Data Science & Analytics

Federated Myopic Community Detection with One-shot Communication AISTATS 2022 FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting ICML 2022 FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting NeurIPS 2022 Finding Scientific Topics in Continuously Growing Text Corpora COLING 2022 Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract) AAAI 2022 FITNESS: (Fine Tune on New and Similar Samples) to detect anomalies in streams with drift and outliers ICML 2022 FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting IJCAI 2022 Forecasting Asset Dependencies to Reduce Portfolio Risk AAAI 2022 Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts NAACL 2022 Forecasting Future World Events With Neural Networks NeurIPS 2022 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022 Fourier Learning with Cyclical Data ICML 2022 FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse Parsing AACL 2022 Generalized Delayed Feedback Model with Post-Click Information in Recommender Systems NeurIPS 2022 Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) NeurIPS 2022 Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement NeurIPS 2022 Global Optimization of K-Center Clustering ICML 2022 GOCPT: Generalized Online Canonical Polyadic Tensor Factorization and Completion IJCAI 2022 GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022 Gradient Importance Learning for Incomplete Observations ICLR 2022 GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022 Graphicon Evolution on the Chinese Social Media Platform BiliBili NAACL 2022 Graph Reordering for Cache-Efficient Near Neighbor Search NeurIPS 2022