Jiayang Ren

12 papers A* 4Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Class-Missing Semi-supervised document key information extraction via synergistic refinement estimation.
Inf. Process. Manag.
Pengcheng Guo, Yonghong Song, Boyu Wang, Yankai Cao, Jiayang Ren, Chaojie Ji, Jiahao Liu, Qi Zhang, Qiangqiang Mao
2025 J jnl
Deep Learning-Based Approximation of Model Predictive Control Laws Using Mixture Networks.
IEEE Trans Autom. Sci. Eng.
Morimasa Okamoto, Jiayang Ren, Qiangqiang Mao, Jianfeng Liu, Yankai Cao
2025 — conf
Exact Learning of Linear Model Predictive Control Laws using Oblique Decision Trees with Linear Predictions.
CDC
Jiayang Ren, Qiangqiang Mao, Tianwei Zhao, Yankai Cao
2025 J jnl
Exact Learning of Linear Model Predictive Control Laws using Oblique Decision Trees with Linear Predictions.
CoRR
Jiayang Ren, Qiangqiang Mao, Tianwei Zhao, Yankai Cao
2024 A* conf
PAPM: A Physics-aware Proxy Model for Process Systems.
ICML
Pengwei Liu, Zhongkai Hao, Xingyu Ren, Hangjie Yuan, Jiayang Ren, Dong Ni
2024 J jnl
PAPM: A Physics-aware Proxy Model for Process Systems.
CoRR
Pengwei Liu, Zhongkai Hao, Xingyu Ren, Hangjie Yuan, Jiayang Ren, Dong Ni
2023 J jnl
A GPU-Accelerated Moving-Horizon Algorithm for Training Deep Classification Trees on Large Datasets.
CoRR
Jiayang Ren, Valentín Osuna-Enciso, Morimasa Okamoto, Qiangqiang Mao, Chaojie Ji, Liang Cao, Kaixun Hua, Yankai Cao
2023 J jnl
A Global Optimization Algorithm for K-Center Clustering of One Billion Samples.
CoRR
Jiayang Ren, Ningning You, Kaixun Hua, Chaojie Ji, Yankai Cao
2022 A* conf
A Scalable Deterministic Global Optimization Algorithm for Training Optimal Decision Tree.
NeurIPS
Kaixun Hua, Jiayang Ren, Yankai Cao
2022 J jnl
Deep Learning-based Predictive Control of Battery Management for Frequency Regulation.
CoRR
Yun Li, Yixiu Wang, Yifu Chen, Kaixun Hua, Jiayang Ren, Ghazaleh Mozafari, Qiugang Lu, Yankai Cao
2022 A* conf
Global Optimal K-Medoids Clustering of One Million Samples.
NeurIPS
Jiayang Ren, Kaixun Hua, Yankai Cao
2022 A* conf
Global Optimization of K-Center Clustering.
ICML
Mingfei Shi, Kaixun Hua, Jiayang Ren, Yankai Cao