Data Science & Analytics

Detecting Neighborhood Gentrification at Scale via Street Views and POIs (Student Abstract) AAAI 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022 DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022 DialSummEval: Revisiting Summarization Evaluation for Dialogues NAACL 2022 Differentially Private Community Detection for Stochastic Block Models ICML 2022 Differentially Private Densest Subgraph AISTATS 2022 Differentially Private Maximal Information Coefficients ICML 2022 DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022 DiSC: Differential Spectral Clustering of Features NeurIPS 2022 Discord Questions: A Computational Approach To Diversity Analysis in News Coverage EMNLP 2022 Discovering Underground Maps From Fashion WACV 2022 Discrete Listwise Personalized Ranking for Fast Top-N Recommendation with Implicit Feedback IJCAI 2022 Distinguishing In-Groups and Onlookers by Language Use ACL 2022 Distributed Learning of Finite Gaussian Mixtures JMLR 2022 Doctor Recommendation in Online Health Forums via Expertise Learning ACL 2022 “Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022 Domain Adaptation for Time Series Forecasting via Attention Sharing ICML 2022 Don't Roll the Dice, Ask Twice: The Two-Query Distortion of Matching Problems and Beyond NeurIPS 2022 DreamShard: Generalizable Embedding Table Placement for Recommender Systems NeurIPS 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 Dynamic Manifold Learning for Land Deformation Forecasting AAAI 2022 Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation AAAI 2022 Dynamic Sparse Network for Time Series Classification: Learning What to “See” NeurIPS 2022 Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract) AAAI 2022