| TaxoExpan: Self-supervised Taxonomy Expansion with Position-Enhanced Graph Neural Network | Jan 26, 2020 | Graph Neural NetworkPosition | CodeCode Available | 1 | 5 |
| RetailSynth: Synthetic Data Generation for Retail AI Systems Evaluation | Dec 21, 2023 | BenchmarkingProduct Recommendation | CodeCode Available | 1 | 5 |
| FeatInsight: An Online ML Feature Management System on 4Paradigm Sage-Studio Platform | Apr 1, 2025 | Fraud DetectionManagement | CodeCode Available | 1 | 5 |
| BERT Goes Shopping: Comparing Distributional Models for Product Representations | Dec 17, 2020 | Language ModellingProduct Recommendation | CodeCode Available | 1 | 5 |
| Leveraging Tripartite Interaction Information from Live Stream E-Commerce for Improving Product Recommendation | Jun 7, 2021 | Graph Neural NetworkMulti-Task Learning | CodeCode Available | 1 | 5 |
| Gated Attentive-Autoencoder for Content-Aware Recommendation | Dec 7, 2018 | Product RecommendationRecommendation Systems | CodeCode Available | 1 | 5 |
| Automatic Controllable Product Copywriting for E-Commerce | Jun 21, 2022 | Aspect ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| A Tutorial on Thompson Sampling | Jul 7, 2017 | Active LearningProduct Recommendation | CodeCode Available | 1 | 5 |
| GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification | Apr 23, 2021 | ClassificationProduct Recommendation | CodeCode Available | 1 | 5 |
| ECLARE: Extreme Classification with Label Graph Correlations | Jul 31, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| Using LLMs for the Extraction and Normalization of Product Attribute Values | Mar 4, 2024 | AttributeAttribute Value Extraction | CodeCode Available | 1 | 5 |
| Scaling Session-Based Transformer Recommendations using Optimized Negative Sampling and Loss Functions | Jul 27, 2023 | Product RecommendationRecommendation Systems | CodeCode Available | 1 | 5 |
| Multi-modal Extreme Classification | Sep 10, 2023 | ClassificationProduct Recommendation | CodeCode Available | 1 | 5 |
| Representation Learning for Attributed Multiplex Heterogeneous Network | May 5, 2019 | Graph EmbeddingInductive Learning | CodeCode Available | 1 | 5 |
| DECAF: Deep Extreme Classification with Label Features | Aug 1, 2021 | ClassificationExtreme Multi-Label Classification | CodeCode Available | 1 | 5 |
| Learning Neural Set Functions Under the Optimal Subset Oracle | Mar 3, 2022 | Anomaly DetectionDrug Discovery | CodeCode Available | 1 | 5 |
| Cross-Market Product Recommendation | Sep 13, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 | 5 |
| Learning Backward Compatible Embeddings | Jun 7, 2022 | Fraud DetectionProduct Recommendation | CodeCode Available | 1 | 5 |
| Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinforcement Learning | Nov 19, 2022 | Product Recommendation | CodeCode Available | 1 | 5 |
| Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search | Aug 11, 2021 | Information Retrievalmodel | CodeCode Available | 0 | 5 |
| Black-box Node Injection Attack for Graph Neural Networks | Feb 18, 2022 | Product Recommendation | CodeCode Available | 0 | 5 |
| Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation | Jul 19, 2023 | Product RecommendationSession-Based Recommendations | CodeCode Available | 0 | 5 |
| Balancing Fairness and Accuracy in Sentiment Detection using Multiple Black Box Models | Apr 22, 2022 | FairnessInformation Retrieval | CodeCode Available | 0 | 5 |
| Robust Graph Representation Learning via Neural Sparsification | Jan 1, 2020 | Fraud DetectionGraph Representation Learning | CodeCode Available | 0 | 5 |
| StealthRank: LLM Ranking Manipulation via Stealthy Prompt Optimization | Apr 8, 2025 | Adversarial TextInformation Retrieval | CodeCode Available | 0 | 5 |
| RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising | Aug 2, 2018 | Product RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| MILDNet: A Lightweight Single Scaled Deep Ranking Architecture | Mar 3, 2019 | Fine-Grained Visual RecognitionImage Retrieval | CodeCode Available | 0 | 5 |
| Recommender systems and reinforcement learning for human-building interaction and context-aware support: A text mining-driven review of scientific literature | Nov 13, 2024 | ArticlesCollaborative Filtering | CodeCode Available | 0 | 5 |
| Product Information Extraction using ChatGPT | Jun 23, 2023 | AttributeLanguage Modeling | CodeCode Available | 0 | 5 |
| Distributed Learning of Deep Neural Networks using Independent Subnet Training | Oct 4, 2019 | BIG-bench Machine LearningImage Classification | CodeCode Available | 0 | 5 |
| Logo-2K+: A Large-Scale Logo Dataset for Scalable Logo Classification | Nov 11, 2019 | 2kClassification | CodeCode Available | 0 | 5 |
| Low-Rank Factorization of Determinantal Point Processes for Recommendation | Feb 17, 2016 | DiversityPoint Processes | CodeCode Available | 0 | 5 |
| A Usage-centric Take on Intent Understanding in E-Commerce | Feb 22, 2024 | Product Recommendation | CodeCode Available | 0 | 5 |
| Adaptive Sequence Submodularity | Feb 15, 2019 | Decision MakingLink Prediction | CodeCode Available | 0 | 5 |
| Harnessing the Power of Semi-Structured Knowledge and LLMs with Triplet-Based Prefiltering for Question Answering | Sep 1, 2024 | Information RetrievalProduct Recommendation | CodeCode Available | 0 | 5 |
| Complete the Look: Scene-based Complementary Product Recommendation | Dec 4, 2018 | Product Recommendation | CodeCode Available | 0 | 5 |
| Context-aware Retail Product Recommendation with Regularized Gradient Boosting | Sep 17, 2021 | Context Aware Product RecommendationProduct Recommendation | CodeCode Available | 0 | 5 |
| InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification | Sep 13, 2021 | Product Recommendationtext-classification | CodeCode Available | 0 | 5 |
| Estimating Heterogeneous Treatment Effects by Combining Weak Instruments and Observational Data | Jun 10, 2024 | Product Recommendation | CodeCode Available | 0 | 5 |
| Learning Compatibility Across Categories for Heterogeneous Item Recommendation | Mar 31, 2016 | Product RecommendationRecommendation Systems | CodeCode Available | 0 | 5 |
| Retrieving Similar E-Commerce Images Using Deep Learning | Jan 11, 2019 | Deep LearningFine-Grained Visual Recognition | CodeCode Available | 0 | 5 |
| Cascading Multiway Attentions for Document-level Sentiment Classification | Nov 1, 2017 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Camera Fingerprint: A New Perspective for Identifying User's Identity | Oct 25, 2016 | Product RecommendationUser Identification | —Unverified | 0 | 0 |
| Amplifying Aspect-Sentence Awareness: A Novel Approach for Aspect-Based Sentiment Analysis | May 14, 2024 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 | 0 |
| Blocking Bandits | Jul 27, 2019 | BlockingProduct Recommendation | —Unverified | 0 | 0 |
| A Meta-Learning Perspective on Cold-Start Recommendations for Items | Dec 1, 2017 | Meta-LearningProduct Recommendation | —Unverified | 0 | 0 |
| Adaptive Multi-view Rule Discovery for Weakly-Supervised Compatible Products Prediction | Jun 28, 2022 | AttributeLanguage Modeling | —Unverified | 0 | 0 |
| BicliqueEncoder: An Efficient Method for Link Prediction in Bipartite Networks using Formal Concept Analysis and Transformer Encoder | Mar 6, 2025 | Link PredictionPrediction | —Unverified | 0 | 0 |
| Bias Beware: The Impact of Cognitive Biases on LLM-Driven Product Recommendations | Feb 3, 2025 | Product Recommendation | —Unverified | 0 | 0 |
| Efficient Ensembles of Graph Neural Networks | Sep 29, 2021 | Ensemble LearningNetwork Pruning | —Unverified | 0 | 0 |
