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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4,681 to 4,740 of 15,235

To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices
Liang Li, Dian Shi, Ronghui Hou +3
cs.LGcs.AIarXiv:2012.11804v12020
Imitation Learning from Imperfect Demonstration
Yueh-Hua Wu, Nontawat Charoenphakdee, Han Bao +2
cs.LGcs.AIstat.MLarXiv:1901.09387v32019
STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving
Kefan Dong, Tengyu Ma
cs.LGcs.AIcs.LOarXiv:2502.00212v42025
QTEA: Ternary LLMs with Sparse Residual Salient Weight and By-Column Optimization
Yipin Guo, Arun M George, Jie Fu +3
cs.LGcs.AIarXiv:2609.00224v22026
Do General NLP Embeddings Capture Ontological Reasoning?
Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer
cs.CLcs.AIarXiv:2609.00177v12026
Multimodal Adaptive Expert Selection with Text Routing and Ordinal Prototype Optimization for Sentiment Analysis
Xiaode Chen, Jiakang Yu, Hongtao Deng +3
cs.AIarXiv:2608.30726v12026
Ditto: Building Digital Twins of Articulated Objects from Interaction
Zhenyu Jiang, Cheng-Chun Hsu, Yuke Zhu
cs.CVcs.AIcs.ROarXiv:2202.08227v32022
Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?
Yoshua Bengio, Michael Cohen, Damiano Fornasiere +10
cs.AIcs.LGarXiv:2502.15657v22025
Neural Pruning via Growing Regularization
Huan Wang, Can Qin, Yulun Zhang +1
cs.CVcs.AIcs.LGarXiv:2012.09243v22020
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
Shubham Parashar, Shurui Gui, Xiner Li +8
cs.LGcs.AIcs.CLarXiv:2506.06632v32025
LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence
Xingxuan Zhang, Gang Ren, Han Yu +35
cs.LGcs.AIcs.CLarXiv:2509.03505v22025
Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology
Haochen Wang, Xiangtai Li, Zilong Huang +9
cs.CVcs.AIcs.CLarXiv:2507.07999v22025
WiSDoM: Wireless Sparse Decision Transformer with Mixture-of-Experts for Multi-Task Mobile Network Optimization
Fatih Temiz, Shavbo Salehi, Melike Erol-Kantarci
cs.NIcs.AIcs.LGarXiv:2609.00284v12026
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
Qiuchen Wang, Ruixue Ding, Yu Zeng +6
cs.CLcs.AIcs.CVarXiv:2505.22019v22025
DeepAgent: A General Reasoning Agent with Scalable Toolsets
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin +8
cs.AIcs.CLcs.IRarXiv:2510.21618v32025
Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding
Zhigeng Liu, Zhiyuan Ning, Ruixiao Li +5
cs.LGcs.AIarXiv:2609.00097v12026
From Detection to Refusal: Safer LLMs via Circuit-Guided Weight Scaling
Kuan-Lin Chu, Chung-En Sun, Tsui-Wei Weng
cs.CLcs.AIcs.CYarXiv:2609.00051v12026
CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No
Hualiang Wang, Yi Li, Huifeng Yao +1
cs.CVcs.AIarXiv:2308.12213v22023
Fanar: An Arabic-Centric Multimodal Generative AI Platform
Fanar Team, Ummar Abbas, Mohammad Shahmeer Ahmad +39
cs.CLcs.AIarXiv:2501.13944v12025
EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement
Xin Liu, Brian L. Hill, Ziheng Jiang +2
cs.CVcs.AIcs.HCarXiv:2110.04447v32021
EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning
Chuanrui Hu, Xingze Gao, Zuyi Zhou +8
cs.AIcs.CLarXiv:2601.02163v22026
The Amazon Nova Family of Models: Technical Report and Model Card
Amazon AGI, Aaron Langford, Aayush Shah +783
cs.AIcs.CYcs.LGarXiv:2506.12103v12025
How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior
Zidi Xiong, Yuping Lin, Wenya Xie +5
cs.AIarXiv:2505.16067v22025
BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
Wei Huang, Yangdong Liu, Haotong Qin +5
cs.LGcs.AIcs.CLarXiv:2402.04291v22024
Bi-directional Adapter for Multi-modal Tracking
Bing Cao, Junliang Guo, Pengfei Zhu +1
cs.CVcs.AIarXiv:2312.10611v12023
AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
Zhiheng Xi, Jixuan Huang, Chenyang Liao +20
cs.LGcs.AIcs.CLarXiv:2509.08755v12025
KGGen: Extracting Knowledge Graphs from Plain Text with Language Models
Belinda Mo, Kyssen Yu, Joshua Kazdan +6
cs.CLcs.AIcs.IRarXiv:2502.09956v22025
Q-learning with Adjoint Matching
Qiyang Li, Sergey Levine
cs.LGcs.AIcs.ROarXiv:2601.14234v42026
VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents
Kangrui Wang, Pingyue Zhang, Zihan Wang +13
cs.AIcs.CLarXiv:2510.16907v12025
Adapting to Evolving Requirements: Agentic AI for Retail Supply Chain Operations
Lei Zheng, Liping Yang, Zihao Li +3
cs.AImath.OCarXiv:2609.03860v12026
GPS-Bench: A Governance Policy Benchmark for Automating Policy Analysis
Linh Le, Melanie Bui, My Chiffon Nguyen +2
cs.AIcs.CYarXiv:2609.03553v12026
MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
Haoran Tan, Zeyu Zhang, Chen Ma +3
cs.CLcs.AIarXiv:2506.21605v12025
Graph-Guided Network for Irregularly Sampled Multivariate Time Series
Xiang Zhang, Marko Zeman, Theodoros Tsiligkaridis +1
cs.LGcs.AIarXiv:2110.05357v22021
Characterizing Delusional Spirals through Human-LLM Chat Logs
Jared Moore, Ashish Mehta, William Agnew +11
cs.CLcs.AIarXiv:2603.16567v12026
HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation
Haoran Luo, Haihong E, Guanting Chen +9
cs.AIarXiv:2503.21322v32025
Conversation Coach: A Voice-enabled AI System that Helps Practice Difficult Workplace Conversations
Fanyou Wu, Suraj Maharjan, Ainur Yessenalina +3
cs.AIarXiv:2609.00441v12026
A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level
Iddo Drori, Sarah Zhang, Reece Shuttleworth +15
cs.LGcs.AIarXiv:2112.15594v42021
The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4
Microsoft Research AI4Science, Microsoft Azure Quantum
cs.CLcs.AIarXiv:2311.07361v22023
3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows
Vivian Liu, Jo Vermeulen, George Fitzmaurice +1
cs.HCcs.AIcs.CYarXiv:2210.11603v22022
Harness Engineering in LLM Tool Use via Agent-Native Reusable Tool Primitives
Haibo Jin, Suijin Wang, Xucheng Yu +2
cs.SEcs.AIcs.CLarXiv:2609.01736v12026
Translating Natural Language to Planning Goals with Large-Language Models
Yaqi Xie, Chen Yu, Tongyao Zhu +3
cs.CLcs.AIcs.ROarXiv:2302.05128v12023
Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey
Roxana Rădulescu, Patrick Mannion, Diederik M. Roijers +1
cs.MAcs.AIcs.LGarXiv:1909.02964v12019
ECG Feature Extraction Techniques - A Survey Approach
S. Karpagachelvi, M. Arthanari, M. Sivakumar
cs.NEcs.AIphysics.med-pharXiv:1005.0957v12010
Meta SecAlign: A Secure Foundation LLM Against Prompt Injection Attacks
Sizhe Chen, Arman Zharmagambetov, David Wagner +1
cs.CRcs.AIarXiv:2507.02735v32025
A Survey of LLM-based Agents in Medicine: How far are we from Baymax?
Wenxuan Wang, Zizhan Ma, Zheng Wang +5
cs.CLcs.AIcs.CVarXiv:2502.11211v22025
MemER: Scaling Up Memory for Robot Control via Experience Retrieval
Ajay Sridhar, Jennifer Pan, Satvik Sharma +1
cs.ROcs.AIcs.LGarXiv:2510.20328v12025
Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces
Chloe Wang, Oleksii Tsepa, Jun Ma +1
cs.LGcs.AIarXiv:2402.00789v12024
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning
Alejandro Morales-Hernández, Inneke Van Nieuwenhuyse, Sebastian Rojas Gonzalez
cs.LGcs.AImath.OCarXiv:2111.13755v32021
Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control
NVIDIA, :, Hassan Abu Alhaija +38
cs.CVcs.AIcs.LGarXiv:2503.14492v22025
Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies
Sunnie S. Y. Kim, Jennifer Wortman Vaughan, Q. Vera Liao +2
cs.HCcs.AIarXiv:2502.08554v12025
Ming-Omni: A Unified Multimodal Model for Perception and Generation
Inclusion AI, Biao Gong, Cheng Zou +55
cs.AIcs.CLcs.CVarXiv:2506.09344v12025
CliffRank: A Dual-Branch Framework for Activity-Cliff Ranking Prediction
Kewei Li, Rongying Zhang, Peiyu Yang +4
cs.LGcs.AIq-bio.BMarXiv:2609.01673v12026
LLMs for Explainable AI: A Comprehensive Survey
Ahsan Bilal, David Ebert, Beiyu Lin
cs.AIcs.CLarXiv:2504.00125v12025
Ranked by the Matcher: A Reproducibility Audit of Knowledge Graph Extraction from Threat Reports
Safayat Bin Hakim, Houbing Herbert Song
cs.CRcs.AIcs.CLarXiv:2609.01671v12026
StarVLA-$α$: Reducing Complexity in Vision-Language-Action Systems
Jinhui Ye, Ning Gao, Senqiao Yang +7
cs.ROcs.AIcs.CVarXiv:2604.11757v12026
A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models
Liangbo Ning, Ziran Liang, Zhuohang Jiang +8
cs.AIarXiv:2503.23350v42025
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
Ziliang Wang, Xuhui Zheng, Kang An +4
cs.CLcs.AIcs.IRarXiv:2505.15107v22025
Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories
Islem Bouzenia, Michael Pradel
cs.SEcs.AIarXiv:2506.18824v22025
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
Haina Zhu, Yizhi Zhou, Hangting Chen +6
cs.SDcs.AIcs.CLarXiv:2501.01108v22025
Retrieval-Augmented Generation with Conflicting Evidence
Han Wang, Archiki Prasad, Elias Stengel-Eskin +1
cs.CLcs.AIarXiv:2504.13079v22025

Artificial Intelligence

To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices

Imitation Learning from Imperfect Demonstration

STP: Self-play LLM Theorem Provers with Iterative Conjecturing and Proving

QTEA: Ternary LLMs with Sparse Residual Salient Weight and By-Column Optimization

Do General NLP Embeddings Capture Ontological Reasoning?

Multimodal Adaptive Expert Selection with Text Routing and Ordinal Prototype Optimization for Sentiment Analysis

Ditto: Building Digital Twins of Articulated Objects from Interaction

Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?

Neural Pruning via Growing Regularization

Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning

LimiX: Unleashing Structured-Data Modeling Capability for Generalist Intelligence

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology

WiSDoM: Wireless Sparse Decision Transformer with Mixture-of-Experts for Multi-Task Mobile Network Optimization

VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning

DeepAgent: A General Reasoning Agent with Scalable Toolsets

Faster Than Flash: Exploiting Attention Sparsity for Efficient Long-Context Decoding

From Detection to Refusal: Safer LLMs via Circuit-Guided Weight Scaling

CLIPN for Zero-Shot OOD Detection: Teaching CLIP to Say No

Fanar: An Arabic-Centric Multimodal Generative AI Platform

EfficientPhys: Enabling Simple, Fast and Accurate Camera-Based Vitals Measurement

EverMemOS: A Self-Organizing Memory Operating System for Structured Long-Horizon Reasoning

The Amazon Nova Family of Models: Technical Report and Model Card

How Memory Management Impacts LLM Agents: An Empirical Study of Experience-Following Behavior

BiLLM: Pushing the Limit of Post-Training Quantization for LLMs

Bi-directional Adapter for Multi-modal Tracking

AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning

KGGen: Extracting Knowledge Graphs from Plain Text with Language Models

Q-learning with Adjoint Matching

VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents

Adapting to Evolving Requirements: Agentic AI for Retail Supply Chain Operations

GPS-Bench: A Governance Policy Benchmark for Automating Policy Analysis

MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents

Graph-Guided Network for Irregularly Sampled Multivariate Time Series

Characterizing Delusional Spirals through Human-LLM Chat Logs

HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation

Conversation Coach: A Voice-enabled AI System that Helps Practice Difficult Workplace Conversations

A Neural Network Solves, Explains, and Generates University Math Problems by Program Synthesis and Few-Shot Learning at Human Level

The Impact of Large Language Models on Scientific Discovery: a Preliminary Study using GPT-4

3DALL-E: Integrating Text-to-Image AI in 3D Design Workflows

Harness Engineering in LLM Tool Use via Agent-Native Reusable Tool Primitives

Translating Natural Language to Planning Goals with Large-Language Models

Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey

ECG Feature Extraction Techniques - A Survey Approach

Meta SecAlign: A Secure Foundation LLM Against Prompt Injection Attacks

A Survey of LLM-based Agents in Medicine: How far are we from Baymax?

MemER: Scaling Up Memory for Robot Control via Experience Retrieval

Graph-Mamba: Towards Long-Range Graph Sequence Modeling with Selective State Spaces

A survey on multi-objective hyperparameter optimization algorithms for Machine Learning

Cosmos-Transfer1: Conditional World Generation with Adaptive Multimodal Control

Fostering Appropriate Reliance on Large Language Models: The Role of Explanations, Sources, and Inconsistencies

Ming-Omni: A Unified Multimodal Model for Perception and Generation

CliffRank: A Dual-Branch Framework for Activity-Cliff Ranking Prediction

LLMs for Explainable AI: A Comprehensive Survey

Ranked by the Matcher: A Reproducibility Audit of Knowledge Graph Extraction from Threat Reports

StarVLA-$α$: Reducing Complexity in Vision-Language-Action Systems

A Survey of WebAgents: Towards Next-Generation AI Agents for Web Automation with Large Foundation Models

StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization

Understanding Software Engineering Agents: A Study of Thought-Action-Result Trajectories

MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization

Retrieval-Augmented Generation with Conflicting Evidence