| Automatic Controllable Product Copywriting for E-Commerce | Jun 21, 2022 | Aspect ExtractionLanguage Modeling | CodeCode Available | 1 |
| Learning Backward Compatible Embeddings | Jun 7, 2022 | Fraud DetectionProduct Recommendation | CodeCode Available | 1 |
| Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models | Apr 22, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 |
| Automatic Facial Skin Feature Detection for Everyone | Mar 30, 2022 | Product Recommendation | —Unverified | 0 |
| Learning Neural Set Functions Under the Optimal Subset Oracle | Mar 3, 2022 | Anomaly DetectionDrug Discovery | CodeCode Available | 1 |
| Black-box Node Injection Attack for Graph Neural Networks | Feb 18, 2022 | Product Recommendation | CodeCode Available | 0 |
| RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph | Feb 12, 2022 | Product RecommendationRetrieval | —Unverified | 0 |
| Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning | Feb 7, 2022 | Graph EmbeddingKnowledge Graph Completion | —Unverified | 0 |
| Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters | Jan 16, 2022 | BIG-bench Machine LearningFinancial Analysis | —Unverified | 0 |
| Automatic Product Copywriting for E-Commerce | Dec 15, 2021 | Product RecommendationText Generation | —Unverified | 0 |
| Dynamic Inference | Nov 29, 2021 | Imitation LearningPrediction | —Unverified | 0 |
| Efficient Ensembles of Graph Neural Networks | Sep 29, 2021 | Ensemble LearningNetwork Pruning | —Unverified | 0 |
| Context-aware Retail Product Recommendation with Regularized Gradient Boosting | Sep 17, 2021 | Context Aware Product RecommendationProduct Recommendation | CodeCode Available | 0 |
| Semi-Supervised Visual Representation Learning for Fashion Compatibility | Sep 16, 2021 | Fashion UnderstandingProduct Recommendation | —Unverified | 0 |
| InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification | Sep 13, 2021 | Product Recommendationtext-classification | CodeCode Available | 0 |
| Cross-Market Product Recommendation | Sep 13, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| Data-Free Evaluation of User Contributions in Federated Learning | Aug 24, 2021 | Federated LearningProduct Recommendation | —Unverified | 0 |
| Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search | Aug 11, 2021 | Information Retrievalmodel | CodeCode Available | 0 |
| DECAF: Deep Extreme Classification with Label Features | Aug 1, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 |
| Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation | Jul 11, 2021 | Product RecommendationRecommendation Systems | —Unverified | 0 |
| SHORING: Design Provable Conditional High-Order Interaction Network via Symbolic Testing | Jul 3, 2021 | ManagementProduct Recommendation | —Unverified | 0 |
| Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation | Jun 7, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 |
| GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification | Apr 23, 2021 | ClassificationProduct Recommendation | CodeCode Available | 1 |
| Constraining Latent Space to Improve Deep Self-Supervised e-Commerce Products Embeddings for Downstream Tasks | Jan 1, 2021 | Product RecommendationTransfer Learning | —Unverified | 0 |
