% Key papers for Contrastive learning with negatives and views (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2022_autogcl_1762,
  title = {{AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/08892-autogcl-automated-graph-contrastive-learning-via-learnable-view-generators/},
}

@inproceedings{aaai2021_contrastive_321,
  title = {{Contrastive Self-supervised Learning for Graph Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/10824-contrastive-self-supervised-learning-for-graph-classification/},
}

@inproceedings{aaai2023_cluster_3262,
  title = {{Cluster-Guided Contrastive Graph Clustering Network}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26285},
}

@inproceedings{aaai2022_simple_2751,
  title = {{Simple Unsupervised Graph Representation Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/07797-simple-unsupervised-graph-representation-learning/},
}

@inproceedings{iclr2023_lightgcl_32292,
  title = {{LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/11723},
}

@inproceedings{aaai2023_multi_4202,
  title = {{Multi-Relational Contrastive Learning Graph Neural Network for Drug-Drug Interaction Event Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25665},
}

@inproceedings{icml2022_progcl_41033,
  title = {{ProGCL: Rethinking Hard Negative Mining in Graph Contrastive Learning}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2022},
  url = {https://icml.cc/virtual/2022/poster/17577},
}

@inproceedings{neurips2021_disentangled_61640,
  title = {{Disentangled Contrastive Learning on Graphs}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/28331},
}

@inproceedings{neurips2021_infogcl_61335,
  title = {{InfoGCL: Information-Aware Graph Contrastive Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/27074},
}

@inproceedings{aaai2022_sail_2664,
  title = {{SAIL: Self-Augmented Graph Contrastive Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/08927-sail-self-augmented-graph-contrastive-learning/},
}

@inproceedings{aaai2024_improved_6284,
  title = {{Improved Graph Contrastive Learning for Short Text Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29835},
}

@inproceedings{neurips2021_contrastive_62935,
  title = {{Contrastive Laplacian Eigenmaps}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2021},
  url = {https://nips.cc/virtual/2021/poster/26953},
}

@inproceedings{aaai2024_patch_6934,
  title = {{Patch-Wise Graph Contrastive Learning for Image Translation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29199},
}

@inproceedings{aaai2024_sterling_7416,
  title = {{Sterling: Synergistic Representation Learning on Bipartite Graphs}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29195},
}

@inproceedings{iclr2023_graph_32528,
  title = {{Graph Contrastive Learning for Skeleton-based Action Recognition}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
  url = {https://iclr.cc/virtual/2023/poster/12137},
}

@inproceedings{aaai2023_wiener_4972,
  title = {{Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25870},
}

@inproceedings{aaai2024_rethinking_7129,
  title = {{Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29177},
}

@inproceedings{aaai2024_review_7145,
  title = {{Review-Enhanced Hierarchical Contrastive Learning for Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28761},
}

@inproceedings{aaai2025_big_8215,
  title = {{BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32149},
}

@inproceedings{aaai2025_loha_9685,
  title = {{LOHA: Direct Graph Spectral Contrastive Learning Between Low-Pass and High-Pass Views}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33473},
}

@inproceedings{aaai2025_a_7925,
  title = {{A Simple Graph Contrastive Learning Framework for Short Text Classification}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34093},
}

@inproceedings{iclr2024_a_34225,
  title = {{A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18850},
}

@inproceedings{aaai2025_graph_9368,
  title = {{Graph Structure Refinement with Energy-based Contrastive Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34388},
}

@inproceedings{neurips2024_road_73301,
  title = {{Road Network Representation Learning with the Third Law of Geography}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94142},
}

@inproceedings{neurips2024_fug_72466,
  title = {{FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94892},
}

@inproceedings{aaai2026_stage_106388,
  title = {{Stage-Aware Graph Contrastive Learning with Node-oriented Mixture of Experts}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38695},
}

@inproceedings{aaai2025_graph_9366,
  title = {{Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35440},
}

@inproceedings{iclr2024_structcomp_34696,
  title = {{StructComp: Substituting propagation with Structural Compression in Training Graph Contrastive Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2024},
  url = {https://iclr.cc/virtual/2024/poster/18378},
}

@inproceedings{icml2025_hgot_48323,
  title = {{HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2025},
  url = {https://icml.cc/virtual/2025/poster/44292},
}

@inproceedings{icml2026_rethinking_55040,
  title = {{Rethinking Contrastive Learning for Graph Collaborative Filtering: Limitations and a Simple Remedy}},
  booktitle = {International Conference on Machine Learning (ICML)},
  year = {2026},
  url = {https://openreview.net/forum?id=v2rdJBVVEt},
}

@inproceedings{neurips2025_negative_78419,
  title = {{Negative Feedback Really Matters: Signed Dual-Channel Graph Contrastive Learning Framework for Recommendation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=eQ79kT0QY1},
}

@inproceedings{neurips2025_path_80208,
  title = {{Path-Enhanced Contrastive Learning for Recommendation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2025},
  url = {https://openreview.net/forum?id=xKmlBQhgI4},
}

@inproceedings{iclr2025_structural_84046,
  title = {{Structural-Entropy-Based Sample Selection for Efficient and Effective Learning}},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2025},
  url = {https://iclr.cc/virtual/2025/poster/27779},
}