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40 repositories
- [WSDM 2024] GAD-NR : Graph Anomaly Detection via Neighborhood Reconstruction
- Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
- LayerDAG: A Layerwise Autoregressive Diffusion Model of Directed Acyclic Graphs
SGD_unlearning
Public- PvGaLM is a novel privacy-preserving pipeline for relational learning.
Langevin_unlearning
PublicGAD-EBM
Public[NeurIPS 2023 : GLFRONTIERS Workshop] GAD-EBM : Graph Anomaly Detection using Energy-Based ModelsGraphMaker
Public[TMLR] GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?ED-HNN
Public[ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan LiHEPT
Public[ICML'24 Oral] LSH-Based Efficient Point Transformer (HEPT)Pair-Align
PublicGSSC
PublicGESS
PublicMulti-q-Maglap
PublicNLB
PublicGSAT
Public[ICML 2022] Graph Stochastic Attention (GSAT) for interpretable and generalizable graph learning.DIG_MILP
PublicSUREL_Plus
Public[VLDB'23] SUREL+ is a novel set-based computation framework for scalable subgraph-based graph representation learning.LRI
Public[ICLR 2023] Learnable Randomness Injection (LRI) for interpretable Geometric Deep Learning.StruRW
PublicPEG
PublicMeta_CO
PublicSUREL
Public[VLDB'22] SUREL is a novel walk-based computation framework for efficient subgraph-based graph representation learning.CO_ProxyDesign
Public