| 2023 | Nonlinear Bandits Exploration for Recommendations. | Yi Su, Minmin Chen |
| 2023 | Scalable Approximate NonSymmetric Autoencoder for Collaborative Filtering. | Martin Spisk, Radek Bartyzal, Antonn Hoskovec, Ladislav Peska, Miroslav Tuma |
| 2023 | Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off Between Algorithms Performance and Carbon Footprint. | Giuseppe Spillo, Allegra De Filippo, Cataldo Musto, Michela Milano, Giovanni Semeraro |
| 2023 | Knowledge-Aware Recommender Systems based on Multi-Modal Information Sources. | Giuseppe Spillo |
| 2023 | OutRank: Speeding up AutoML-based Model Search for Large Sparse Data sets with Cardinality-aware Feature Ranking. | Blaz Skrlj, Blaz Mramor |
| 2023 | From Research to Production: Towards Scalable and Sustainable Neural Recommendation Models on Commodity CPU Hardware. | Anshumali Shrivastava, Vihan Lakshman, Tharun Medini, Nicholas Meisburger, Joshua Engels, David Torres Ramos, Benito Geordie, Pratik Pranav, Shubh Gupta, Yashwanth Adunukota, Siddharth Jain |
| 2023 | A Simple yet Strong Approach for Installation Prediction in ShareChat Ads. | Xiaoteng Shen, Liangcai Su, Zhutian Lin, Xi Xiao |
| 2023 | Identifying Controversial Pairs in Item-to-Item Recommendations. | Junyi Shen, Dayvid V. R. Oliveira, Jin Cao, Brian Knott, Goodman Gu, Sindhu Vijaya Raghavan, Yunye Jin, Nikita Sudan, Rob Monarch |
| 2023 | Everyone's a Winner! On Hyperparameter Tuning of Recommendation Models. | Faisal Shehzad, Dietmar Jannach |
| 2023 | Interface Design to Mitigate Inflation in Recommender Systems. | Rana Shahout, Yehonatan Peisakhovsky, Sasha Stoikov, Nikhil Garg |
| 2023 | Ex2Vec: Characterizing Users and Items from the Mere Exposure Effect. | Bruno Massoni Sguerra, Viet-Anh Tran, Romain Hennequin |
| 2023 | Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender Systems. | Nikita Severin, Andrey V. Savchenko, Dmitrii Kiselev, Maria Ivanova, Ivan Kireev, Ilya Makarov |
| 2023 | Exploring Effect-Size-Based Meta-Analysis for Multi-Dataset Evaluation. | Mete Sertkan, Sophia Althammer, Sebastian Hofsttter, Peter Knees, Julia Neidhardt |
| 2023 | Investigating the effects of incremental training on neural ranking models. | Benedikt Schifferer, Wenzhe Shi, Gabriel de Souza Pereira Moreira, Even Oldridge, Chris Deotte, Gilberto Titericz, Kazuki Onodera, Praveen Dhinwa, Vishal Agrawal, Chris Green |
| 2023 | Trustworthy Recommender Systems: Technical, Ethical, Legal, and Regulatory Perspectives. | Markus Schedl, Vito Walter Anelli, Elisabeth Lex |
| 2023 | Annotation Practices in Societally Impactful Machine Learning Applications: What are Popular Recommender Systems Models Actually Trained On? | Andra-Georgiana Sav, Andrew M. Demetriou, Cynthia C. S. Liem |
| 2023 | Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences. | Scott Sanner, Krisztian Balog, Filip Radlinski, Ben Wedin, Lucas Dixon |
| 2023 | Third Workshop: Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023). | Alan Said, Eva Zangerle, Christine Bauer |
| 2023 | Scalable Deep Q-Learning for Session-Based Slate Recommendation. | Aayush Singha Roy, Edoardo D'Amico, Elias Z. Tragos, Aonghus Lawlor, Neil Hurley |
| 2023 | Towards Health-Aware Fairness in Food Recipe Recommendation. | Mehrdad Rostami, Mohammad Aliannejadi, Mourad Oussalah |
| 2023 | Time-Aware Item Weighting for the Next Basket Recommendations. | Aleksey Romanov, Oleg Lashinin, Marina Ananyeva, Sergey Kolesnikov |
| 2023 | BehavRec: Workshop on Recommendations for Behavior Change. | Amon Rapp, Federica Cena, Christoph Trattner, Rita Orji, Julita Vassileva, Alain Starke |
| 2023 | BVAE: Behavior-aware Variational Autoencoder for Multi-Behavior Multi-Task Recommendation. | Qianzhen Rao, Yang Liu, Weike Pan, Zhong Ming |
| 2023 | Incorporating Time in Sequential Recommendation Models. | Mostafa Rahmani, James Caverlee, Fei Wang |
| 2023 | CR-SoRec: BERT driven Consistency Regularization for Social Recommendation. | Tushar Prakash, Raksha Jalan, Brijraj Singh, Naoyuki Onoe |