| 2022 | Towards Psychologically-Grounded Dynamic Preference Models. | Mihaela Curmei, Andreas A. Haupt, Benjamin Recht, Dylan Hadfield-Menell |
| 2022 | Extracting User Preferences and Personality from Text for Restaurant Recommendation. | Evripides Christodoulou, Andreas Gregoriades, Herodotos Herodotou, Maria Pampaka |
| 2022 | Combination of User and Venue Personality with Topic Modelling in Restaurant Recommender Systems. | Evripides Christodoulou, Andreas Gregoriades, Herodotos Herodotou, Maria Pampaka |
| 2022 | Off-Policy Actor-critic for Recommender Systems. | Minmin Chen, Can Xu, Vince Gatto, Devanshu Jain, Aviral Kumar, Ed H. Chi |
| 2022 | TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems. | Huiyuan Chen, Xiaoting Li, Kaixiong Zhou, Xia Hu, Chin-Chia Michael Yeh, Yan Zheng, Hao Yang |
| 2022 | Denoising Self-Attentive Sequential Recommendation. | Huiyuan Chen, Yusan Lin, Menghai Pan, Lan Wang, Chin-Chia Michael Yeh, Xiaoting Li, Yan Zheng, Fei Wang, Hao Yang |
| 2022 | Global and Personalized Graphs for Heterogeneous Sequential Recommendation by Learning Behavior Transitions and User Intentions. | Weixin Chen, Mingkai He, Yongxin Ni, Weike Pan, Li Chen, Zhong Ming |
| 2022 | Reusable Self-Attention Recommender Systems in Fashion Industry Applications. | Marjan Celikik, Ana Peleteiro-Ramallo, Jacek Wasilewski |
| 2022 | An Online Experiment of a Price-Based Re-Rank Algorithm. | Emanuele Cavenaghi, Lorenzo Camaione, Paolo Minasi, Gabriele Sottocornola, Fabio Stella, Markus Zanker |
| 2022 | Nudging Towards Health in a Conversational Food Recommender System Using Multi-Modal Interactions and Nutrition Labels. | Giovanni Castiglia, Ayoub El Majjodi, Federica Cal, Yashar Deldjoo, Fedelucio Narducci, Alain Starke, Christoph Trattner |
| 2022 | Recommendations: They're in fashion. | Carlos Carvalheira, Tiago Lacerda, Diogo Gonalves |
| 2022 | Aspect Re-distribution for Learning Better Item Embeddings in Sequential Recommendation. | Wei Cai, Weike Pan, Jingwen Mao, Zhechao Yu, Congfu Xu |
| 2022 | Learning Recommendations from User Actions in the Item-poor Insurance Domain. | Simone Borg Bruun, Maria Maistro, Christina Lioma |
| 2022 | Joint Workshop on Interfaces and Human Decision Making for Recommender Systems (IntRS'22). | Peter Brusilovsky, Marco de Gemmis, Alexander Felfernig, Pasquale Lops, Marco Polignano, Giovanni Semeraro, Martijn C. Willemsen |
| 2022 | Learning Users' Preferred Visual Styles in an Image Marketplace. | Raul Gomez Bruballa, Lauren Burnham-King, Alessandra Sala |
| 2022 | BRUCE: Bundle Recommendation Using Contextualized item Embeddings. | Tzoof Avny Brosh, Amit Livne, Oren Sar Shalom, Bracha Shapira, Mark Last |
| 2022 | Flow Moods: Recommending Music by Moods on Deezer. | Tho Bontempelli, Benjamin Chapus, Franois Rigaud, Mathieu Morlon, Marin Lorant, Guillaume Salha-Galvan |
| 2022 | FinRec: The 3rd International Workshop on Personalization & Recommender Systems in Financial Services. | Toine Bogers, Cataldo Musto, David (Xuejun) Wang, Alexander Felfernig, Simone Borg Bruun, Giovanni Semeraro, Yong Zheng |
| 2022 | Second Workshop on Recommender Systems for Human Resources (RecSys in HR 2022). | Toine Bogers, David Graus, Mesut Kaya, Francisco Gutirrez, Sepideh Mesbah, Chris Johnson |
| 2022 | MARRS: A Framework for multi-objective risk-aware route recommendation using Multitask-Transformer. | Bhumika, Debasis Das |
| 2022 | Augmenting Netflix Search with In-Session Adapted Recommendations. | Moumita Bhattacharya, Sudarshan Lamkhede |
| 2022 | Hands-on Reinforcement Learning for Recommender Systems - From Bandits to SlateQ to Offline RL with Ray RLlib. | Christy D. Bergman, Kourosh Hakhamaneshi |
| 2022 | Challenges in Translating Research to Practice for Evaluating Fairness and Bias in Recommendation Systems. | Lex Beattie, Dan Taber, Henriette Cramer |
| 2022 | Tutorial on Offline Evaluation for Group Recommender Systems. | Francesco Barile, Amra Delic, Ladislav Peska |
| 2022 | Timely Personalization at Peloton: A System and Algorithm for Boosting Time-Relevant Content. | Shayak Banerjee, Vijay Pappu, Nilothpal Talukder, Shoya Yoshida, Arnab Bhadury, Allison Schloss, Jasmine Paulino |