| Enhancing CTR Prediction with Context-Aware Feature Representation Learning | Apr 19, 2022 | Click-Through Rate PredictionRepresentation Learning | CodeCode Available | 1 | 5 |
| GIFT: Graph-guIded Feature Transfer for Cold-Start Video Click-Through Rate Prediction | Feb 21, 2022 | Click-Through Rate Prediction | CodeCode Available | 1 | 5 |
| CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation | Dec 13, 2021 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| Real World Large Scale Recommendation Systems Reproducibility and Smooth Activations | Feb 14, 2022 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| GraphHash: Graph Clustering Enables Parameter Efficiency in Recommender Systems | Dec 23, 2024 | Click-Through Rate PredictionClustering | CodeCode Available | 1 | 5 |
| FiBiNet++: Reducing Model Size by Low Rank Feature Interaction Layer for CTR Prediction | Sep 12, 2022 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| Knowledge Graph Convolutional Networks for Recommender Systems | Mar 18, 2019 | Click-Through Rate PredictionCollaborative Filtering | CodeCode Available | 1 | 5 |
| CL4CTR: A Contrastive Learning Framework for CTR Prediction | Dec 1, 2022 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| FiBiNET: Combining Feature Importance and Bilinear feature Interaction for Click-Through Rate Prediction | May 23, 2019 | Click-Through Rate PredictionFeature Importance | CodeCode Available | 1 | 5 |
| RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems | Mar 9, 2018 | Click-Through Rate PredictionCollaborative Filtering | CodeCode Available | 1 | 5 |
| Temporal Interest Network for User Response Prediction | Aug 15, 2023 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
| TF4CTR: Twin Focus Framework for CTR Prediction via Adaptive Sample Differentiation | May 6, 2024 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| Clicks can be Cheating: Counterfactual Recommendation for Mitigating Clickbait Issue | Sep 21, 2020 | Click-Through Rate Predictioncounterfactual | CodeCode Available | 1 | 5 |
| FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction | Oct 30, 2023 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction | Oct 12, 2019 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 1 | 5 |
| CETN: Contrast-enhanced Through Network for CTR Prediction | Dec 15, 2023 | Click-Through Rate PredictionContrastive Learning | CodeCode Available | 1 | 5 |
| FINT: Field-aware INTeraction Neural Network For CTR Prediction | Jul 5, 2021 | Click-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Clustering the Sketch: A Novel Approach to Embedding Table Compression | Oct 12, 2022 | Click-Through Rate PredictionClustering | CodeCode Available | 1 | 5 |
| BARS-CTR: Open Benchmarking for Click-Through Rate Prediction | Sep 12, 2020 | BenchmarkingClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction | Aug 1, 2023 | Click-Through Rate PredictionEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| DCN V2: Improved Deep & Cross Network and Practical Lessons for Web-scale Learning to Rank Systems | Aug 19, 2020 | Click-Through Rate PredictionLearning-To-Rank | CodeCode Available | 1 | 5 |
| CowClip: Reducing CTR Prediction Model Training Time from 12 hours to 10 minutes on 1 GPU | Apr 13, 2022 | Click-Through Rate PredictionGPU | CodeCode Available | 1 | 5 |
| Causal Inference in Recommender Systems: A Survey and Future Directions | Aug 26, 2022 | Causal InferenceClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Helen: Optimizing CTR Prediction Models with Frequency-wise Hessian Eigenvalue Regularization | Feb 23, 2024 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
| Optimizing Feature Set for Click-Through Rate Prediction | Jan 26, 2023 | Click-Through Rate PredictionPrediction | CodeCode Available | 1 | 5 |
