- Spatial and Temporal Data.- Temporalformer: A Temporal Decomposition Causal Transformer Network For Wind Power Forecasting.- MSCFNet: A Multi-Scale Spatial and Channel Fusion Network for Geological Environment Remote Sensing Interpreting.- TS-HCL: Hierarchical Layer-wise Contrastive Learning for Unsupervised Domain Adaptation on Time-Series.- Dynamic-Static Fusion for Spatial-Temporal Anomaly Detection and Interpretation in Multivariate Time Series.- MFCD:A deep learning method with fuzzy clustering for time series anomaly detection.- Graph Neural Network.- SBGMN: A Multi-View Sign Prediction Network for Bipartite Graphs.

- Product Anomaly Detection on Heterogeneous Graphs with Sparse Labels.- Generic and Scalable Detection of Risky Transactions Using Density Flows: Applications to Financial Networks.- Attributed Heterogeneous Graph Embedding with Meta-graph Attention.- Automated Multi-scale Contrastive Learning with Sample-awareness for Graph Classification.- CGAR: A Contrastive Graph Attention Residual Network for Enhanced Fake News Detection.- GCH: Graph contrastive Learning with Higher-order Networks.- LPRL-GCNN for Multi-Relation Link Prediction in Education.- Multi-view Graph Neural Network for Fair Representation Learning.

- MERGE: Multi-View Relationship Graph Network for Event-Driven Stock Movement Prediction.- Relation-Aware Heterogeneous Graph Neural Network for Fraud Detection.- Graph Mining.- Robust Local Community Search over Large Heterogeneous Information Networks.- Community discovery in social network via dual-technique.- CSGTM: Capsule Semantic Graph-Guided Latent Community Topics Discovery.- Efficient (α, β, γ)-Core Search in Bipartite Graphs Based on Bi-triangles.- Identifying Rank-happiness Maximizing Sets under Group Fairness Constraints.

- Reachability-Aware Fair Influence Maximization.- Towards Efficient Heuristic Graph Edge Coloring.- Tree and Graph based Two-Stages Routing for Approximate Nearest Neighbor Search.- Unbiasedly Estimate Temporal Katz Centrality and Identify Top-K Vertices in Streaming Graph.- Database System and Query Optimization.- Gar++: Natural Language to SQL Translation with Efficient Generate-and-Rank.- A Composable Architecture for Cloud Transactional DBMS.- Computing Minimum Subset Repair On Incomplete Data.

- Flutist: Parallelizing Transaction Processing for LSM-tree-based Relational Database.- Poplar: Partially-Ordered Parallel Logging for Lower Isolation Levels.- Table Embedding Models Based on Contrastive Learning for Improved Cardinality Estimation.