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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

19 Mar 2026|arxiv:2603.16192

Structured Semantic Cloaking for Jailbreak Attacks on Large Language Models

Xiaobing Sun; Perry Lam; Shaohua Li; Zizhou Wang; Rick Siow Mong Goh; Yong Liu; Liangli Zhen2026·arXiv Preprint

31 Jan 2026|arxiv:2601.21897

A Low-Complexity Plug-and-Play Deep Learning Model for Generalizable Massive MIMO Precoding

Ali Hasanzadeh Karkan; Ahmed Ibrahim; Jean-François Frigon; François Leduc-Primeau2026·arXiv Preprint

26 Mar 2026|arxiv:2603.13410

Bridging the Visual-to-Physical Gap: Physically Aligned Representations for Fall Risk Analysis

Xianqi Zhang2026·arXiv Preprint

30 Jan 2026|arxiv:2601.20229

Proactive SFC Provisioning with Forecast-Driven DRL in Data Centers

Parisa Fard Moshiri; Poonam Lohan; Burak Kantarci; Emil Janulewicz2026·arXiv Preprint

25 Mar 2026|arxiv:2603.20582

Generative Diffusion Model for Risk-Neutral Derivative Pricing

Nilay Tiwari2026·arXiv Preprint

21 Jan 2026|arxiv:2601.03783

HearSay Benchmark: Do Audio LLMs Leak What They Hear?

Jin Wang; Liang Lin; Kaiwen Luo; Weiliu Wang; Yitian Chen; Moayad Aloqaily; Xuehai Tang; Zhenhong Zhou; Kun Wang; Li Sun; Qingsong Wen2026·arXiv Preprint

10 Mar 2026|arxiv:2603.05768

Bridging Domains through Subspace-Aware Model Merging

Levy Chaves; Chao Zhou; Rebekka Burkholz; Eduardo Valle; Sandra Avila2026·arXiv Preprint

12 Mar 2026|arxiv:2603.09206

MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data

Zongxia Li; Hongyang Du; Chengsong Huang; Xiyang Wu; Lantao Yu; Yicheng He; Jing Xie; Xiaomin Wu; Zhichao Liu; Jiarui Zhang; Fuxiao Liu2026·arXiv Preprint

19 Feb 2026|arxiv:2602.15711

Random Wavelet Features for Graph Kernel Machines

Valentin de Bassompierre; Jean-Charles Delvenne; Laurent Jacques2026·arXiv Preprint

9 Mar 2026|arxiv:2603.00126

QuickGrasp: Responsive Video-Language Querying Service via Accelerated Tokenization and Edge-Augmented Inference

Miao Zhang; Ruixiao Zhang; Jianxin Shi; Hengzhi Wang; Hao Fang; Jiangchuan Liu2026·arXiv Preprint

4 Mar 2026|arxiv:2602.16109

Federated Graph AGI for Cross-Border Insider Threat Intelligence in Government Financial Schemes

Srikumar Nayak; James Walmesley2026·arXiv Preprint

20 Mar 2026|arxiv:2603.17715

Eye image segmentation using visual and concept prompts with Segment Anything Model 3 (SAM3)

Diederick C. Niehorster; Marcus Nyström2026·arXiv Preprint

6 Mar 2026|arxiv:2603.03867

k-hop Fairness: Addressing Disparities in Graph Link Prediction Beyond First-Order Neighborhoods

Lilian Marey; Tiphaine Viard; Charlotte Laclau2026·arXiv Preprint

5 Apr 2026|arxiv:2603.21030

Deep Attention-based Sequential Ensemble Learning for BLE-Based Indoor Localization in Care Facilities

Minh Triet Pham; Quynh Chi Dang; Le Nhat Tan2026·arXiv Preprint

13 Feb 2026|arxiv:2602.10632

The Neurosymbolic Frontier of Nonuniform Ellipticity: Formalizing Sharp Schauder Theory via Topos-Theoretic Reasoning Models

Suyash Mishra2026·arXiv Preprint

10 Mar 2026|arxiv:2603.05604

From Decoupled to Coupled: Robustness Verification for Learning-based Keypoint Detection with Joint Specifications

Xusheng Luo; Changliu Liu2026·arXiv Preprint

10 Apr 2026|arxiv:2604.06566

AI-Driven Research for Databases

Audrey Cheng; Harald Ng; Aaron Kabcenell; Peter Bailis; Matei Zaharia; Lin Ma; Xiao Shi; Ion Stoica2026·arXiv Preprint

28 Mar 2026|arxiv:2603.25176

Prompt Attack Detection with LLM-as-a-Judge and Mixture-of-Models

Hieu Xuan Le; Benjamin Goh; Quy Anh Tang2026·arXiv Preprint

22 Jan 2026|arxiv:2601.13731

Breaking the Data Barrier in Learning Symbolic Computation: A Case Study on Variable Ordering Suggestion for Cylindrical Algebraic Decomposition

Rui-Juan Jing; Yuegang Zhao; Changbo Chen2026·arXiv Preprint

7 Feb 2026|arxiv:2602.05120

Certifiable Boolean Reasoning Is Universal

Wenhao Li; Anastasis Kratsios; Hrad Ghoukasian; Dennis Zvigelsky2026·arXiv Preprint

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