Ziyu Jia

Institute of Automation , Chinese Academy of Sciences

10 papers in the IJCAI proceedings

IJCAI 2026

FedGLoRA: Grassmann-Manifold Federated Learning via Dual LoRA for Large EEG Models

with Qianyu Chen, Yihao Zhong, Runxuan Tang, Tianyi Zhang, Jing Liu, Chenyu Liu

doi:10.24963/ijcai.2026/398

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IJCAI 2025

A Cross-Modal Densely Guided Knowledge Distillation Based on Modality Rebalancing Strategy for Enhanced Unimodal Emotion Recognition

with Shuang Wu, Heng Liang, Yong Zhang, Yanlin Chen

doi:10.24963/ijcai.2025/472

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ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging

with Jingying Ma, Qika Lin, Mengling Feng

doi:10.24963/ijcai.2025/466

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IJCAI 2024

ATTA: Adaptive Test-Time Adaptation for Multi-Modal Sleep Stage Classification

with Xihao Yang, Chenyang Zhou, Haoyang Deng, Tianzi Jiang

doi:10.24963/ijcai.2024/650

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Multi-level Disentangling Network for Cross-Subject Emotion Recognition Based on Multimodal Physiological Signals

with Fengming Zhao, Yuzhe Guo, Hairong Chen, Tianzi Jiang

doi:10.24963/ijcai.2024/340

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SDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting

with Ziyu Zhou, Gengyu Lyu, Yiming Huang, Zihao Wang, Zhen Yang

doi:10.24963/ijcai.2024/629

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VSGT: Variational Spatial and Gaussian Temporal Graph Models for EEG-based Emotion Recognition

with Chenyu Liu, Xinliang Zhou, Jiaping Xiao, Zhengri Zhu, Liming Zhai, Yang Liu

doi:10.24963/ijcai.2024/341

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IJCAI 2023

Teacher Assistant-Based Knowledge Distillation Extracting Multi-level Features on Single Channel Sleep EEG

with Heng Liang, Yucheng Liu, Haichao Wang

doi:10.24963/ijcai.2023/439

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IJCAI 2021

SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging

with Youfang Lin, Jing Wang, Xuehui Wang, Peiyi Xie, Yingbin Zhang

doi:10.24963/ijcai.2021/360

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IJCAI 2020

GraphSleepNet: Adaptive Spatial-Temporal Graph Convolutional Networks for Sleep Stage Classification

with Youfang Lin, Jing Wang, Ronghao Zhou, Xiaojun Ning, Yuanlai He, Yaoshuai Zhao

doi:10.24963/ijcai.2020/184

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Future Conferences

AI Journal Division

IJCAI Proceedings