Published in arXiv preprint arXiv:2606.30440, 2026
Formal proof that transformer architectures are complete Bayes processes in the measure-theoretic kernel framework.
Recommended citation: H. Yang. (2026). "Transformer Architectures as Complete Bayes Processes: A Formal Proof in the Measure-Theoretic Kernel Framework." arXiv:2606.30440.
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Published in arXiv preprint arXiv:2606.30372, 2026
Investigates using LLMs as low-cost statistical estimators for human-response data.
Recommended citation: H. Yang. (2026). "Using Large Language Models as Low-Cost Statistical Estimators for Human-Response Data." arXiv:2606.30372.
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Published in arXiv preprint arXiv:2509.15156, 2025
Explores geometric visual illusions as perceptual inductive biases for training vision models.
Recommended citation: H. Yang, M. Guo, D. Yang, W. Wang. (2025). "Leveraging Geometric Visual Illusions as Perceptual Inductive Biases for Vision Models." arXiv:2509.15156.
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Published in arXiv preprint arXiv:2509.16277, 2025
Proposes entropy stabilization regularization for safe and interpretable autonomous driving perception.
Recommended citation: H. Yang, S. Zhang, Z. Yang, J. Guo, J. Yang, X. Zhang. (2025). "Stabilizing Information Flow Entropy: Regularization for Safe and Interpretable Autonomous Driving Perception." arXiv:2509.16277.
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Published in arXiv preprint arXiv:2411.16739, 2024
Proposes gradient-guided parameter masking for multi-scenario image restoration under adverse weather conditions.
Recommended citation: J. Guo, H. Yang, M. Zhou, X. Zhang. (2024). "Gradient-Guided Parameter Mask for Multi-Scenario Image Restoration Under Adverse Weather." arXiv:2411.16739.
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Published in arXiv preprint arXiv:2409.00816, 2024
Comparative analysis of encryption algorithms for wearable devices in IoT systems.
Recommended citation: H. Yang. (2024). "Comparison of Encryption Algorithms for Wearable Devices in IoT Systems." arXiv:2409.00816.
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Published in arXiv preprint arXiv:2305.17716, 2023
A new dataset and benchmark for in-diagram logic interpretation using visual illusions.
Recommended citation: H. Yang et al. (2023). "InDL: A New Dataset and Benchmark for In-Diagram Logic Interpretation based on Visual Illusion." arXiv:2305.17716.
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Published in Proc. of 2nd ICAICE, IEEE, 2021, pp. 111–114, 2021
First application of Glow flow-based generative model to singing voice synthesis for more human-like virtual singers.
Recommended citation: H. Yang. (2021). "SinGlow: Singing Voice Synthesis with Glow." Proc. of 2nd ICAICE, IEEE, pp. 111–114.
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Published in Second IYSF Academic Symposium on Artificial Intelligence and Computer Engineering, 2021, 2021
Breast cancer diagnosis application using ResNet50 deep learning architecture.
Recommended citation: A. Le, Z. Li, H. Tang, H. Yang. (2021). "A New Breast Cancer Diagnosis Application Based on ResNet50." Second IYSF Academic Symposium on AI and Computer Engineering.
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