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publications
Asymptotic Properties of Relative Error Estimation for Accelerated Failure Time Model with Divergent Number of Parameters
Published in Statistics and Its Interface, 2023
Fei Ye, Hongyi Zhou, Ying Yang. (2023). Asymptotic Properties of Relative Error Estimation for Accelerated Failure Time Model with Divergent Number of Parameters. Statistics and Its Interface, 17(1), 107–125.
Expected Projection-Averaging of Conditional Distribution Function-based Measures for Independence Test and Feature Screening
Published in Journal of Multivariate Analysis, 2024
This paper introduces a projection-averaging framework for testing independence and performing feature screening based on conditional distribution function measures.
Li Wang*, Hongyi Zhou*, Weidong Ma, Ying Yang. (2024). Expected Projection-Averaging of Conditional Distribution Function-based Measures for Independence Test and Feature Screening. Journal of Multivariate Analysis, 205, 105378.
Ordinary Differential Equation for Survival Analysis with Functional Covariates
Published in Statistica Sinica, 2025
Hongyi Zhou, Wenqing Su, Qixian Zhong, Ying Yang. (2025). Ordinary Differential Equation for Survival Analysis with Functional Covariates. Statistica Sinica.
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Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
Published in International Conference on Machine Learning (ICML), 2025
Jin Zhu*, Jingyi Li*, Hongyi Zhou, Yinan Lin, Zhenhua Lin, Chengchun Shi. (2025). Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach. International Conference on Machine Learning (ICML).
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Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
Published in International Conference on Machine Learning (ICML), 2025
Hongyi Zhou, Josiah Hanna, Jin Zhu, Ying Yang, Chengchun Shi. (2025). Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation. International Conference on Machine Learning (ICML).
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AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees
Published in Conference on Neural Information Processing Systems (NeurIPS), 2025
Hongyi Zhou*, Jin Zhu*, Pingfan Su, Kai Ye, Ying Yang, Shakeel Gavioli-Akilagun, Chengchun Shi. (2025). AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees. Conference on Neural Information Processing Systems (NeurIPS).
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Doubly Robust Alignment for Large Language Models
Published in Conference on Neural Information Processing Systems (NeurIPS), 2025
Erhan Xu*, Kai Ye*, Hongyi Zhou*, Luhan Zhu, Francesco Quinzan, Chengchun Shi. (2025). Doubly Robust Alignment for Large Language Models. Conference on Neural Information Processing Systems (NeurIPS).
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talks
AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees Permalink
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teaching
Calculus A(1) & Calculus A(2)
Teaching Assistant, Tsinghua University, 2020
Role: Teaching Assistant
Period: 2020–2024
Six departmental-level Outstanding Teaching Assistant Awards and one university-level Outstanding Teaching Assistant Award.
Linear Regression Analysis
Teaching Assistant, Tsinghua University, 2024
Role: Teaching Assistant
Period: 2024
Probability and Statistics
Teaching Assistant, Tsinghua University, 2025
Role: Teaching Assistant
Period: 2025