Data Science & Analytics

GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning IJCAI 2022 GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract) AAAI 2022 GT-GAN: General Purpose Time Series Synthesis with Generative Adversarial Networks NeurIPS 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022 HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation IJCAI 2022 Heterogeneous Peer Effects in the Linear Threshold Model AAAI 2022 Hierarchical Multi-Supervision Multi-Interaction Graph Attention Network for Multi-Camera Pedestrian Trajectory Prediction AAAI 2022 How to Do Things without Words: Modeling Semantic Drift of Emoji EMNLP 2022 Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation ACL 2022 Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract) AAAI 2022 HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data ACL 2022 Hypergraph Modeling via Spectral Embedding Connection: Hypergraph Cut, Weighted Kernel k-Means, and Heat Kernel AAAI 2022 Identifying Early Warning Signals from News Using Network Community Detection AAAI 2022 Identifying Moments of Change from Longitudinal User Text ACL 2022 Idiosyncratic lingual articulation of American English /æ/ and /ɑ/ using network analysis Interspeech 2022 Improved Coresets for Euclidean k-Means NeurIPS 2022 Improving Personalized Explanation Generation through Visualization ACL 2022 Improving Relevance Quality in Product Search using High-Precision Query-Product Semantic Similarity ACL 2022 Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NeurIPS 2022 Incorporating Item Frequency for Differentially Private Set Union AAAI 2022 Incorporating Stock Market Signals for Twitter Stance Detection ACL 2022 Infinite Recommendation Networks: A Data-Centric Approach NeurIPS 2022 Innovations Autoencoder and its Application in One-class Anomalous Sequence Detection JMLR 2022 Intelligent Online Selling Point Extraction for E-commerce Recommendation AAAI 2022 Interactively Uncovering Latent Arguments in Social Media Platforms: A Case Study on the Covid-19 Vaccine Debate EMNLP 2022