Data Science & Analytics

Spatio-Temporal Meta-Graph Learning for Traffic Forecasting AAAI 2023 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction AAAI 2023 Speech Breathing Behavior During Pauses in Children Interspeech 2023 Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere ICML 2023 SSP: Self-Supervised Post-training for Conversational Search ACL 2023 StarCraftImage: A Dataset for Prototyping Spatial Reasoning Methods for Multi-Agent Environments CVPR 2023 Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023 Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems AAAI 2023 Stuttering Detection Application Interspeech 2023 SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research EMNLP 2023 Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023 Supply-Side Equilibria in Recommender Systems NeurIPS 2023 SutraNets: Sub-series Autoregressive Networks for Long-Sequence, Probabilistic Forecasting NeurIPS 2023 SVP-T: A Shape-Level Variable-Position Transformer for Multivariate Time Series Classification AAAI 2023 Symphony in the Latent Space: Provably Integrating High-Dimensional Techniques with Non-linear Machine Learning Models AAAI 2023 SynMob: Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis NeurIPS 2023 TACR: A Table Alignment-based Cell Selection Method for HybridQA ACL 2023 TADI: Topic-aware Attention and Powerful Dual-encoder Interaction for Recall in News Recommendation EMNLP 2023 TDR-CL: Targeted Doubly Robust Collaborative Learning for Debiased Recommendations ICLR 2023 Temporal Graph Neural Networks for Irregular Data AISTATS 2023 Testing conventional wisdom (of the crowd) UAI 2023 TgrApp: Anomaly Detection and Visualization of Large-Scale Call Graphs AAAI 2023 The BGU-MeLeL System for the SIGMORPHON 2023 Shared Task on Morphological Inflection ACL 2023 The Catalog Problem: Clustering and Ordering Variable-Sized Sets ICML 2023