陳崢 (Zheng Chen) - マイポータル

基本情報

所属: 大阪大学産業科学研究所／産業科学AIセンター特任助教

学位: 博士（工学）

J-GLOBAL ID: 202201000075085118
researchmap会員ID: R000035525

外部リンク: https://zhengchen3.github.io

研究キーワード

研究分野

情報通信 / 生命、健康、医療情報学 /

経歴

2022年12月 - 現在

大阪大学, 産業科学研究所, 特任助教
2022年2月 - 2022年11月

大阪大学, 大学院基礎工学研究科システム創成専攻, 特任研究員
2021年10月 - 2022年3月

理化学研究所, 計算科学研究センター, 実習生

学歴

2019年10月 - 2022年3月

奈良先端科学技術大学院大学, 情報科学研究科, 博士後期課程
2017年10月 - 2019年9月

奈良先端科学技術大学院大学, 情報科学研究科, 博士前期課程

論文

MedNAS: Multi-Scale Training-Free Neural Architecture Search for Medical Image Analysis

Yan Wang, Liangli Zhen, Jianwei Zhang, Miqing Li, Lei Zhang, Zizhou Wang, Yangqin Feng, Yu Xue, Xiao Wang, Zheng Chen …

IEEE Transactions on Evolutionary Computation 1-1 2024年査読有り
MFHCC: Multi-View Feature Hierarchical Contrastive Clustering Model for Multi-Omics Data

Zongli Jiang, Hongwei Ren, Ziwei Yang, Jinli Zhang, Zheng Chen

2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2023年12月5日査読有り招待有り
General Munchausen Reinforcement Learning with Tsallis Kullback-Leibler Divergence

Lingwei Zhu, Zheng Chen, Matthew Kyle Schlegel, Martha White

Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS) 2023年11月査読有り
MoCLIM: Towards Accurate Cancer Subtyping via Multi-Omics Contrastive Learning with Omics-Inference Modeling

Ziwei Yang, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management (CIKM) 2895-2905 2023年10月査読有り責任著者
Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation

Honglin Shu, Pei Gao, Lingwei Zhu, Zheng Chen, Yasuko Matsubara, Yasushi Sakurai

Advanced Data Mining and Applications 103-117 2023年9月査読有り責任著者
Learning vector quantized representation for cancer subtypes identification

Zheng Chen, Ziwei Yang, Lingwei Zhu, Peng Gao, Takashi Matsubara, Shigehiko Kanaya, Md Altaf-Ul-Amin

Computer Methods and Programs in Biomedicine 236 107543-107543 2023年6月査読有り
Automated Sleep Staging via Parallel Frequency-Cut Attention

Zheng Chen, Ziwei Yang, Lingwei Zhu, Wei Chen, Toshiyo Tamura, Naoaki Ono, MD Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang

IEEE Transactions on Neural Systems and Rehabilitation Engineering 1-1 2023年2月9日査読有り
A training pipeline of an arrhythmia classifier for atrial fibrillation detection using Photoplethysmography signal

Sota Kudo, Zheng Chen, Xue Zhou, Leighton T. Izu, Ye Chen-Izu, Xin Zhu, Toshiyo Tamura, Shigehiko Kanaya, Ming Huang

Frontiers in Physiology 14 2023年1月19日
A Two-View EEG Representation for Brain Cognition by Composite Temporal-Spatial Contrastive Learning

Zheng Chen, Lingwei Zhu, Haohui Jia, Takashi Matsubara

Proceedings of the 2023 SIAM International Conference on Data Mining (SDM) 334-342 2023年1月査読有り招待有り
Sleep Staging Framework with Physiologically Harmonized Sub-Networks

Zheng Chen, Ziwei Yang, Dong Wang, Xin Zhu, Naoaki Ono, M.D. Altaf-Ul-Amin, Shigehiko Kanaya, Ming Huang

Methods 209 18-28 2023年1月査読有り
Hierarchical Categorical Generative Modeling for Multi-omics Cancer Subtyping

Ziwei Yang, Lingwei Zhu, Chen Li, Zheng Chen, Naoki Ono, Md Altaf-Ul-Amin, Shigehiko Kanaya

2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2022年12月6日査読有り責任著者
An Efficient Transformer Encoder-Based Classification of Malware Using API Calls

Chen Li, Zheng Chen, Junjun Zheng

2022 IEEE 24th Int Conf on High Performance Computing and Communications (HPCC) 2022年12月査読有り
Learning Local Representation by Gradient-Isolated Memorizing of Spiking Neural Network

Man Wu, Zheng Chen, Yunpeng Yao

2022 IEEE 24th Int Conf on High Performance Computing and Communications (HPCC) 733-740 2022年12月査読有り
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization.

Zheng Chen, Lingwei Zhu, Ziwei Yang, Takashi Matsubara

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) abs/2206.10801 2022年9月査読有り
Multi-Tier Platform for Cognizing Massive Electroencephalogram.

Zheng Chen, Lingwei Zhu, Ziwei Yang, Renyuan Zhang

31st International Joint Conference on Artificial Intelligence (IJCAI) 2464-2470 2022年8月査読有り
Efficient Support Vector Machine Toward Medical Data Processing

Guang Shi, Zheng Chen, Renyuan Zhang

Proceedings of Seventh International Congress on Information and Communication Technology 751-760 2022年5月査読有り
A Stochastic Coding Method of EEG Signals for Sleep Stage Classification.

Guangxian Zhu, Huijia Wang, Yirong Kan, Zheng Chen, Ming Huang, Md. Altaf-Ul-Amin, Naoaki Ono, Shigehiko Kanaya, Renyuan Zhang, Yasuhiko Nakashima

36th IEEE International System-on-Chip Conference (SOCC) 1-6 2022年査読有り
Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring.

Lingwei Zhu, Ziwei Yang, Koki Odani, Guang Shi, Yirong Kan, Zheng Chen, Renyuan Zhang

44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 4453-4456 2022年査読有り責任著者
Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data.

Ziwei Yang 0002, Lingwei Zhu, Zheng Chen 0012, Ming Huang 0002, Naoaki Ono, Md. Altaf-Ul-Amin, Shigehiko Kanaya

44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) 1113-1116 2022年査読有り
Discussion of Cuffless Blood Pressure Prediction Using Plethysmograph Based on a Longitudinal Experiment: Is the Individual Model Necessary?

Koshiro Kido, Zheng Chen, Ming Huang, Toshiyo Tamura, Wei Chen, Naoaki Ono, Masachika Takeuchi, Md. Altaf-Ul-Amin, Shigehiko Kanaya

Life 12(1) 11-11 2021年12月22日査読有り

もっとみる

所属学協会

2019年12月 - 現在

IEEE

共同研究・競争的資金等の研究課題

生体信号データの動的因果構造解析による疾患の早期予測手法の開発

日本学術振興会科学研究費助成事業若手研究 2024年4月 - 2027年3月

陳崢