Publication

Graph Component Contrastive Learning for Concept Relatedness Estimation   (AAAI 2023)

DOI: https://arxiv.org/abs/2206.12556

Spectral Feature Augmentation for Graph Contrastive Learning and Beyond   (AAAI 2023)

DOI: https://doi.org/10.48550/arXiv.2212.01026

Multimodality in Meta-Learning: A Comprehensive Survey   (Knowledge-Based Systems)

DOI: https://doi.org/10.1016/j.knosys.2022.108976

Momentum Contrastive Pre-training for Question Answering   (EMNLP 2022)

DOI: https://aclanthology.org/2022.emnlp-main.291

Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization   (AAAI 2022)

DOI: https://doi.org/10.1609/aaai.v36i10.21385

Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation   (KDD 2022)

DOI: https://doi.org/10.1145/3534678.3539452

Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification   (KDD 2022)

DOI: https://doi.org/10.1145/3534678.3539332

Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation   (WSDM 2022)

DOI: https://doi.org/10.1145/3488560.3498419

HICF: Hyperbolic Informative Collaborative Filtering   (KDD 2022)

DOI: https://doi.org/10.1145/3534678.3539475

HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization   (TheWebConf 2022)

DOI: https://doi.org/10.1145/3485447.3512118

COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning   (KDD 2022)

DOI: https://doi.org/10.1145/3534678.3539425

Graph-adaptive Rectified Linear Unit for Graph Neural Networks   (TheWebConf 2022)

DOI: https://doi.org/10.1145/3485447.3512159

DeepCURATER: Deep Learning for CoURse And Teaching Evaluation and Review   (TALE 2021)

DOI: https://10.1109/TALE52509.2021.9678633

Semi-supervised Multi-label Learning for Graph-structured Data   (CIKM 2021)

DOI: https://doi.org/10.1145/3459637.3482391

Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation   (ICDE 2021)

DOI: https://10.1109/ICDE53745.2022.00027

MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding  

DOI: 10.1145/3366423.3380297