bräunl
cs.LGcs.AIarXiv:2609.16056v12026
State of Thought Enables Endogenous Reasoning
Zhiren Gong, Yikun Hou, Zihao Zeng +3
cs.CLcs.AIarXiv:2609.16055v22026
Among Us: A Sandbox for Measuring and Detecting Agentic Deception
Satvik Golechha, Adrià Garriga-Alonso
cs.AIcs.LGarXiv:2504.04072v32025
Pistis Technical Report
Heyun Chen, Xiaohan Lan, Jiaxi Li +17
cs.AIcs.CVarXiv:2609.28554v12026
Data-Efficient Autoregressive Document Retrieval for Fact Verification
James Thorne
cs.CLcs.AIcs.IRarXiv:2211.09388v12022
ToMBench: Benchmarking Theory of Mind in Large Language Models
Zhuang Chen, Jincenzi Wu, Jinfeng Zhou +8
cs.CLcs.AIarXiv:2402.15052v22024
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
Keivan Alizadeh, Iman Mirzadeh, Dmitry Belenko +5
cs.CLcs.AIcs.LGarXiv:2312.11514v32023
HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences
Yusuke Sakai, Hidetaka Kamigaito, Taro Watanabe
cs.CLcs.AIcs.DLarXiv:2601.18724v12026
RAST: Reasoning Activation in LLMs via Small-model Transfer
Siru Ouyang, Xinyu Zhu, Zilin Xiao +3
cs.LGcs.AIarXiv:2506.15710v12025
Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models
Samira Abnar, Harshay Shah, Dan Busbridge +3
cs.LGcs.AIarXiv:2501.12370v32025
Linear Fitness Subspace in Protein Language Models Enables Sample-Efficient Directed Evolution
SiYuan Ma, Canran Xiao, Zikai Xiao +5
q-bio.QMcs.AIcs.LGarXiv:2610.07607v12026
Hints, Critics, and Teachers: Prior Injection for Sparse-Reward RL in Vision-Language Math Reasoning
Qiqian Fu
cs.AIcs.LGarXiv:2608.21811v12026
Detecting AI Trojans Using Meta Neural Analysis
Xiaojun Xu, Qi Wang, Huichen Li +3
cs.AIcs.CRcs.LGarXiv:1910.03137v42019
Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents
Hanrong Zhang, Jingyuan Huang, Kai Mei +5
cs.CRcs.AIarXiv:2410.02644v42024
HyperTree Proof Search for Neural Theorem Proving
Guillaume Lample, Marie-Anne Lachaux, Thibaut Lavril +5
cs.CLcs.AIarXiv:2205.11491v12022
Modeling Latent Disturbances for Robust Decision-Making in World Models
Junwon Seo, Andrea Bajcsy
cs.ROcs.AIcs.LGarXiv:2610.07599v12026
What Users Leave Unsaid: Under-Specified Queries Limit Vision-Language Models
Dasol Choi, Guijin Son, Hanwool Lee +7
cs.CVcs.AIarXiv:2601.06165v22026
Neuro-Symbolic Hierarchical Intention Anticipation in Human Behavior
Farnaz Soleimani, Abdelghani Chibani, Yacine Amirat +1
cs.AIcs.CVcs.HCarXiv:2609.17064v12026
A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications
Renjun Xu, Jingwen Peng
cs.AIcs.MAarXiv:2506.12594v12025
SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers
Arion Das, Partha Pratim Saha, Amit Dhanda +3
cs.LGcs.AIcs.CLarXiv:2601.06238v12026
Mechanistic Interpretability of Atmospheric Rivers in GraphCast
Madelyn Mathai, Timothy B. Higgins, Kevin M. Grise +2
cs.LGcs.AIarXiv:2610.07583v12026
Automated Mechanism Design via Neural Networks
Weiran Shen, Pingzhong Tang, Song Zuo
cs.AIcs.GTarXiv:1805.03382v22018
Complementary Feature Domains: Information Preservation Does Not Imply Predictive-Contribution Preservation
Timothy Oladunni, Farouk Ganiyu-Adewumi
cs.LGcs.AIarXiv:2610.07565v12026
Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG
Yubo Li, Rema Padman, Ramayya Krishnan
cs.CLcs.AIcs.IRarXiv:2605.29084v12026
Which and When to Admit: Gradient Admission for Data-Centric Small Language Model Finetuning
Hongyu Cao, Yanchi Liu, Kunpeng Liu +5
cs.LGcs.AIarXiv:2610.07553v12026
DMAD: Distribution Matching as Adversarial Distillation for Fast Visual Generation
Zhengming Yu, Junkun Yuan, Haotian Yang +8
cs.CVcs.AIarXiv:2610.02188v12026
A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling
Haihong E, Peiqing Niu, Zhongfu Chen +1
cs.CLcs.AIeess.ASarXiv:1907.00390v12019
Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles
Qingyan Wei, Yaojie Zhang, Zhiyuan Liu +5
cs.CLcs.AIcs.LGarXiv:2506.10848v32025
CriticBench: Benchmarking LLMs for Critique-Correct Reasoning
Zicheng Lin, Zhibin Gou, Tian Liang +3
cs.CLcs.AIcs.LGarXiv:2402.14809v42024
LLMs as Oracles: Reliance on LLMs for Subjective Personal Questions
Myra Cheng, Lujain Ibrahim, Grace Liu +5
cs.CYcs.AIcs.CLarXiv:2609.14849v12026
Language agents achieve superhuman synthesis of scientific knowledge
Michael D. Skarlinski, Sam Cox, Jon M. Laurent +6
cs.CLcs.AIcs.IRarXiv:2409.13740v22024
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?
Simon S. Du, Sham M. Kakade, Ruosong Wang +1
cs.LGcs.AImath.OCarXiv:1910.03016v42019
Compound Deception in Elite Peer Review: A Failure Mode Taxonomy of 100 Fabricated Citations at NeurIPS 2025
Samar Ansari
cs.DLcs.AIarXiv:2602.05930v12026
A Comprehensive Survey on Community Detection with Deep Learning
Xing Su, Shan Xue, Fanzhen Liu +9
cs.SIcs.AIcs.LGarXiv:2105.12584v22021
Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study
Farahnaz Akrami, Mohammed Samiul Saeef, Qingheng Zhang +2
cs.AIcs.CLarXiv:2003.08001v12020
Frustratingly Short Attention Spans in Neural Language Modeling
Michał Daniluk, Tim Rocktäschel, Johannes Welbl +1
cs.CLcs.AIcs.LGarXiv:1702.04521v12017
Retrieval-Augmented Test Generation: How Far Are We?
Jiho Shin, Nima Shiri Harzevili, Reem Aleithan +2
cs.SEcs.AIarXiv:2409.12682v22024
Reward Gaming in Conditional Text Generation
Richard Yuanzhe Pang, Vishakh Padmakumar, Thibault Sellam +2
cs.CLcs.AIcs.LGarXiv:2211.08714v32022
Enabling Dynamic Computation in Looped LMs
Aayush Mishra, Arnau Padrés Masdemont, Victor Conchello Vendrell +3
cs.AIarXiv:2610.09013v12026
Intrinsic Test of Unlearning Using Parametric Knowledge Traces
Yihuai Hong, Lei Yu, Haiqin Yang +2
cs.CLcs.AIarXiv:2406.11614v32024
When and Why LLM Causal Priors Help: Closed-Loop Prior Selection for Amortized Causal Inference
Haohao Zhou
cs.AIarXiv:2609.06941v12026
TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving
Vincenzo Colle, Mohamed Sana, Nicola Piovesan +3
cs.AIcs.CLarXiv:2506.10674v12025
Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation
Gregory Kahn, Adam Villaflor, Bosen Ding +2
cs.LGcs.AIcs.ROarXiv:1709.10489v32017
Crypto Accounting Bench: Evaluating Frontier and Open-Weight Models on Crypto-Asset Accounting Tasks
Kareem Khattab, Omar Khattab, Mohamed Ibrahem
cs.AIcs.CLarXiv:2609.14811v12026
3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation
Qiao Zheng, Hervé Delingette, Nicolas Duchateau +1
cs.CVcs.AIcs.LGarXiv:1804.09400v12018
AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances
Dhruv Agarwal, Mor Naaman, Aditya Vashistha
cs.HCcs.AIarXiv:2409.11360v32024

Artificial Intelligence

ProgramDistill: From Interactive Web Apps to Verifiable Reference-Guided SWE Tasks

Table-to-text Generation by Structure-aware Seq2seq Learning

Stochastic Parameter Decomposition

Kimi K2.5: Visual Agentic Intelligence

Unified Branch-and-Bound Search for the Steiner Traveling Salesman Problem on Graphs of Convex Sets

Challenges of Real-World Reinforcement Learning

On the Fallacy of Global Token Perplexity in Spoken Language Model Evaluation

Who Is Behind the Harness? Fingerprinting LLMs through Agentic Behavior

Decentralized Optimal Equilibrium Learning Over Dynamic Networks

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models

Persona Features Control Emergent Misalignment

Kiwi-Edit: Versatile Video Editing via Instruction and Reference Guidance

GrepSeek: Training Search Agents for Direct Corpus Interaction

VAIN: Attentional Multi-agent Predictive Modeling

Managing Action Preconditions in Neuro-Symbolic RL: Three Placement Strategies for Embodied Agents

State of Thought Enables Endogenous Reasoning

Among Us: A Sandbox for Measuring and Detecting Agentic Deception

Pistis Technical Report

Data-Efficient Autoregressive Document Retrieval for Fact Verification

ToMBench: Benchmarking Theory of Mind in Large Language Models

LLM in a flash: Efficient Large Language Model Inference with Limited Memory

HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences

RAST: Reasoning Activation in LLMs via Small-model Transfer

Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

Linear Fitness Subspace in Protein Language Models Enables Sample-Efficient Directed Evolution

Hints, Critics, and Teachers: Prior Injection for Sparse-Reward RL in Vision-Language Math Reasoning

Detecting AI Trojans Using Meta Neural Analysis

Agent Security Bench (ASB): Formalizing and Benchmarking Attacks and Defenses in LLM-based Agents

HyperTree Proof Search for Neural Theorem Proving

Modeling Latent Disturbances for Robust Decision-Making in World Models

What Users Leave Unsaid: Under-Specified Queries Limit Vision-Language Models

Neuro-Symbolic Hierarchical Intention Anticipation in Human Behavior

A Comprehensive Survey of Deep Research: Systems, Methodologies, and Applications

SPINAL -- Scaling-law and Preference Integration in Neural Alignment Layers

Mechanistic Interpretability of Atmospheric Rivers in GraphCast

Automated Mechanism Design via Neural Networks

Complementary Feature Domains: Information Preservation Does Not Imply Predictive-Contribution Preservation

Same Question, Different Source, Different Answer: Auditing Source-Dependence in Medical Multi-Source RAG

Which and When to Admit: Gradient Admission for Data-Centric Small Language Model Finetuning

DMAD: Distribution Matching as Adversarial Distillation for Fast Visual Generation

A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling

Accelerating Diffusion Large Language Models with SlowFast Sampling: The Three Golden Principles

CriticBench: Benchmarking LLMs for Critique-Correct Reasoning

LLMs as Oracles: Reliance on LLMs for Subjective Personal Questions

Language agents achieve superhuman synthesis of scientific knowledge

Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?

Compound Deception in Elite Peer Review: A Failure Mode Taxonomy of 100 Fabricated Citations at NeurIPS 2025

A Comprehensive Survey on Community Detection with Deep Learning

Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study

Frustratingly Short Attention Spans in Neural Language Modeling

Retrieval-Augmented Test Generation: How Far Are We?

Reward Gaming in Conditional Text Generation

Enabling Dynamic Computation in Looped LMs

Intrinsic Test of Unlearning Using Parametric Knowledge Traces

When and Why LLM Causal Priors Help: Closed-Loop Prior Selection for Amortized Causal Inference

TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving

Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation

Crypto Accounting Bench: Evaluating Frontier and Open-Weight Models on Crypto-Asset Accounting Tasks

3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation

AI Suggestions Homogenize Writing Toward Western Styles and Diminish Cultural Nuances