Data Science & Analytics

Towards Faster Deep Collaborative Filtering via Hierarchical Decision Networks AAAI 2021 Towards Open-World Recommendation: An Inductive Model-based Collaborative Filtering Approach ICML 2021 Tracking Disease Outbreaks from Sparse Data with Bayesian Inference AAAI 2021 Traffic Flow Prediction with Vehicle Trajectories AAAI 2021 TrafficStream: A Streaming Traffic Flow Forecasting Framework Based on Graph Neural Networks and Continual Learning IJCAI 2021 Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021 Transfer Learning with Adaptive Online TrAdaBoost for Data Streams ACML 2021 TransFill: Reference-Guided Image Inpainting by Merging Multiple Color and Spatial Transformations CVPR 2021 Tripartite Collaborative Filtering with Observability and Selection for Debiasing Rating Estimation on Missing-Not-at-Random Data AAAI 2021 Twitter Event Summarization by Exploiting Semantic Terms and Graph Network AAAI 2021 Two Birds with One Stone: Series Saliency for Accurate and Interpretable Multivariate Time Series Forecasting IJCAI 2021 Two-Sided Fairness in Non-Personalised Recommendations (Student Abstract) AAAI 2021 Two-sided fairness in rankings via Lorenz dominance NeurIPS 2021 Two steps to risk sensitivity NeurIPS 2021 U-BERT: Pre-training User Representations for Improved Recommendation AAAI 2021 UL2C: Mapping User Locations to Countries on Arabic Twitter EACL 2021 Uncertain Time Series Classification IJCAI 2021 Uncovering the Acoustic Cues of COVID-19 Infection Interspeech 2021 Understanding who uses Reddit: Profiling individuals with a self-reported bipolar disorder diagnosis NAACL 2021 Unfolding-Model-Based Visualization: Theory, Method and Applications JMLR 2021 Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving EMNLP 2021 Unified Tensor Framework for Incomplete Multi-view Clustering and Missing-view Inferring AAAI 2021 Unsupervised Extractive Summarization-Based Representations for Accurate and Explainable Collaborative Filtering ACL 2021 Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders AAAI 2021 User-as-Graph: User Modeling with Heterogeneous Graph Pooling for News Recommendation IJCAI 2021