Jiayang Ren

According to our database, Jiayang Ren authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

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