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

@inproceedings{aaai2021_learning_886,
  title = {{Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/10790-learning-modality-specific-representations-with-self-supervised-multi-task-learning-for-multimodal-sentiment-analysis/},
}

@inproceedings{cvpr2020_iterative_15711,
  title = {{Iterative Answer Prediction With Pointer-Augmented Multimodal Transformers for TextVQA}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{cvpr2023_decoupled_20727,
  title = {{Decoupled Multimodal Distilling for Emotion Recognition}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/21726},
}

@inproceedings{cvpr2021_progressive_17659,
  title = {{Progressive Modality Reinforcement for Human Multimodal Emotion Recognition From Unaligned Multimodal Sequences}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2021},
}

@inproceedings{aaai2023_bootstrapping_3197,
  title = {{Bootstrapping Multi-View Representations for Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/25670},
}

@inproceedings{aaai2021_noise_1068,
  title = {{Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2021},
  url = {https://aaai.org/papers/06644-noise-estimation-using-density-estimation-for-self-supervised-multimodal-learning/},
}

@inproceedings{cvpr2020_hypergraph_15665,
  title = {{Hypergraph Attention Networks for Multimodal Learning}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2020},
}

@inproceedings{aaai2025_dlf_8610,
  title = {{DLF: Disentangled-Language-Focused Multimodal Sentiment Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/35416},
}

@inproceedings{aaai2022_tailor_2810,
  title = {{Tailor Versatile Multi-Modal Learning for Multi-Label Emotion Recognition}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/09100-tailor-versatile-multi-modal-learning-for-multi-label-emotion-recognition/},
}

@inproceedings{cvpr2023_detecting_20779,
  title = {{Detecting and Grounding Multi-Modal Media Manipulation}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
  url = {https://cvpr.thecvf.com/virtual/2023/poster/22837},
}

@inproceedings{aaai2023_mutual_4221,
  title = {{Mutual-Enhanced Incongruity Learning Network for Multi-Modal Sarcasm Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26138},
}

@inproceedings{aaai2019_an_101749,
  title = {{An Efficient Approach to Informative Feature Extraction from Multimodal Data}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2019},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/4464},
}

@inproceedings{aaai2024_a_5079,
  title = {{A Unified Self-Distillation Framework for Multimodal Sentiment Analysis with Uncertain Missing Modalities}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/28871},
}

@inproceedings{aaai2023_see_4632,
  title = {{See How You Read? Multi-Reading Habits Fusion Reasoning for Multi-Modal Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2023},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/26609},
}

@inproceedings{cvpr2024_correlation_23050,
  title = {{Correlation-Decoupled Knowledge Distillation for Multimodal Sentiment Analysis with Incomplete Modalities}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2024},
  url = {https://cvpr.thecvf.com/virtual/2024/poster/31591},
}

@inproceedings{aaai2022_hierarchical_2193,
  title = {{Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2022},
  url = {https://aaai.org/papers/11676-hierarchical-cross-modality-semantic-correlation-learning-model-for-multimodal-summarization/},
}

@inproceedings{aaai2024_frequency_6050,
  title = {{Frequency Spectrum Is More Effective for Multimodal Representation and Fusion: A Multimodal Spectrum Rumor Detector}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29803},
}

@inproceedings{aaai2020_crisis_99977,
  title = {{Crisis-DIAS: Towards Multimodal Damage Analysis - Deployment, Challenges and Assessment}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2020},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/5369},
}

@inproceedings{cvpr2025_emoe_26059,
  title = {{EMOE: Modality-Specific Enhanced Dynamic Emotion Experts}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/33851},
}

@inproceedings{neurips2024_towards_73750,
  title = {{Towards Robust Multimodal Sentiment Analysis with Incomplete Data}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/93751},
}

@inproceedings{aaai2024_a_5048,
  title = {{A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29852},
}

@inproceedings{aaai2025_cognitioncapturer_8448,
  title = {{CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33587},
}

@inproceedings{aaai2025_external_9094,
  title = {{External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/31977},
}

@inproceedings{aaai2025_racmc_10457,
  title = {{RaCMC: Residual-Aware Compensation Network with Multi-Granularity Constraints for Fake News Detection}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32084},
}

@inproceedings{aaai2024_mm_6587,
  title = {{MM-TTS: Multi-Modal Prompt Based Style Transfer for Expressive Text-to-Speech Synthesis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2024},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/29769},
}

@inproceedings{aaai2025_a_7908,
  title = {{A Multi-Focus-Driven Multi-Branch Network for Robust Multimodal Sentiment Analysis}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32146},
}

@inproceedings{aaai2025_msamba_9872,
  title = {{MSAmba: Exploring Multimodal Sentiment Analysis with State Space Models}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/32120},
}

@inproceedings{cvpr2025_uncertain_27985,
  title = {{Uncertain Multimodal Intention and Emotion Understanding in the Wild}},
  booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year = {2025},
  url = {https://cvpr.thecvf.com/virtual/2025/poster/32718},
}

@inproceedings{neurips2024_toward_72630,
  title = {{Toward Robust Incomplete Multimodal Sentiment Analysis via Hierarchical Representation Learning}},
  booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
  year = {2024},
  url = {https://neurips.cc/virtual/2024/poster/94750},
}

@inproceedings{aaai2025_curriculum_8576,
  title = {{Curriculum Conditioned Diffusion for Multimodal Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33422},
}

@inproceedings{aaai2025_stair_10642,
  title = {{STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33407},
}

@inproceedings{aaai2025_doge_8615,
  title = {{DOGE: LLMs-Enhanced Hyper-Knowledge Graph Recommender for Multimodal Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/33351},
}

@inproceedings{aaai2026_capturing_106237,
  title = {{Capturing Dynamic User Interests Under Modality Imbalance for Multimodal Sequential Recommendation}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2026},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/38544},
}

@inproceedings{aaai2025_multi_10012,
  title = {{Multi-Granular Multimodal Clue Fusion for Meme Understanding}},
  booktitle = {AAAI Conference on Artificial Intelligence (AAAI)},
  year = {2025},
  url = {https://ojs.aaai.org/index.php/AAAI/article/view/34801},
}