Chengpiao Huang

According to our database, Chengpiao Huang authored at least 9 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SYN-DIGITS: A Synthetic Control Framework for Calibrated Digital Twin Simulation.

Grace Jiarui Fan, Chengpiao Huang, Tianyi Peng, Kaizheng Wang, Yuhang Wu

CoRR, April, 2026

2025

The Nonstationarity-Complexity Tradeoff in Return Prediction.

Agostino Capponi, Chengpiao Huang, J. Antonio Sidaoui, Kaizheng Wang, Jiacheng Zou

CoRR, December, 2025

A Similarity Measure Between Functions with Applications to Statistical Learning and Optimization.

Chengpiao Huang, Kaizheng Wang

CoRR, January, 2025

Relaxation-Free Min-$k$-Partition for PCI Assignment in 5G Networks.

Yeqing Qiu, Chengpiao Huang, Ye Xue, Zhipeng Jiang, Qingjiang Shi, Dong Zhang, Zhi-Quan Luo

IEEE Trans. Signal Process., 2025

A Stability Principle for Learning Under Nonstationarity.

Chengpiao Huang, Kaizheng Wang

Oper. Res., 2025

Uncertainty Quantification for LLM-Based Survey Simulations.

Chengpiao Huang, Yuhang Wu, Kaizheng Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Distribution-Free Predictive Inference under Unknown Temporal Drift.

Elise Han, Chengpiao Huang, Kaizheng Wang

CoRR, 2024

Model Assessment and Selection under Temporal Distribution Shift.

Elise Han, Chengpiao Huang, Kaizheng Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A Stability Principle for Learning under Non-Stationarity.

Chengpiao Huang, Kaizheng Wang

CoRR, 2023