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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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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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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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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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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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.
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.