Shiji Zhou

Non-destructive degradation pattern decoupling for early battery trajectory prediction <i>via</i> physics-informed learning

Shengyu Tao, Mengtian Zhang, Zixi Zhao et al. · Energy & Environmental Science · 2025 · 45 citations · Full text

Active Gradual Domain Adaptation: Dataset and Approach

Shiji Zhou, Lianzhe Wang, Shanghang Zhang et al. · IEEE Transactions on Multimedia · 2022 · 24 citations

Artificial Intelligence, Few-shot Learning, Deep Neural Networks +15

Caching in Dynamic Environments: A Near-Optimal Online Learning Approach

Shiji Zhou, Zhi Wang, Chenghao Hu et al. · IEEE Transactions on Multimedia · 2021 · 20 citations

Not All Low-Pass Filters are Robust in Graph Convolutional Networks

Heng Chang, Yu Rong, Tingyang Xu et al. · Neural Information Processing Systems · 2021 · 19 citations

Graph Sparsity, Graph Neural Network, Graph Convolutional Networks +8

Revisiting Adversarial Attacks on Graph Neural Networks for Graph Classification

Xin Wang, Heng Chang, Beini Xie et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 17 citations