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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4,321 to 4,380 of 15,269

Neuro-Symbolic AI in 2024: A Systematic Review
Brandon C. Colelough, William Regli
cs.AIarXiv:2501.05435v22025
Act3D: 3D Feature Field Transformers for Multi-Task Robotic Manipulation
Theophile Gervet, Zhou Xian, Nikolaos Gkanatsios +1
cs.ROcs.AIcs.LGarXiv:2306.17817v22023
Towards Agentic Cloud Engineering: Graph and Loop Engineering with a Zero-Trust Agent Harness
Sagar Srinivas Sakhinana, Venkataramana Runkana
cs.SEcs.AIcs.LGarXiv:2609.00050v12026
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
Shuang Sun, Huatong Song, Yuhao Wang +10
cs.CLcs.AIcs.IRarXiv:2505.16834v32025
Horizon Reduction Makes RL Scalable
Seohong Park, Kevin Frans, Deepinder Mann +3
cs.LGcs.AIarXiv:2506.04168v32025
Facts Without Rules: Boundary Metadata Collapse in Multi-Agent LLM Handoffs
Yian Wang, Agam Goyal, Eshwar Chandrasekharan +1
cs.AIarXiv:2608.29028v12026
Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL
Songjun Tu, Jiahao Lin, Qichao Zhang +4
cs.CLcs.AIarXiv:2505.10832v32025
Analyzing Differentiable Fuzzy Logic Operators
Emile van Krieken, Erman Acar, Frank van Harmelen
cs.AIcs.LGcs.LOarXiv:2002.06100v22020
You Impress Me: Dialogue Generation via Mutual Persona Perception
Qian Liu, Yihong Chen, Bei Chen +4
cs.CLcs.AIarXiv:2004.05388v12020
Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support
Kevin Pu, Daniel Lazaro, Ian Arawjo +4
cs.HCcs.AIcs.SEarXiv:2502.18658v42025
ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning
Ziyu Wan, Yunxiang Li, Xiaoyu Wen +8
cs.AIcs.CLcs.LGarXiv:2503.09501v32025
AgentLogs: A Dataset for Opening the Black Box of GitHub's Cloud Agent
Jonan Richards, Kosei Horikawa, Youmei Fan +2
cs.SEcs.AIarXiv:2608.29204v12026
Sycophantic Chatbots Cause Delusional Spiraling, Even in Ideal Bayesians
Kartik Chandra, Max Kleiman-Weiner, Jonathan Ragan-Kelley +1
cs.AIcs.CYcs.HCarXiv:2602.19141v12026
Building and better understanding vision-language models: insights and future directions
Hugo Laurençon, Andrés Marafioti, Victor Sanh +1
cs.CVcs.AIarXiv:2408.12637v12024
DexMachina: Functional Retargeting for Bimanual Dexterous Manipulation
Zhao Mandi, Yifan Hou, Dieter Fox +3
cs.ROcs.AIcs.LGarXiv:2505.24853v12025
AutoHarness: improving LLM agents by automatically synthesizing a code harness
Xinghua Lou, Miguel Lázaro-Gredilla, Antoine Dedieu +3
cs.CLcs.AIarXiv:2603.03329v12026
TwiBot-22: Towards Graph-Based Twitter Bot Detection
Shangbin Feng, Zhaoxuan Tan, Herun Wan +19
cs.SIcs.AIarXiv:2206.04564v62022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
Jiaqi Chen, Tong Li, Jinghui Qin +4
cs.AIcs.LGarXiv:2212.02746v12022
Ideation Arena: Evaluating LLM Generated Research Ideas with Battle-style Human Expert Assessment
Zhiyu Chen, Keyu Zhao, Jigao Fu +8
cs.AIarXiv:2608.29696v12026
KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider
Jiahao Wang, Jinbo Han, Xingda Wei +6
cs.DCcs.AIarXiv:2506.02634v52025
Training-Free Action Correction for VLA Model Failures via Language Feedback
Owen Kwon, Pablo Ortega-Kral, Arthur Bucker +1
cs.ROcs.AIarXiv:2608.29967v12026
MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance
Quanhao Li, Zhen Xing, Rui Wang +3
cs.CVcs.AIcs.LGarXiv:2503.16421v32025
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response
Hongruixuan Chen, Jian Song, Olivier Dietrich +9
cs.CVcs.AIeess.IVarXiv:2501.06019v42025
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding
Peifeng Wang, Jialong Han, Chenliang Li +1
cs.AIcs.CLarXiv:1811.01399v22018
ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks
Saurabh Jha, Rohan Arora, Yuji Watanabe +40
cs.AIcs.DCcs.MAarXiv:2502.05352v12025
In-context Autoencoder for Context Compression in a Large Language Model
Tao Ge, Jing Hu, Lei Wang +3
cs.CLcs.AIcs.LGarXiv:2307.06945v42023
Reasoning Over Semantic-Level Graph for Fact Checking
Wanjun Zhong, Jingjing Xu, Duyu Tang +5
cs.CLcs.AIarXiv:1909.03745v32019
A Survey of Personalized Large Language Models: Progress and Future Directions
Jiahong Liu, Zexuan Qiu, Zhongyang Li +7
cs.AIarXiv:2502.11528v22025
Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models
Yiran Guo, Lijie Xu, Jie Liu +2
cs.LGcs.AIcs.CLarXiv:2505.23564v22025
Educational impacts of generative artificial intelligence on learning and performance of engineering students in China
Lei Fan, Kunyang Deng, Fangxue Liu
cs.HCcs.AIarXiv:2505.09208v12025
MedSegBenchmarker: A Raw-Count-First Framework for Controlled 2D Medical Image Segmentation Benchmarks
Vanessa Borst, Lukas Horn, Daniel Grillmeyer +2
cs.CVcs.AIarXiv:2608.29677v12026
Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks
Yi-Ping Chen, Vispi Karkaria, Ying-Kuan Tsai +5
cs.LGcs.AIeess.SYarXiv:2501.07601v52025
Overcoming Catastrophic Forgetting in Graph Neural Networks
Huihui Liu, Yiding Yang, Xinchao Wang
cs.LGcs.AIarXiv:2012.06002v12020
Toward Latent Language Model Skills Steering and Optimization: An Empirical Study
Xunyi Jiang, Junda Wu, Yuxin Xiong +6
cs.AIarXiv:2608.29459v12026
Agentic Web: Weaving the Next Web with AI Agents
Yingxuan Yang, Mulei Ma, Yuxuan Huang +15
cs.AIcs.LGarXiv:2507.21206v12025
GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding
Fei Tang, Zhangxuan Gu, Zhengxi Lu +9
cs.LGcs.AIcs.CLarXiv:2507.15846v32025
Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network
Xuanqing Liu, Yao Li, Chongruo Wu +1
cs.LGcs.AIcs.CRarXiv:1810.01279v22018
Frequency Dynamic Convolution for Dense Image Prediction
Linwei Chen, Lin Gu, Liang Li +2
cs.CVcs.AIarXiv:2503.18783v22025
Forward-Deployed Full-Stack Engineering for Autonomous Cloud MLOps
Sagar Srinivas Sakhinana, Venkataramana Runkana
cs.MAcs.AIcs.LGarXiv:2608.29615v12026
MiniCPM4: Ultra-Efficient LLMs on End Devices
MiniCPM Team, Chaojun Xiao, Yuxuan Li +80
cs.CLcs.AIarXiv:2506.07900v22025
Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction
Yubo Ma, Zehao Wang, Yixin Cao +4
cs.CLcs.AIarXiv:2202.12109v22022
CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process
Jinhe Bi, Danqi Yan, Yifan Wang +8
cs.AIcs.CLarXiv:2505.13408v12025
Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap
Tong Nie, Jian Sun, Wei Ma
cs.AIarXiv:2503.21411v22025
Back to MLP: A Simple Baseline for Human Motion Prediction
Wen Guo, Yuming Du, Xi Shen +3
cs.CVcs.AIarXiv:2207.01567v32022
A Modification of the Halpern-Pearl Definition of Causality
Joseph Y. Halpern
cs.AIarXiv:1505.00162v12015
RePro: Proof-Verified Benchmark Rewriting for Reliable Evaluation of LLM Mathematical Problem Solving
Xiyuan Zhou, Zhuoqi Li, Xinlei Wang +6
cs.CLcs.AIarXiv:2609.00062v12026
Task-Specific Prompt with Global Context for Multi-Task Graph Pre-Training
Zhiyang Qiu, Yangtao Wang, Xiaocui Li +3
cs.LGcs.AIarXiv:2609.00047v12026
Enterprise-Grade Security for the Model Context Protocol (MCP): Frameworks and Mitigation Strategies
Vineeth Sai Narajala, Idan Habler
cs.CRcs.AIarXiv:2504.08623v22025
d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation
Yu-Yang Qian, Junda Su, Lanxiang Hu +4
cs.LGcs.AIarXiv:2601.07568v32026
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
Dujian Ding, Ankur Mallick, Shaokun Zhang +7
cs.LGcs.AIcs.CLarXiv:2506.22716v12025
Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding
StepFun, :, Bin Wang +197
cs.LGcs.AIarXiv:2507.19427v12025
Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents
Juhee Kim, Woohyuk Choi, Byoungyoung Lee
cs.CRcs.AIcs.MAarXiv:2503.15547v22025
Deep Learning Inversion of Electrical Resistivity Data
Bin Liu, Qian Guo, Shucai Li +6
cs.CVcs.AIphysics.geo-pharXiv:1904.05265v22019
AgentRx: Diagnosing AI Agent Failures from Execution Trajectories
Shraddha Barke, Arnav Goyal, Alind Khare +3
cs.AIarXiv:2602.02475v22026
Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models
Zhiqi Li, Guo Chen, Shilong Liu +24
cs.CVcs.AIcs.LGarXiv:2501.14818v12025
ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?
Zhun Wang, Nico Schiller, Hongwei Li +13
cs.CRcs.AIcs.LGarXiv:2605.11086v12026
CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale
Zhun Wang, Tianneng Shi, Jingxuan He +3
cs.CRcs.AIcs.LGarXiv:2506.02548v32025
DiffVLA: Vision-Language Guided Diffusion Planning for Autonomous Driving
Anqing Jiang, Yu Gao, Zhigang Sun +11
cs.AIcs.CVcs.ROarXiv:2505.19381v42025
MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents
Dongming Jiang, Yi Li, Guanpeng Li +1
cs.AIarXiv:2601.03236v22026
ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models
Chonghan Qin, Xiachong Feng, Weitao Ma +2
cs.AIarXiv:2604.08064v22026

Artificial Intelligence

Neuro-Symbolic AI in 2024: A Systematic Review

Act3D: 3D Feature Field Transformers for Multi-Task Robotic Manipulation

Towards Agentic Cloud Engineering: Graph and Loop Engineering with a Zero-Trust Agent Harness

SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis

Horizon Reduction Makes RL Scalable

Facts Without Rules: Boundary Metadata Collapse in Multi-Agent LLM Handoffs

Learning When to Think: Shaping Adaptive Reasoning in R1-Style Models via Multi-Stage RL

Analyzing Differentiable Fuzzy Logic Operators

You Impress Me: Dialogue Generation via Mutual Persona Perception

Assistance or Disruption? Exploring and Evaluating the Design and Trade-offs of Proactive AI Programming Support

ReMA: Learning to Meta-think for LLMs with Multi-Agent Reinforcement Learning

AgentLogs: A Dataset for Opening the Black Box of GitHub's Cloud Agent

Sycophantic Chatbots Cause Delusional Spiraling, Even in Ideal Bayesians

Building and better understanding vision-language models: insights and future directions

DexMachina: Functional Retargeting for Bimanual Dexterous Manipulation

AutoHarness: improving LLM agents by automatically synthesizing a code harness

TwiBot-22: Towards Graph-Based Twitter Bot Detection

UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression

Ideation Arena: Evaluating LLM Generated Research Ideas with Battle-style Human Expert Assessment

KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider

Training-Free Action Correction for VLA Model Failures via Language Feedback

MagicMotion: Controllable Video Generation with Dense-to-Sparse Trajectory Guidance

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response

Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding

ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks

In-context Autoencoder for Context Compression in a Large Language Model

Reasoning Over Semantic-Level Graph for Fact Checking

A Survey of Personalized Large Language Models: Progress and Future Directions

Segment Policy Optimization: Effective Segment-Level Credit Assignment in RL for Large Language Models

Educational impacts of generative artificial intelligence on learning and performance of engineering students in China

MedSegBenchmarker: A Raw-Count-First Framework for Controlled 2D Medical Image Segmentation Benchmarks

Real-Time Decision-Making for Digital Twin in Additive Manufacturing with Model Predictive Control using Time-Series Deep Neural Networks

Overcoming Catastrophic Forgetting in Graph Neural Networks

Toward Latent Language Model Skills Steering and Optimization: An Empirical Study

Agentic Web: Weaving the Next Web with AI Agents

GUI-G$^2$: Gaussian Reward Modeling for GUI Grounding

Adv-BNN: Improved Adversarial Defense through Robust Bayesian Neural Network

Frequency Dynamic Convolution for Dense Image Prediction

Forward-Deployed Full-Stack Engineering for Autonomous Cloud MLOps

MiniCPM4: Ultra-Efficient LLMs on End Devices

Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction

CoT-Kinetics: A Theoretical Modeling Assessing LRM Reasoning Process

Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap

Back to MLP: A Simple Baseline for Human Motion Prediction

A Modification of the Halpern-Pearl Definition of Causality

RePro: Proof-Verified Benchmark Rewriting for Reliable Evaluation of LLM Mathematical Problem Solving

Task-Specific Prompt with Global Context for Multi-Task Graph Pre-Training

Enterprise-Grade Security for the Model Context Protocol (MCP): Frameworks and Mitigation Strategies

d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation

BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute

Step-3 is Large yet Affordable: Model-system Co-design for Cost-effective Decoding

Prompt Flow Integrity to Prevent Privilege Escalation in LLM Agents

Deep Learning Inversion of Electrical Resistivity Data

AgentRx: Diagnosing AI Agent Failures from Execution Trajectories

Eagle 2: Building Post-Training Data Strategies from Scratch for Frontier Vision-Language Models

ExploitGym: Can AI Agents Turn Security Vulnerabilities into Real Attacks?

CyberGym: Evaluating AI Agents' Real-World Cybersecurity Capabilities at Scale

DiffVLA: Vision-Language Guided Diffusion Planning for Autonomous Driving

MAGMA: A Multi-Graph based Agentic Memory Architecture for AI Agents

ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models