Zheng Chen
Scholar

Zheng Chen

Google Scholar ID: 571LAh4AAAAJ
SANKEN, Osaka University
AI for healthBiomedical data scienceBiosignalTime series
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
328
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
5
list available
Contact
GitHubOpen ↗
Publications
9 items
EpiGraph: A Knowledge Graph and Benchmark for Evidence-Intensive Reasoning in Epilepsy
2026
Cited
0
LLM as Clinical Graph Structure Refiner: Enhancing Representation Learning in EEG Seizure Diagnosis
2026
Cited
0
Optimizing EEG Graph Structure for Seizure Detection: An Information Bottleneck and Self-Supervised Learning Approach
2026
Cited
0
Selective Denoising Diffusion Model for Time Series Anomaly Detection
2026
Cited
0
Disentangled Mode-Specific Representations for Tensor Time Series via Contrastive Learning
Pacific-Asia Conference on Knowledge Discovery and Data Mining · 2026
Cited
0
RepSPD: Enhancing SPD Manifold Representation in EEGs via Dynamic Graphs
2026
Cited
0
ODEBrain: Continuous-Time EEG Graph for Modeling Dynamic Brain Networks
2026
Cited
0
TIFO: Time-Invariant Frequency Operator for Stationarity-Aware Representation Learning in Time Series
2026
Cited
0
Resume (English only)
Co-authors
5 total
Ziwei Yang
Ziwei Yang
Bioinformatics Center, Institute for Chemical Research, Kyoto University
Lingwei Zhu
Lingwei Zhu
Assistant Professor, Great Bay University
Yasuko Matsubara
Yasuko Matsubara
Osaka University
Yasushi Sakurai
Yasushi Sakurai
The Institute of Scientific and Industrial Research,Osaka University
Jimeng Sun
Jimeng Sun
Professor at University of Illinois Urbana-Champaign