11 citations · 17 across the 7 of their papers we have counts for
8 papers
GTC: GNN-Transformer Co-contrastive Learning for Self-supervised Heterogeneous Graph Representation
Yundong Sun, Dongjie Zhu, Yansong Wang +1
Graph Neural Networks (GNNs) have emerged as the most powerful weapon for various graph tasks due to the message-passing mechanism's great local information aggregation ability. Ho…
SpikeGraphormer: A High-Performance Graph Transformer with Spiking Graph Attention
Yundong Sun, Dongjie Zhu, Yansong Wang +3
Recently, Graph Transformers have emerged as a promising solution to alleviate the inherent limitations of Graph Neural Networks (GNNs) and enhance graph representation performance…
Spectrum-BERT: Pre-training of Deep Bidirectional Transformers for Spectral Classification of Chinese Liquors
Yansong Wang, Yundong Sun, Yansheng Fu +2
Spectral detection technology, as a non-invasive method for rapid detection of substances, combined with deep learning algorithms, has been widely used in food detection. However,…
SCAI: A Spectral data Classification framework with Adaptive Inference for the IoT platform
Yundong Sun, Dongjie Zhu, Haiwen Du +2
Currently, it is a hot research topic to realize accurate, efficient, and real-time identification of massive spectral data with the help of deep learning and IoT technology. Deep…
Motifs-based Recommender System via Hypergraph Convolution and Contrastive Learning
Yundong Sun, Dongjie Zhu, Haiwen Du +1
Recently, leveraging different channels to model social semantic information and using self-supervised learning tasks to boost recommendation performance has been proven to be a ve…
MHNF: Multi-hop Heterogeneous Neighborhood information Fusion graph representation learning
Yundong Sun, Dongjie Zhu, Haiwen Du +1
The attention mechanism enables graph neural networks (GNNs) to learn the attention weights between the target node and its one-hop neighbors, thereby improving the performance fur…
Leader Confirmation Replication for Millisecond Consensus in Private Chains
Dongjie Zhu, Haiwen Du, Yundong Sun +1
The private chain-based Internet of Things (IoT) system ensures the security of cross-organizational data sharing. As a widely used consensus model in private chains, the leader-ba…
CTDGM: A Data Grouping Model Based on Cache Transaction for Unstructured Data Storage Systems
Dongjie Zhu, Haiwen Du, Yundong Sun +1
Cache prefetching technology has become the mainstream data access optimization strategy in the data centers. However, the rapidly increasing of unstructured data generates massive…