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Artificial Intelligence & Machine Learning — Research Papers | Faculti

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Artificial Intelligence & Machine Learning

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530,750Articles

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artificial intelligencemachine learningdeep learningreinforcement learningdeep reinforcement learningsupervised learningunsupervised learningself-supervised learningcontrastive learningfew-shot learningtransfer learningfederated learningrepresentation learningdomain adaptationknowledge distillation

Articles published on Artificial Intelligence & Machine Learning

530,750 results

24 Feb 2026|arxiv:2602.19326

City Editing: Hierarchical Agentic Execution for Dependency-Aware Urban Geospatial Modification

Rui Liu; Steven Jige Quan; Zhong-Ren Peng; Zijun Yao; Han Wang; Zhengzhang Chen; Kunpeng Liu; Yanjie Fu; Dongjie Wang2026·arXiv Preprint

10 Mar 2026|arxiv:2603.06272

Looking Through Glass Box

Alexis Kafantaris2026·arXiv Preprint

1 Apr 2026|arxiv:2603.27960

Efficient Inference of Large Vision Language Models

Surendra Pathak2026·arXiv Preprint

27 Feb 2026|arxiv:2602.21749

RABot: Reinforcement-Guided Graph Augmentation for Imbalanced and Noisy Social Bot Detection

Longlong Zhang; Xi Wang; Haotong Du; Yangyi Xu; Zhuo Liu; Yang Liu2026·arXiv Preprint

27 Feb 2026|arxiv:2602.21588

ABM-UDE: Developing Surrogates for Epidemic Agent-Based Models via Scientific Machine Learning

Sharv Murgai; Utkarsh Utkarsh; Kyle C. Nguyen; Alan Edelman; Erin C. S. Acquesta; Christopher Vincent Rackauckas2026·arXiv Preprint

3 Apr 2026|arxiv:2604.00987

Bridging Structured Knowledge and Data: A Unified Framework with Finance Applications

Yi Cao; Zexun Chen; Lin William Cong; Heqing Shi2026·arXiv Preprint

8 Jan 2026|arxiv:2601.03173

Predicting Time Pressure of Powered Two-Wheeler Riders for Proactive Safety Interventions

Sumit S. Shevtekar; Chandresh K. Maurya; Gourab Sil; Subasish Das2026·arXiv Preprint

28 Mar 2026|arxiv:2603.13669

SHAMISA: SHAped Modeling of Implicit Structural Associations for Self-supervised No-Reference Image Quality Assessment

Mahdi Naseri; Zhou Wang2026·arXiv Preprint

9 Jan 2026|arxiv:2601.04592

Density Matrix RNN (DM-RNN): A Quantum Information Theoretic Framework for Modeling Musical Context and Polyphony

Joonwon Seo; Mariana Montiel2026·arXiv Preprint

6 Mar 2026|arxiv:2603.03825

From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning

Ruilin Luo; Chufan Shi; Yizhen Zhang; Cheng Yang; Songtao Jiang; Tongkun Guan; Ruizhe Chen; Ruihang Chu; Peng Wang; Mingkun Yang; Yujiu Yang; Junyang Lin; Zhibo Yang2026·arXiv Preprint

24 Feb 2026|arxiv:2602.19915

Fully Convolutional Spatiotemporal Learning for Microstructure Evolution Prediction

Michael Trimboli; Mohammed Alsubaie; Sirani M. Perera; Ke-Gang Wang; Xianqi Li2026·arXiv Preprint

14 Mar 2026|arxiv:2603.00490

LifeEval: A Multimodal Benchmark for Assistive AI in Egocentric Daily Life Tasks

Hengjian Gao; Kaiwei Zhang; Shibo Wang; Mingjie Chen; Qihang Cao; Xianfeng Wang; Yucheng Zhu; Xiongkuo Min; Wei Sun; Dandan Zhu; Guangtao Zhai2026·arXiv Preprint

24 Jan 2026|arxiv:2601.15678

Connect the Dots: Knowledge Graph-Guided Crawler Attack on Retrieval-Augmented Generation Systems

Mengyu Yao; Ziqi Zhang; Ning Luo; Shaofei Li; Yifeng Cai; Xiangqun Chen; Yao Guo; Ding Li2026·arXiv Preprint

16 Feb 2026|arxiv:2602.02763

Exposing Vulnerabilities in Explanation for Time Series Classifiers via Dual-Target Attacks

Bohan Wang; Zewen Liu; Lu Lin; Hui Liu; Li Xiong; Ming Jin; Wei Jin2026·arXiv Preprint

3 Mar 2026|arxiv:2602.23934

Learning to Build: Autonomous Robotic Assembly of Stable Structures Without Predefined Plans

Jingwen Wang; Johannes Kirschner; Paul Rolland; Luis Salamanca; Stefana Parascho2026·arXiv Preprint

10 Apr 2026|arxiv:2604.07028

Strategic Persuasion with Trait-Conditioned Multi-Agent Systems for Iterative Legal Argumentation

Philipp D. Siedler2026·arXiv Preprint

16 Feb 2026|arxiv:2602.02863

"I May Not Have Articulated Myself Clearly": Diagnosing Dynamic Instability in LLM Reasoning at Inference Time

Jinkun Chen; Fengxiang Cheng; Sijia Han; Vlado Keselj2026·arXiv Preprint

13 Feb 2026|arxiv:2602.10881

Diagnosing Structural Failures in LLM-Based Evidence Extraction for Meta-Analysis

Zhiyin Tan; Jennifer D'Souza2026·arXiv Preprint

14 Mar 2026|arxiv:2603.11907

Causal Representation Learning with Optimal Compression under Complex Treatments

Wanting Liang; Haoang Chi; Zhiheng Zhang2026·arXiv Preprint

21 Mar 2026|10.1038/s41598-026-35902-x

Behaviorally informed deep reinforcement learning for portfolio optimization with loss aversion and overconfidence.

Charkhestani; Atefe; Esfahanipour; Akbar2026·Scientific reportsTier 2

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