Data Science & Analytics

LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023 Loan Fraud Users Detection in Online Lending Leveraging Multiple Data Views AAAI 2023 Local Justice and Machine Learning: Modeling and Inferring Dynamic Ethical Preferences toward Allocations AAAI 2023 Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer IJCAI 2023 Low Tree-Rank Bayesian Vector Autoregression Models JMLR 2023 LSDS++ : Dual Sampling for Accelerated k-means++ ICML 2023 M$^2$Hub: Unlocking the Potential of Machine Learning for Materials Discovery NeurIPS 2023 MEMTO: Memory-guided Transformer for Multivariate Time Series Anomaly Detection NeurIPS 2023 Merlion: End-to-End Machine Learning for Time Series JMLR 2023 Mesogeos: A multi-purpose dataset for data-driven wildfire modeling in the Mediterranean NeurIPS 2023 Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023 MHCCL: Masked Hierarchical Cluster-Wise Contrastive Learning for Multivariate Time Series AAAI 2023 Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective NeurIPS 2023 MixVPR: Feature Mixing for Visual Place Recognition WACV 2023 Modeling content creator incentives on algorithm-curated platforms ICLR 2023 Modeling Metacognitive and Cognitive Processes in Data Science Problem Solving (Student Abstract) AAAI 2023 Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion ICML 2023 Modeling the Impact of Policy Interventions for Sustainable Development IJCAI 2023 Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023 Multi-behavior Session-based Recommendation via Graph Reinforcement Learning ACML 2023 Multi-class Graph Clustering via Approximated Effective p-Resistance ICML 2023 Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometry ICML 2023 Multi-microphone Automatic Speech Segmentation in Meetings Based on Circular Harmonics Features Interspeech 2023 Multimodal Recommendation Dialog with Subjective Preference: A New Challenge and Benchmark ACL 2023 Multiple Robust Learning for Recommendation AAAI 2023