Applications

Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation COLING 2022 Bridging Recommendation and Marketing via Recurrent Intensity Modeling ICLR 2022 Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022 Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever NeurIPS 2022 Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking EMNLP 2022 Classification without (Proper) Representation: Political Heterogeneity in Social Media and Its Implications for Classification and Behavioral Analysis ACL 2022 Clustering Plotted Data by Image Segmentation CVPR 2022 College Student Retention Risk Analysis from Educational Database Using Multi-Task Multi-Modal Neural Fusion AAAI 2022 Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022 Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022 Community detection in sparse latent space models JMLR 2022 Community Recovery in the Degree-Heterogeneous Stochastic Block Model COLT 2022 Community Topic: Topic Model Inference by Consecutive Word Community Discovery COLING 2022 Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022 ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild NeurIPS 2022 Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions NeurIPS 2022 Conspiracy Narratives in the Protest Movement Against COVID-19 Restrictions in Germany. A Long-term Content Analysis of Telegram Chat Groups. EMNLP 2022 Construction of Hierarchical Structured Knowledge-based Recommendation Dialogue Dataset and Dialogue System ACL 2022 Contextualizing Emerging Trends in Financial News Articles EMNLP 2022 Context Uncertainty in Contextual Bandits with Applications to Recommender Systems AAAI 2022 Contrastive Graph Structure Learning via Information Bottleneck for Recommendation NeurIPS 2022 Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022 Controlling Epidemic Spread using Probabilistic Diffusion Models on Networks AISTATS 2022 Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract) AAAI 2022 Convergence and Recovery Guarantees of the K-Subspaces Method for Subspace Clustering ICML 2022