Ziyu Jia
13 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Keyword Champion (4)
ποΈ
Keyword Collector
(63)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(9)
Deep Learning
(7)
Artificial Intelligence
(6)
Architectures
(6)
Core AI
(5)
Application Areas
(4)
Core Methods
(4)
Computer Vision
(3)
Domain-Specific
(3)
Learning Paradigms
(3)
Interdisciplinary
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Social
(2)
Data Science & Analytics
(1)
Keywords
graph neural network
(5)
sleep staging
(4)
sleep stage classification
(4)
emotion recognition
(4)
knowledge distillation
(2)
bayesian inference
(2)
domain adaptation
(2)
multimodal learning
(2)
variational bayesian
(2)
self-attention mechanism
(1)
medical imaging
(1)
prototype learning
(1)
attention mechanism
(1)
feature learning
(1)
contrastive learning
(1)
brain connectivity
(1)
u-net architecture
(1)
semantic segmentation
(1)
test-time adaptation
(1)
cross-modal learning
(1)
Papers
DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise
AAAI 2026
A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition
IJCAI 2025
SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination
ICLR 2025
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging
IJCAI 2025
ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification
IJCAI 2024
Multi-level Disentangling Network for Cross-Subject Emotion Recognition Based on Multimodal Physiological Signals
IJCAI 2024
SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting
IJCAI 2024
VBH-GNN: Variational Bayesian Heterogeneous Graph Neural Networks for Cross-subject Emotion Recognition
ICLR 2024
VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition
IJCAI 2024
BSTT: A Bayesian Spatial-Temporal Transformer for Sleep Staging
ICLR 2023
Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG
IJCAI 2023
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging
IJCAI 2021
GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification
IJCAI 2020