Data Science & Analytics

Personalized Adapter for Large Meteorology Model on Devices: Towards Weather Foundation Models NeurIPS 2024 Personalized Federated Learning for Cross-City Traffic Prediction IJCAI 2024 Personalized Reinforcement Learning with a Budget of Policies AAAI 2024 Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off AAAI 2024 PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting NeurIPS 2024 PILOT: Legal Case Outcome Prediction with Case Law NAACL 2024 PISDR: Page and Item Sequential Decision for Re-ranking Based on Offline Reinforcement Learning ACML 2024 Platform-Invariant Topic Modeling via Contrastive Learning to Mitigate Platform-Induced Bias EMNLP 2024 Plug-In Diffusion Model for Sequential Recommendation AAAI 2024 Polish Round Table Corpus COLING 2024 Polos: Multimodal Metric Learning from Human Feedback for Image Captioning CVPR 2024 Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? ICML 2024 Position: Relational Deep Learning - Graph Representation Learning on Relational Databases ICML 2024 Power Grid Anomaly Detection via Hybrid LSTM-GIN Model (Student Abstract) AAAI 2024 Precipitation Downscaling with Spatiotemporal Video Diffusion NeurIPS 2024 Predicting Carpark Availability in Singapore with Cross-Domain Data: A New Dataset and A Data-Driven Approach IJCAI 2024 Predicting Long-Term Allograft Survival in Liver Transplant Recipients MLHC 2024 Preference Aware Dual Contrastive Learning for Item Cold-Start Recommendation AAAI 2024 Pre-training General User Representation with Multi-type APP Behaviors IJCAI 2024 Pricing and Competition for Generative AI NeurIPS 2024 Private Learning with Public Features AISTATS 2024 Probabilistic reconciliation of mixed-type hierarchical time series UAI 2024 ProbTS: Benchmarking Point and Distributional Forecasting across Diverse Prediction Horizons NeurIPS 2024 Product Description and QA Assisted Self-Supervised Opinion Summarization NAACL 2024 Promoting Fair Vaccination Strategies through Influence Maximization: A Case Study on COVID-19 Spread AAAI 2024