Ziyu Jia
13 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12)
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Interdisciplinary Bridge
🌍
Conference Polyglot
(2)
🏆
Keyword Champion
(4)
🧬
Topic Evolution
🗃️
Keyword Collector
(54)
📈
Trend Setter
💎
Century Club
(12)
⚡
Prolific Year
(5)
Conferences
IJCAI (9)
ICLR (3)
AAAI (1)
Top co-authors
Keywords
sleep stage classification
(4)
graph neural network
(4)
emotion recognition
(3)
knowledge distillation
(2)
sleep staging
(2)
variational inference
(1)
self-attention mechanism
(1)
catastrophic forgetting
(1)
medical imaging
(1)
prototype learning
(1)
attention mechanism
(1)
feature learning
(1)
brain connectivity
(1)
cross-modal learning
(1)
multi-modal learning
(1)
test-time adaptation
(1)
u-net architecture
(1)
variational bayesian
(1)
eeg signal processing
(1)
domain adaptation
(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
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging
IJCAI 2025
SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination
ICLR 2025
Multi-level Disentangling Network for Cross-Subject Emotion Recognition Based on Multimodal Physiological Signals
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
SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting
IJCAI 2024
ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification
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