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Xinyue Huang

Independent

SCHOLARLY PAPERS

6

DOWNLOADS

226

TOTAL CITATIONS

2

Scholarly Papers (6)

1.

GAM-CoT Transformer: Hierarchical Attention Networks for Anomaly Detection in Blockchain Transactions

Number of pages: 8 Posted: 30 Oct 2025
Independent, University of California, Irvine, Rutgers University, New Jersey, Auckland University of Technology and University of Massachusetts
Downloads 58 (1,052,702)

Abstract:

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Blockchain security, Illicit transaction detection, Temporal modeling, Attention mechanisms, Transformer, Global attention module, Contextual Transformer, Financial anomaly detection, Class imbalance, Deep learning

2.

HA-GNN:An attention-based heterogeneous adaptive aggregation fraud detection algorithm

Number of pages: 4 Posted: 31 Oct 2025
Amazon.com, Inc., Beijing University of Posts and Telecommunications, University of California, Irvine, University of Pennsylvania,, Georgia Institute of Technology, Independent, Boston University and Independent
Downloads 52 (1,086,013)

Abstract:

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3.

Optimizing AdaBoost for Bitcoin Price Prediction Based on Long and Short Term Memory Network Models

Number of pages: 5 Posted: 31 Oct 2025
Georgetown University, University of Nebraska at Lincoln, Independent, University of Pennsylvania and Cornell University - Samuel Curtis Johnson Graduate School of Management
Downloads 40 (1,209,354)

Abstract:

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Long and short-term memory networks, AdaBoost, Bitcoin price prediction

4.

Towards Interpretable and Consistent Multi-Step Mathematical Reasoning in Large Language Models

Number of pages: 4 Posted: 31 Oct 2025
Xinyue Huang, Zeyu Wang, Xin Liu, Yueqi Tian and Qian Leng
Independent, University of California Los Angeles, Independent, University of Rochester and Independent
Downloads 39 (1,236,159)
Citation 2

Abstract:

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Kerwords-K-12 math reasoning, meta-cognitive scheduler, neuro-symbolic integration, multi-task learning, curriculum learning

5.

Artificial Intelligence-Driven Smart Homecare: A Review of Applications, Challenges, and Prospects

Number of pages: 12 Posted: 20 Feb 2026
University of Texas at San Antonio - Department of Information Systems and Cyber Security, Independent, Boston University, University of Pennsylvania - Department of Computer and Information Science and Auckland University of Technology
Downloads 37 (1,345,526)

Abstract:

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Smart Homecare, Artificial Intelligence

6.

FinStack-Net: Hierarchical Feature Crossing and Stacked Ensemble Learning for Financial Fraud Detection

Posted: 31 Oct 2025
Guangxi Minzu University, University of Chicago, Independent, Independent and Boston University

Abstract:

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Financial fraud detection, ensemble learning, feature interaction, metalearning, Bayesian optimization