Data Science & Analytics

Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval EMNLP 2024 Bridging Gaps: Federated Multi-View Clustering in Heterogeneous Hybrid Views NeurIPS 2024 Building a Database of Conversational Routines COLING 2024 Building Higher-Order Abstractions from the Components of Recommender Systems AAAI 2024 CAMAL: A Novel Dataset for Multi-label Conversational Argument Move Analysis COLING 2024 Can Probabilistic Feedback Drive User Impacts in Online Platforms? AISTATS 2024 Capturing the denoising effect of PCA via compression ratio NeurIPS 2024 CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process ICML 2024 Cascading Reinforcement Learning ICLR 2024 CauDiTS: Causal Disentangled Domain Adaptation of Multivariate Time Series ICML 2024 CausalCite: A Causal Formulation of Paper Citations ACL 2024 Causal Contrastive Learning for Counterfactual Regression Over Time NeurIPS 2024 Causal Customer Churn Analysis with Low-rank Tensor Block Hazard Model ICML 2024 Causal Discovery from Event Sequences by Local Cause-Effect Attribution NeurIPS 2024 Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects NeurIPS 2024 Centrality-aware Product Retrieval and Ranking EMNLP 2024 Centralized Selection with Preferences in the Presence of Biases ICML 2024 CGAP: Urban Region Representation Learning with Coarsened Graph Attention Pooling IJCAI 2024 CGS-Mask: Making Time Series Predictions Intuitive for All AAAI 2024 Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval CVPR 2024 ChronoEpilogi: Scalable Time Series Selection with Multiple Solutions NeurIPS 2024 CIPHE: A Framework for Document Cluster Interpretation and Precision from Human Exploration EMNLP 2024 CityPulse: Fine-Grained Assessment of Urban Change with Street View Time Series AAAI 2024 ClavaDDPM: Multi-relational Data Synthesis with Cluster-guided Diffusion Models NeurIPS 2024