Applications

Phase-Informed Bayesian Ensemble Models Improve Performance of COVID-19 Forecasts AAAI 2023 PPGenCDR: A Stable and Robust Framework for Privacy-Preserving Cross-Domain Recommendation AAAI 2023 Practical Cross-System Shilling Attacks with Limited Access to Data AAAI 2023 Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023 Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023 Pre-trained Personalized Review Summarization with Effective Salience Estimation ACL 2023 Probabilistic Masked Attention Networks for Explainable Sequential Recommendation IJCAI 2023 Propensity Matters: Measuring and Enhancing Balancing for Recommendation ICML 2023 PUNR: Pre-training with User Behavior Modeling for News Recommendation EMNLP 2023 QUADRo: Dataset and Models for QUestion-Answer Database Retrieval EMNLP 2023 Query-Aware Quantization for Maximum Inner Product Search AAAI 2023 Realistic Citation Count Prediction Task for Newly Published Papers EACL 2023 Recommender Systems with Generative Retrieval NeurIPS 2023 Record Deduplication for Entity Distribution Modeling in ASR Transcripts Interspeech 2023 Recovering Unbalanced Communities in the Stochastic Block Model with Application to Clustering with a Faulty Oracle NeurIPS 2023 Reduce Human Labor On Evaluating Conversational Information Retrieval System: A Human-Machine Collaboration Approach EMNLP 2023 Reinforced Target-driven Conversational Promotion EMNLP 2023 REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation AAAI 2023 Replicable Clustering NeurIPS 2023 Representer Point Selection for Explaining Regularized High-dimensional Models ICML 2023 ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor ICLR 2023 Rethinking Incentives in Recommender Systems: Are Monotone Rewards Always Beneficial? NeurIPS 2023 Rewiring What-to-Watch-Next Recommendations to Reduce Radicalization Pathways (Extended Abstract) IJCAI 2023 Risk-Averse Active Sensing for Timely Outcome Prediction under Cost Pressure NeurIPS 2023 Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues ICML 2023