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Recommender Systems

1012 directly classified papers

Papers per year

Papers

Two Birds with One Stone: Unified Model Learning for Both Recall and Ranking in News Recommendation ACL 2022
Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever NIPS 2022
HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation IJCAI 2022
Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022
Learning Personalized Item-to-Item Recommendation Metric via Implicit Feedback AISTATS 2022
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NIPS 2022
In the Eye of the Beholder: Robust Prediction with Causal User Modeling NIPS 2022
PAC Top-$k$ Identification under SST in Limited Rounds AISTATS 2022
Off-Policy Evaluation for Large Action Spaces via Embeddings ICML 2022
The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm NIPS 2022
Fourier Learning with Cyclical Data ICML 2022
MLP4Rec: A Pure MLP Architecture for Sequential Recommendations IJCAI 2022
FPAdaMetric: False-Positive-Aware Adaptive Metric Learning for Session-Based Recommendation AAAI 2022
Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach IJCAI 2022
On the Generalizability and Predictability of Recommender Systems NIPS 2022
Modeling Attrition in Recommender Systems with Departing Bandits AAAI 2022
RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation IJCAI 2022
Aligning Recommendation and Conversation via Dual Imitation EMNLP 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models AACL 2022
Revisiting Injective Attacks on Recommender Systems NIPS 2022
Doctor Recommendation in Online Health Forums via Expertise Learning ACL 2022
Tencent-MVSE: A Large-Scale Benchmark Dataset for Multi-Modal Video Similarity Evaluation CVPR 2022
“Does it come in black?” CLIP-like models are zero-shot recommenders ACL 2022
MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022
Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation EMNLP 2022