Sign in
Zheng Chen
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 21
Top Topics
Eeg Signals
Mutual Information Maximization
Kl Divergence
Vector Quantized
Top Venues
CoRR
LifeTech
EMBC
SDM
</>
Publications
</>
Lingwei Zhu
,
Zheng Chen
,
Takamitsu Matsubara
,
Martha White
Generalized Munchausen Reinforcement Learning using Tsallis KL Divergence.
CoRR
(2023)
Honglin Shu
,
Pei Gao
,
Lingwei Zhu
,
Zheng Chen
Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation.
CoRR
(2023)
Zheng Chen
,
Ziwei Yang
,
Lingwei Zhu
,
Peng Gao
,
Takashi Matsubara
,
Shigehiko Kanaya
,
Md. Altaf-Ul-Amin
Learning vector quantized representation for cancer subtypes identification.
Comput. Methods Programs Biomed.
236 (2023)
Zheng Chen
,
Lingwei Zhu
,
Haohui Jia
,
Takashi Matsubara
A Two-View EEG Representation for Brain Cognition by Composite Temporal-Spatial Contrastive Learning.
SDM
(2023)
Honglin Shu
,
Pei Gao
,
Lingwei Zhu
,
Zheng Chen
,
Yasuko Matsubara
,
Yasushi Sakurai
Drugs Resistance Analysis from Scarce Health Records via Multi-task Graph Representation.
ADMA (3)
(2023)
Guang Shi
,
Zheng Chen
,
Ming Huang
,
Renyuan Zhang
,
Naoaki Ono
,
Md. Altaf-Ul-Amin
,
Shigehiko Kanaya
Algorithm Cocktail Approach for Predicting Body Constitution and Bias Recovery.
LifeTech
(2022)
Zheng Chen
,
Lingwei Zhu
,
Ziwei Yang
,
Renyuan Zhang
Multi-Tier Platform for Cognizing Massive Electroencephalogram.
CoRR
(2022)
Zheng Chen
,
Lingwei Zhu
,
Ziwei Yang
,
Takashi Matsubara
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization.
CoRR
(2022)
Zheng Chen
,
Ziwei Yang
,
Lingwei Zhu
,
Guang Shi
,
Kun Yue
,
Takashi Matsubara
,
Shigehiko Kanaya
,
Md. Altaf-Ul-Amin
Cancer Subtyping by Improved Transcriptomic Features Using Vector Quantized Variational Autoencoder.
CoRR
(2022)
Zheng Chen
,
Lingwei Zhu
,
Ziwei Yang
,
Takashi Matsubara
Automated Cancer Subtyping via Vector Quantization Mutual Information Maximization.
ECML/PKDD (1)
(2022)
Zheng Chen
,
Lingwei Zhu
,
Ziwei Yang
,
Renyuan Zhang
Multi-Tier Platform for Cognizing Massive Electroencephalogram.
IJCAI
(2022)
Lingwei Zhu
,
Zheng Chen
,
Eiji Uchibe
,
Takamitsu Matsubara
Enforcing KL Regularization in General Tsallis Entropy Reinforcement Learning via Advantage Learning.
CoRR
(2022)
Ziwei Yang
,
Lingwei Zhu
,
Zheng Chen
,
Ming Huang
,
Naoaki Ono
,
Md. Altaf-Ul-Amin
,
Shigehiko Kanaya
Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data.
EMBC
(2022)
Zheng Chen
,
Ziwei Yang
,
Ming Huang
,
Toshiyo Tamura
,
Naoaki Ono
,
Md. Altaf-Ul-Amin
,
Shigehiko Kanaya
Enhancement on Model Interpretability and Sleep Stage Scoring Performance with A Novel Pipeline Based on Deep Neural Network.
CoRR
(2022)
Lingwei Zhu
,
Zheng Chen
,
Eiji Uchibe
,
Takamitsu Matsubara
q-Munchausen Reinforcement Learning.
CoRR
(2022)
Guangxian Zhu
,
Huijia Wang
,
Yirong Kan
,
Zheng Chen
,
Ming Huang
,
Md. Altaf-Ul-Amin
,
Naoaki Ono
,
Shigehiko Kanaya
,
Renyuan Zhang
,
Yasuhiko Nakashima
A Stochastic Coding Method of EEG Signals for Sleep Stage Classification.
SOCC
(2022)
Ziwei Yang
,
Lingwei Zhu
,
Chen Li
,
Zheng Chen
,
Naoki Ono
,
Md. Altaf-Ul-Amin
,
Shigehiko Kanaya
Hierarchical Categorical Generative Modeling for Multi-omics Cancer Subtyping.
BIBM
(2022)
Lingwei Zhu
,
Ziwei Yang
,
Koki Odani
,
Guang Shi
,
Yirong Kan
,
Zheng Chen
,
Renyuan Zhang
Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring.
EMBC
(2022)
Ziwei Yang
,
Lingwei Zhu
,
Zheng Chen
,
Ming Huang
,
Naoaki Ono
,
Md. Altaf-Ul-Amin
,
Shigehiko Kanaya
Cancer Subtyping via Embedded Unsupervised Learning on Transcriptomics Data.
CoRR
(2022)
Lingwei Zhu
,
Koki Odani
,
Ziwei Yang
,
Guang Shi
,
Yirong Kan
,
Zheng Chen
,
Renyuan Zhang
Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring.
CoRR
(2022)
Sota Kudo
,
Zheng Chen
,
Naoaki Ono
,
Md. Altaf-Ul-Amin
,
Shigehiko Kanaya
,
Ming Huang
Deep Learning-Based Sleep Staging with Acceleration and Heart Rate Data of a Consumer Wearable Device.
LifeTech
(2022)