% Key papers for Recommendation representation learning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages.

@inproceedings{aaai2019_deep_101830,
  title = {{Deep Interest Evolution Network for Click-Through Rate Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4545},
}

@inproceedings{aaai2016_vbpr_104730,
  title = {{VBPR: Visual Bayesian Personalized Ranking from Implicit Feedback}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/9973},
}

@inproceedings{aaai2020_knowing_103073,
  title = {{Knowing What, How and Why: A Near Complete Solution for Aspect-Based Sentiment Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/6383},
}

@inproceedings{aaai2018_atrank_102351,
  title = {{ATRank: An Attention-Based User Behavior Modeling Framework for Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11618},
}

@inproceedings{aaai2019_repeatnet_101693,
  title = {{RepeatNet: A Repeat Aware Neural Recommendation Machine for Session-Based Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4408},
}

@inproceedings{aaai2017_poi2vec_99791,
  title = {{POI2Vec: Geographical Latent Representation for Predicting Future Visitors}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2017},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10500},
}

@inproceedings{aaai2018_attention_105742,
  title = {{Attention-Based Transactional Context Embedding for Next-Item Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11851},
}

@inproceedings{aaai2019_dan_101834,
  title = {{DAN: Deep Attention Neural Network for News Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4549},
}

@inproceedings{aaai2019_deepcf_99676,
  title = {{DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3769},
}

@inproceedings{aaai2020_efficient_99728,
  title = {{Efficient Heterogeneous Collaborative Filtering without Negative Sampling for Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5329},
}

@inproceedings{aaai2016_improving_105219,
  title = {{Improving Opinion Aspect Extraction Using Semantic Similarity and Aspect Associations}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/10373},
}

@inproceedings{aaai2019_dynamic_99675,
  title = {{Dynamic Explainable Recommendation Based on Neural Attentive Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3768},
}

@inproceedings{aaai2021_fairness_599,
  title = {{Fairness-aware News Recommendation with Decomposed Adversarial Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04462-fairness-aware-news-recommendation-with-decomposed-adversarial-learning/},
}

@inproceedings{aaai2016_recommendation_104733,
  title = {{Recommendation with Social Dimensions}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2016},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/9976},
}

@inproceedings{aaai2019_multi_101801,
  title = {{Multi-Order Attentive Ranking Model for Sequential Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4516},
}

@inproceedings{aaai2021_u_1568,
  title = {{U-BERT: Pre-training User Representations for Improved Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/04320-u-bert-pre-training-user-representations-for-improved-recommendation/},
}

@inproceedings{aaai2018_social_99797,
  title = {{Social Recommendation with an Essential Preference Space}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2018},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/11245},
}

@inproceedings{aaai2023_finalmlp_3695,
  title = {{FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25577},
}

@inproceedings{neurips2023_recommender_67226,
  title = {{Recommender Systems with Generative Retrieval}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2023},
  url = {https://nips.cc/virtual/2023/poster/72488},
}

@inproceedings{aaai2019_transnfcm_99718,
  title = {{TransNFCM: Translation-Based Neural Fashion Compatibility Modeling}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/3811},
}

@inproceedings{aaai2024_learning_6436,
  title = {{Learning Accurate and Bidirectional Transformation via Dynamic Embedding Transportation for Cross-Domain Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28728},
}

@inproceedings{aaai2024_stem_7243,
  title = {{STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28749},
}

@inproceedings{aaai2024_learning_6489,
  title = {{Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28697},
}

@inproceedings{aaai2024_adaptive_5131,
  title = {{Adaptive Hardness Negative Sampling for Collaborative Filtering}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28709},
}

@inproceedings{aaai2024_vita_7741,
  title = {{VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28704},
}

@inproceedings{aaai2024_temporally_7519,
  title = {{Temporally and Distributionally Robust Optimization for Cold-Start Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28721},
}

@inproceedings{aaai2024_knowledge_6385,
  title = {{Knowledge-Aware Explainable Reciprocal Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28708},
}

@inproceedings{aaai2025_augmenting_8185,
  title = {{Augmenting Sequential Recommendation with Balanced Relevance and Diversity}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33258},
}

@inproceedings{neurips2024_end_70978,
  title = {{End-to-end Learnable Clustering for Intent Learning in Recommendation}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/96226},
}

@inproceedings{aaai2024_preference_6980,
  title = {{Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28763},
}

@inproceedings{aaai2024_practical_6975,
  title = {{Practical Sentiment Analysis for Education: The Power of Student Crowdsourcing}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/30356},
}

@inproceedings{aaai2024_dual_5762,
  title = {{Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28786},
}

@inproceedings{aaai2024_sega_7275,
  title = {{SeGA: Preference-Aware Self-Contrastive Learning with Prompts for Anomalous User Detection on Twitter}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/27752},
}

@inproceedings{aaai2025_multiple_10073,
  title = {{Multiple Purchase Chains with Negative Transfer Elimination for Multi-Behavior Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33275},
}

@inproceedings{aaai2024_at4ctr_5104,
  title = {{AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28725},
}

@inproceedings{aaai2024_trisampler_7655,
  title = {{TriSampler: A Better Negative Sampling Principle for Dense Retrieval}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28779},
}

@inproceedings{aaai2025_future_9259,
  title = {{Future Sight and Tough Fights: Revolutionizing Sequential Recommendation with FENRec}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33287},
}

@inproceedings{aaai2025_befa_8238,
  title = {{BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33266},
}

@inproceedings{aaai2025_enhancing_8969,
  title = {{Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33248},
}

@inproceedings{aaai2024_corerec_5511,
  title = {{CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28711},
}