Jiayang Ren

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 7

Top Topics

Global Optimization

Optimization Algorithm

Particle Swarm Optimisation

Top Venues

Publications

Pengwei Liu, Zhongkai Hao, Xingyu Ren, Hangjie Yuan, Jiayang Ren, Dong Ni
PAPM: A Physics-aware Proxy Model for Process Systems. CoRR (2024)
Jiayang Ren, Valentín Osuna-Enciso, Morimasa Okamoto, Qiangqiang Mao, Chaojie Ji, Liang Cao, Kaixun Hua, Yankai Cao
A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets. CoRR (2023)
Jiayang Ren, Ningning You, Kaixun Hua, Chaojie Ji, Yankai Cao
A Global Optimization Algorithm for K-Center Clustering of One Billion Samples. CoRR (2023)
Yun Li, Yixiu Wang, Yifu Chen, Kaixun Hua, Jiayang Ren, Ghazaleh Mozafari, Qiugang Lu, Yankai Cao
Deep Learning-based Predictive Control of Battery Management for Frequency Regulation. CoRR (2022)
Jiayang Ren, Kaixun Hua, Yankai Cao
Global Optimal K-Medoids Clustering of One Million Samples. NeurIPS (2022)
Kaixun Hua, Jiayang Ren, Yankai Cao
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree. NeurIPS (2022)
Mingfei Shi, Kaixun Hua, Jiayang Ren, Yankai Cao
Global Optimization of K-Center Clustering. ICML (2022)