Stars
21
Forks
4
Language
Python
Last Updated
Nov 05, 2023
Similar Repos
| Repo | Language | Stars | Description | Updated At |
|---|---|---|---|---|
| Python | 20 | Code for "Graph Structure Learning with Variational Information Bottleneck" published in AAAI 2022 | May 12, 2023 | |
| Python | 18 | [WSDM'2023] "Heterogeneous Graph Contrastive Learning for Recommendation" | Apr 28, 2023 | |
| Python | 58 | [SIGIR'22] Knowledge Graph Contrastive Learning for Recommendation | May 19, 2023 | |
| Python | 57 | [ICLR'2023] "LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation" | Apr 28, 2023 | |
| Python | 8 | [ICDE 2022]Cross-Domain Recommendation to Cold-Start Users via Variational Information Bottleneck | Jun 01, 2022 | |
| Python | 3 | The complete codes of the paper "Multimodal Graph Contrastive Learning for Recommendation" | May 13, 2022 | |
| Python | 30 | Contrastive Learning for Cold-start Recommendation | May 01, 2022 | |
| Jupyter Notebook | 102 | Graph Information Bottleneck (GIB) for learning minimal sufficient structural and feature information using GNNs | Apr 08, 2023 | |
| Python | 12 | The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning". | May 08, 2023 | |
| Jupyter Notebook | 7 | Dynamic popularity-aware contrastive learning for recommendation | May 08, 2022 | |
| Python | 3 | brain data analysis and graph information bottleneck | Feb 19, 2024 | |
| CSS | 13 | Unsupervised Speech Decomposition via Triple Information Bottleneck | Mar 26, 2022 | |
| Python | 454 | Unsupervised Speech Decomposition Via Triple Information Bottleneck | Aug 30, 2022 | |
| Python | 7 | [WWW'2023] "Debiased Contrastive Learning for Sequential Recommendation" | Apr 20, 2023 | |
| Python | 2 | Deep Graph Contrastive Representation Learning | May 12, 2023 | |
| None | 3 | PyGCL: Graph Contrastive Learning Library for PyTorch | Mar 17, 2022 | |
| Jupyter Notebook | 53 | demonstration of the information bottleneck theory for deep learning | May 05, 2023 | |
| Python | 11 | Variational Information Bottleneck | Apr 03, 2022 | |
| Python | 18 | TKDE 22. CCCL: Contrastive Cascade Graph Learning. | Nov 12, 2022 | |
| Python | 12 | Neighbor Contrastive Learning on Learnable Graph Augmentation | Apr 18, 2023 | |
| C# | 5 | Learning graph data structure. | Apr 12, 2022 | |
| Python | 36 | The implementation of Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning (SIGIR 2021). | May 09, 2023 | |
| Python | 147 | Implementation of MolCLR: "Molecular Contrastive Learning of Representations via Graph Neural Networks" in PyG. | May 19, 2023 | |
| Python | 17 | Code for the CIKM2022 Paper "Explanation Guided Contrastive Learning for Sequential Recommendation" | Apr 21, 2023 | |
| Python | 5 | [WWW'2023] "Automated Spatio-Temporal Graph Contrastive Learning" | Apr 26, 2023 | |
| Python | 35 | Temporal Knowledge Graph Reasoning with Historical Contrastive Learning | May 07, 2023 | |
| Python | 2 | PyTorch implementation of Spiking Graph Contrastive Learning (SpikeGCL) | Oct 28, 2023 | |
| Python | 3 | PyTorch implementation of Blockwise Graph Contrastive Learning (BlockGCL) | Aug 01, 2023 | |
| Python | 100 | Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization | Aug 10, 2022 | |
| Python | 12 | Rethinking Bottleneck Structure for Efficient Mobile Network Design | Aug 12, 2022 | |
| Python | 2 | Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning | Jan 26, 2023 | |
| Python | 139 | Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning | Aug 20, 2022 | |
| Python | 59 | Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation. | May 07, 2023 | |
| Python | 232 | Hierarchical Graph Pooling with Structure Learning | Oct 04, 2022 | |
| Python | 80 | [WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation" | Aug 04, 2022 | |
| Python | 4 | Retrieve and Rerank for Automated ICD Coding via Contrastive Learning | Jan 22, 2024 | |
| Python | 3 | Code for "Self-organization Preserved Graph Structure Learning with Principle of Relevant Information" (AAAI 2023) | Apr 06, 2023 | |
| Python | 14 | The source code for "Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning". | Apr 20, 2023 | |
| None | 3 | [WWW 2023] Official repository for "Graph Self-supervised Learning with Augmentation-aware Contrastive Learning" | Aug 19, 2023 | |
| Python | 5 | This is our Pytorch implementation for the paper: "Meta-optimized Contrastive Learning for Sequential Recommendation". | Apr 22, 2023 | |
| None | 5 | Graph representation learning via GAN | Apr 10, 2023 | |
| Python | 5 | [WWW 2022] Zero-Shot Stance Detection via Contrastive Learning | May 01, 2022 | |
| Python | 30 | VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning | Jul 06, 2022 | |
| Python | 16 | The implement of papar "Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization" | Feb 02, 2023 | |
| Python | 10 | "Robust Attributed Graph Alignment via Joint Structure Learning and Optimal Transport" in ICDE 2023. | Apr 20, 2023 | |
| Python | 208 | Self-supervised contrastive learning for time series via time-frequency consistency | Apr 25, 2023 | |
| Python | 92 | Source code of AAAI21-Heterogeneous Graph Structure Learning for Graph Neural Networks | Apr 18, 2023 | |
| Python | 12 | Repo for Enhanced Seq2Seq Autoencoder via Contrastive Learning for Abstractive Text Summarization | Jul 04, 2022 | |
| Python | 2 | This is code for our WWWJ paper《HMGCL: Heterogeneous Multigraph Contrastive Learning for LBSN Friend Recommendation》 | Dec 28, 2023 | |
| Python | 32 | [ICML 2022] "ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning" | Apr 13, 2023 |