AAAI Conference on Artificial Intelligence
Fraction of papers covering each topic over time
Topics over-represented at AAAI vs. the field average (2025)
| Year | Title | Citations | Links |
|---|---|---|---|
| 2020 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | 6,474 | S2 · arXiv |
| 2019 | Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression | 4,581 | S2 · arXiv |
| 2019 | CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and Expert Comparison | 3,148 | S2 · arXiv |
| 2022 | Are Transformers Effective for Time Series Forecasting? | 3,111 | S2 · arXiv |
| 2019 | Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting | 2,889 | S2 |
| 2019 | PIQA: Reasoning about Physical Commonsense in Natural Language | 2,653 | S2 · arXiv |
| 2019 | TabNet: Attentive Interpretable Tabular Learning | 1,900 | S2 · arXiv |
| 2019 | GMAN: A Graph Multi-Attention Network for Traffic Prediction | 1,732 | S2 · arXiv |
| 2019 | FFA-Net: Feature Fusion Attention Network for Single Image Dehazing | 1,704 | S2 · arXiv |
| 2020 | Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting | 1,556 | S2 |
| 2023 | T2I-Adapter: Learning Adapters to Dig out More Controllable Ability for Text-to-Image Diffusion Models | 1,467 | S2 · arXiv |
| 2019 | EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs | 1,329 | S2 · arXiv |
| 2019 | Improved Knowledge Distillation via Teacher Assistant | 1,295 | S2 · arXiv |
| 2019 | Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View | 1,294 | S2 · arXiv |
| 2019 | Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment | 1,272 | S2 · arXiv |
| 2021 | Graph Neural Network-Based Anomaly Detection in Multivariate Time Series | 1,202 | S2 · arXiv |
| 2023 | Graph of Thoughts: Solving Elaborate Problems with Large Language Models | 1,124 | S2 · arXiv |
| 2020 | Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection | 1,074 | S2 · arXiv |
| 2019 | R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object | 1,070 | S2 · arXiv |
| 2021 | UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer | 1,045 | S2 · arXiv |