Spear and Shield: Adversarial Attacks and Defense Methods for Model-Based Link Prediction on Continuous-Time Dynamic Graphs

Tackling Complex Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More

VITA: 'Carefully Chosen and Weighted Less' Is Better in Medication Recommendation

VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation

DPGS: Degree-Preserving Graph Summarization

Efficient Neural Network Approximation of Robust PCA for Automated Analysis of Calcium Imaging Data

How Do Hyperedges Overlap in Real-World Hypergraphs? - Patterns, Measures, and Generators

PREMERE: Meta-Reweighting via Self-Ensembling for Point-of-Interest Recommendation

Robust Factorization of Real-world Tensor Streams with Patterns, Missing Values, and Outliers

SliceNStitch: Continuous CP Decomposition of Sparse Tensor Streams