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Honey, I Shrunk the Hypothesis Space (Through Logical Preprocessing)
Published in JAIR (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Orchestrated intelligence: an adaptive multi-agent architecture for high-frequency options risk management
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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A model for music emotion recognition and aesthetic education effect evaluation based on deep learning and multimodal data
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Research on fashion brand narrative generation and personalized communication strategy based on knowledge graph and LLM
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Orthogonal Bases for Equivariant Graph Learning with Provable k-WL Expressive Power
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Research on cross-border enterprise knowledge sharing mechanism based on federated graph neural network and differential privacy collaboration
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Hybrid deep learning metaheuristic ensemble framework for enhanced COVID-19 classification using ResNet and particle swarm optimization
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Integrating gene expression and proteomics for breast cancer biomarker prediction through a deep learning framework with SHAP-based explainability
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Application of multimodal machine learning in building ecological assessment
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Self-efficacy and instructor support as determinants of ChatGPT effectiveness in student learning
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Design of an integrated federated large language models for semantic reasoning and self-organizing 6G networks
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Robustness and authorship bias of large language models in scientific abstracts scoring
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Bibliometric analysis of artificial intelligence application in bioinformatics
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Deep learning–based intelligent system for railway track monitoring and fault detection
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Artificial neural network optimized by Honey Badger Algorithm for predicting and explaining properties of 3D printed objects
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Optimal Experiment Design for Causal Effect Identification
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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Context-aware transformer models for accounting-based inventory prediction and supply chain cost optimization
Published in Discover AI (2026)Subjects: “…— — — — — Access Artificial Intelligence and Machine Learning…”
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Mean Aggregator is More Robust than Robust Aggregators under Label Poisoning Attacks on Distributed Heterogeneous Data
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers
Published in JMLR (2026)Subjects: “…Artificial Intelligence & Machine Learning…”
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