Jiayang Ren

According to our database, Jiayang Ren authored at least 12 papers between 2022 and 2026.

Collaborative distances:

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

2026

A Global Optimization Algorithm for <i>K</i> -Center Clustering of One Billion Samples.

Jiayang Ren, Ningning You, Kaixun Hua, Chaojie Ji, Yankai Cao

Manag. Sci., 2026

Class-Missing Semi-supervised document key information extraction via synergistic refinement estimation.

Pengcheng Guo, Yonghong Song, Boyu Wang, Yankai Cao, Jiayang Ren, Chaojie Ji, Jiahao Liu, Qi Zhang, Qiangqiang Mao

Inf. Process. Manag., 2026

2025

Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks.

Morimasa Okamoto, Jiayang Ren, Qiangqiang Mao, Jianfeng Liu, Yankai Cao

IEEE Trans Autom. Sci. Eng., 2025

Differentiable Decision Tree via "ReLU+Argmin" Reformulation.

Qiangqiang Mao, Jiayang Ren, Yixiu Wang, Chenxuanyin Zou, Jingjing Zheng, Yankai Cao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Exact Learning of Linear Model Predictive Control Laws using Oblique Decision Trees with Linear Predictions.

Jiayang Ren, Qiangqiang Mao, Tianwei Zhao, Yankai Cao

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2024

PAPM: A Physics-aware Proxy Model for Process Systems.

Pengwei Liu, Zhongkai Hao, Xingyu Ren, Hangjie Yuan, Jiayang Ren, Dong Ni

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

2023

A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets.

Jiayang Ren, Valentín Osuna-Enciso, Morimasa Okamoto, Qiangqiang Mao, Chaojie Ji, Liang Cao, Kaixun Hua, Yankai Cao

CoRR, 2023

A Global Optimization Algorithm for K-Center Clustering of One Billion Samples.

Jiayang Ren, Ningning You, Kaixun Hua, Chaojie Ji, Yankai Cao

CoRR, 2023

2022

Deep Learning-based Predictive Control of Battery Management for Frequency Regulation.

Yun Li, Yixiu Wang, Yifu Chen, Kaixun Hua, Jiayang Ren, Ghazaleh Mozafari, Qiugang Lu, Yankai Cao

CoRR, 2022

Global Optimal K-Medoids Clustering of One Million Samples.

Jiayang Ren, Kaixun Hua, Yankai Cao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree.

Kaixun Hua, Jiayang Ren, Yankai Cao

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Global Optimization of K-Center Clustering.

Mingfei Shi, Kaixun Hua, Jiayang Ren, Yankai Cao

Proceedings of the International Conference on Machine Learning, 2022