Recommender Systems

AT4CTR: Auxiliary Match Tasks for Enhancing Click-Through Rate Prediction AAAI 2024 Bayesian Regression Markets JMLR 2024 Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model NeurIPS 2024 Centrality-aware Product Retrieval and Ranking EMNLP 2024 Cold-start Recommendation by Personalized Embedding Region Elicitation UAI 2024 CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information EACL 2024 D3: A Methodological Exploration of Domain Division, Modeling, and Balance in Multi-Domain Recommendations AAAI 2024 DAG-Aware Variational Autoencoder for Social Propagation Graph Generation AAAI 2024 Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024 Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation AAAI 2024 Enhancing Cognitive Diagnosis Using Un-interacted Exercises: A Collaboration-Aware Mixed Sampling Approach AAAI 2024 Enhancing High-order Interaction Awareness in LLM-based Recommender Model EMNLP 2024 Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning AAAI 2024 Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations AAAI 2024 Federated Adaptation for Foundation Model-based Recommendations IJCAI 2024 Federated Graph Learning for Cross-Domain Recommendation NeurIPS 2024 Gaussian Process Bandits for Top-k Recommendations NeurIPS 2024 Generalization Error Bounds for Two-stage Recommender Systems with Tree Structure NeurIPS 2024 Generalize for Future: Slow and Fast Trajectory Learning for CTR Prediction AAAI 2024 Graph Disentangled Contrastive Learning with Personalized Transfer for Cross-Domain Recommendation AAAI 2024 Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NeurIPS 2024 Imitation of Life: A Search Engine for Biologically Inspired Design AAAI 2024 Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024 Knowledge-Aware Explainable Reciprocal Recommendation AAAI 2024