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← Authors

Ziyu Jia

13 papers · 2020–2026 · 3 conferences · across top CS/AI conferences

Achievements

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+8 more ↓ 🌍 Conference Polyglot (2) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12)
🌉 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

Chenyu Liu (2) XINLIANG ZHOU (2) Heng Liang (2) Youfang Lin (2) Yang Liu (2) Zhengri Zhu (2) Liming Zhai (2) Tianzi Jiang (2) Jing Wang (2) Chenyang Zhou (1)

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