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Artificial Intelligence & Machine Learning — Research Papers | Faculti

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Artificial Intelligence & Machine Learning

Core AI/ML methods, models, and techniques

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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

10 Apr 2026|arxiv:2604.07304

Chatbot-Based Assessment of Code Understanding in Automated Programming Assessment Systems

Eduard Frankford; Erik Cikalleshi; Ruth Breu2026·arXiv Preprint

7 Mar 2026|arxiv:2603.04828

From Unfamiliar to Familiar: Detecting Pre-training Data via Gradient Deviations in Large Language Models

Ruiqi Zhang; Lingxiang Wang; Hainan Zhang; Zhiming Zheng; Yanyan Lan2026·arXiv Preprint

7 Feb 2026|arxiv:2602.03087

Training and Simulation of Quadrupedal Robot in Adaptive Stair Climbing for Indoor Firefighting: An End-to-End Reinforcement Learning Approach

Baixiao Huang; Baiyu Huang; Yu Hou2026·arXiv Preprint

30 Jan 2026|arxiv:2601.20355

CURVE: Learning Causality-Inspired Invariant Representations for Robust Scene Understanding via Uncertainty-Guided Regularization

Yue Liang; Jiatong Du; Ziyi Yang; Yanjun Huang; Hong Chen2026·arXiv Preprint

1 Apr 2026|arxiv:2603.18294

The Validity Gap in Health AI Evaluation: A Cross-Sectional Analysis of Benchmark Composition

Alvin Rajkomar; Pavan Sudarshan; Angela Lai; Lily Peng2026·arXiv Preprint

28 Feb 2026|arxiv:2602.22584

Towards Faithful Industrial RAG: A Reinforced Co-adaptation Framework for Advertising QA

Wenwei Li; Ming Xu; Tianle Xia; Lingxiang Hu; Yiding Sun; Linfang Shang; Liqun Liu; Peng Shu; Huan Yu; Jie Jiang2026·arXiv Preprint

7 Feb 2026|arxiv:2602.03075

ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution

Junjie Huang; Jiarui Qin; Di Yin; Weiwen Liu; Yong Yu; Xing Sun; Weinan Zhang2026·arXiv Preprint

10 Mar 2026|arxiv:2603.05758

Full Dynamic Range Sky-Modelling For Image Based Lighting

Ian J. Maquignaz2026·arXiv Preprint

15 Jan 2026|arxiv:2601.08156

Project Synapse: A Hierarchical Multi-Agent Framework with Hybrid Memory for Autonomous Resolution of Last-Mile Delivery Disruptions

Arin Gopalan Yadav; Varad Dherange; Kumar Shivam2026·arXiv Preprint

19 Jan 2026|arxiv:2601.05280

On the Limits of Self-Improving in Large Language Models: The Singularity Is Not Near Without Symbolic Model Synthesis

Hector Zenil2026·arXiv Preprint

7 Feb 2026|10.3390/dj14010032

From Thermal Springs to Saline Solutions: A Scoping Review of Salt-Based Oral Healthcare Interventions.

Ferrara; Elisabetta; Scaramuzzino; Manela; Rapone + 3 more2026·Dentistry journalTier 2

12 Feb 2026|10.1016/j.ajic.2025.11.001

Limiting central venous catheter access for blood sampling and its impact on central line-associated bloodstream infection: A scoping review.

Davis; Mary Beth Hovda; Kobayashi; Takaaki; Trautman + 2 more2026·American journal of infection controlTier 1

24 Feb 2026|10.1016/j.jss.2026.01.029

Breast Masses in Adolescent Females: A Scoping Review.

Sun; Elizabeth; Li; Jiayue; Joachim + 8 more2026·The Journal of surgical research

24 Feb 2026|10.1007/s00267-026-02400-9

Trust-building as a Keystone Activity in Beaver-related Restoration Practice.

Erickson; Brian D; Jones; Megan S2026·Environmental managementTier 2

7 Apr 2026|arxiv:2603.22810

Universal and efficient graph neural networks with dynamic attention for machine learning interatomic potentials

Shuyu Bi; Zhede Zhao; Qiangchao Sun; Tao Hu; Xionggang Lu; Hongwei Cheng2026·arXiv Preprint

24 Jan 2026|arxiv:2601.15727

Towards Automated Kernel Generation in the Era of LLMs

Yang Yu; Peiyu Zang; Chi Hsu Tsai; Haiming Wu; Yixin Shen; Jialing Zhang; Haoyu Wang; Zhiyou Xiao; Jingze Shi; Yuyu Luo; Wentao Zhang; Chunlei Men; Guang Liu; Yonghua Lin2026·arXiv Preprint

7 Feb 2026|10.1007/978-981-97-8440-0_116-1

A Human-Centered Privacy Approach (HCP) to AI

Luyi Sun; Wei Xu; Zaifeng Gao2026·Handbook of Human-Centered Artificial IntelligenceTier 2

8 Jan 2026|arxiv:2601.02683

Learning from Prompt itself: the Hierarchical Attribution Prompt Optimization

Dongyu Chen; Jian Ma; Xianpeng Zhang; Lei Zhang; Haonan Lu; Chen Chen; Chuangchuang Wang; Kai Tang2026·arXiv Preprint

7 Feb 2026|arxiv:2602.04812

Robust Generalizable Heterogeneous Legal Link Prediction

Lorenz Wendlinger; Simon Alexander Nonn; Abdullah Al Zubaer; Michael Granitzer2026·arXiv Preprint

12 Feb 2026|arxiv:2601.22296

ParalESN: Enabling parallel information processing in Reservoir Computing

Matteo Pinna; Giacomo Lagomarsini; Andrea Ceni; Claudio Gallicchio2026·arXiv Preprint

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