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@inproceedings{DBLP:conf/recsys/0001MO23,
author = {Yaxiong Wu and
Craig Macdonald and
Iadh Ounis},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Goal-Oriented Multi-Modal Interactive Recommendation with Verbal and
Non-Verbal Relevance Feedback},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {362--373},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608775},
doi = {10.1145/3604915.3608775},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0001MO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/0001ZWMT23,
author = {Yaming Yang and
Jieyu Zhang and
Yujing Wang and
Zheng Miao and
Yunhai Tong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Multiple Connectivity Views for Session-based Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1000--1006},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608861},
doi = {10.1145/3604915.3608861},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0001ZWMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/0003LYMZ0ZFD23,
author = {Chenyang Wang and
Yankai Liu and
Yuanqing Yu and
Weizhi Ma and
Min Zhang and
Yiqun Liu and
Haitao Zeng and
Junlan Feng and
Chao Deng},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Two-sided Calibration for Quality-aware Responsible Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {223--233},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608799},
doi = {10.1145/3604915.3608799},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/0003LYMZ0ZFD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AcharyaSO23,
author = {Arkadeep Acharya and
Brijraj Singh and
Naoyuki Onoe},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{LLM} Based Generation of Item-Description for Recommendation System},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1204--1207},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610647},
doi = {10.1145/3604915.3610647},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AcharyaSO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AdomaviciusBMTU23,
author = {Gediminas Adomavicius and
Konstantin Bauman and
Bamshad Mobasher and
Alexander Tuzhilin and
Moshe Unger},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Workshop on Context-Aware Recommender Systems 2023},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1234--1236},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608752},
doi = {10.1145/3604915.3608752},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AdomaviciusBMTU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AfcharHG23,
author = {Darius Afchar and
Romain Hennequin and
Vincent Guigue},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Of Spiky SVDs and Music Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {926--932},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608850},
doi = {10.1145/3604915.3608850},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AfcharHG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AgrawalBMKSLI23,
author = {Rahul Agrawal and
Sarang Brahme and
Sourav Maitra and
Saikishore Kalloori and
Abhishek Srivastava and
Yong Liu and
Athirai A. Irissappane},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {RecSys Challenge 2023: Deep Funnel Optimization with a Focus on User
Privacy},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1217--1220},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610508},
doi = {10.1145/3604915.3610508},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AgrawalBMKSLI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AgrawalTK23,
author = {Saurabh Agrawal and
John Trenkle and
Jaya Kawale},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Beyond Labels: Leveraging Deep Learning and LLMs for Content Metadata},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608883},
doi = {10.1145/3604915.3608883},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AgrawalTK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Akdim23,
author = {Imane Akdim},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Acknowledging Dynamic Aspects of Trust in Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1342--1343},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608881},
doi = {10.1145/3604915.3608881},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Akdim23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AluriGD23,
author = {Geetha Sai Aluri and
Paul Greyson and
Joaquin Delgado},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Optimizing Podcast Discovery: Unveiling Amazon Music's Retrieval and
Ranking Framework},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1036--1038},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610240},
doi = {10.1145/3604915.3610240},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AluriGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AlvesMNM23,
author = {Patr{\'{\i}}cia Alves and
Andr{\'{e}} Martins and
Paulo Novais and
Goreti Marreiros},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Improving Group Recommendations using Personality, Dynamic Clustering
and Multi-Agent MicroServices},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1165--1168},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610653},
doi = {10.1145/3604915.3610653},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AlvesMNM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AnalytisH23,
author = {Pantelis Pipergias Analytis and
Philipp Hager},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Collaborative filtering algorithms are prone to mainstream-taste bias},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {750--756},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608825},
doi = {10.1145/3604915.3608825},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AnalytisH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AnelliBMDFMNRZ23,
author = {Vito Walter Anelli and
Pierpaolo Basile and
Gerard de Melo and
Francesco M. Donini and
Antonio Ferrara and
Cataldo Musto and
Fedelucio Narducci and
Azzurra Ragone and
Markus Zanker},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Fifth Knowledge-aware and Conversational Recommender Systems Workshop
(KaRS)},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1259--1262},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608759},
doi = {10.1145/3604915.3608759},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AnelliBMDFMNRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AnelliMPBSN23,
author = {Vito Walter Anelli and
Daniele Malitesta and
Claudio Pomo and
Alejandro Bellog{\'{\i}}n and
Eugenio Di Sciascio and
Tommaso Di Noia},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Challenging the Myth of Graph Collaborative Filtering: a Reasoned
and Reproducibility-driven Analysis},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {350--361},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609489},
doi = {10.1145/3604915.3609489},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AnelliMPBSN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Ariza-CasabonaS23,
author = {Alejandro Ariza{-}Casabona and
Maria Salam{\'{o}} and
Ludovico Boratto and
Gianni Fenu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Towards Self-Explaining Sequence-Aware Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {904--911},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608847},
doi = {10.1145/3604915.3608847},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Ariza-CasabonaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/AssylbekovBBK23,
author = {Yernat Assylbekov and
Raghav Bali and
Luke Bovard and
Christian Klaue},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Delivery Hero Recommendation Dataset: {A} Novel Dataset for Benchmarking
Recommendation Algorithms},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1042--1044},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610242},
doi = {10.1145/3604915.3610242},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/AssylbekovBBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BacciuSTS23,
author = {Andrea Bacciu and
Federico Siciliano and
Nicola Tonellotto and
Fabrizio Silvestri},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Integrating Item Relevance in Training Loss for Sequential Recommender
Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1114--1119},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610643},
doi = {10.1145/3604915.3610643},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BacciuSTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Balloccu23,
author = {Giacomo Balloccu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Demystifying Recommender Systems: {A} Multi-faceted Examination of
Explanation Generation, Impact, and Perception},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1361--1363},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608887},
doi = {10.1145/3604915.3608887},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Balloccu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BaoZZWF023,
author = {Keqin Bao and
Jizhi Zhang and
Yang Zhang and
Wenjie Wang and
Fuli Feng and
Xiangnan He},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {TALLRec: An Effective and Efficient Tuning Framework to Align Large
Language Model with Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1007--1014},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608857},
doi = {10.1145/3604915.3608857},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BaoZZWF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BaranJDFFLMZ23,
author = {Buket Baran and
Guilherme Dinis Junior and
Antonina Danylenko and
Olayinka S. Folorunso and
G{\"{o}}sta Forsum and
Maksym Lefarov and
Lucas Maystre and
Yu Zhao},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Accelerating Creator Audience Building through Centralized Exploration},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {70--73},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608880},
doi = {10.1145/3604915.3608880},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BaranJDFFLMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BendadaBMCCBS23,
author = {Walid Bendada and
Th{\'{e}}o Bontempelli and
Mathieu Morlon and
Benjamin Chapus and
Thibault Cador and
Thomas Bouab{\c{c}}a and
Guillaume Salha{-}Galvan},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Track Mix Generation on Music Streaming Services using Transformers},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {112--115},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608869},
doi = {10.1145/3604915.3608869},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BendadaBMCCBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BendadaSHBC23,
author = {Walid Bendada and
Guillaume Salha{-}Galvan and
Romain Hennequin and
Thomas Bouab{\c{c}}a and
Tristan Cazenave},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {On the Consistency of Average Embeddings for Item Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {833--839},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608837},
doi = {10.1145/3604915.3608837},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BendadaSHBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BhandariWPS23,
author = {Manik Bhandari and
Mingxian Wang and
Oleg Poliannikov and
Kanna Shimizu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {RecQR: Using Recommendation Systems for Query Reformulation to correct
unseen errors in spoken dialog systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1019--1022},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610235},
doi = {10.1145/3604915.3610235},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BhandariWPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Bicici23,
author = {Ergun Bi{\c{c}}ici},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Power Loss Function in Neural Networks for Predicting Click-Through
Rate},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1180--1183},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610658},
doi = {10.1145/3604915.3610658},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Bicici23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BlackIMM23,
author = {William Black and
Ercument Ilhan and
Andrea Marchini and
Vilda Markeviciute},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {AdaptEx: {A} Self-Service Contextual Bandit Platform},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {426--429},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608870},
doi = {10.1145/3604915.3608870},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BlackIMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BogersGKJD23,
author = {Toine Bogers and
David Graus and
Mesut Kaya and
Chris Johnson and
Jens{-}Joris Decorte},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Third Workshop on Recommender Systems for Human Resources (RecSys
in {HR} 2023)},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1244--1247},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608755},
doi = {10.1145/3604915.3608755},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BogersGKJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BolzNCGBK23,
author = {Felix B{\"{o}}lz and
Diana Nurbakova and
Sylvie Calabretto and
Armin Gerl and
Lionel Brunie and
Harald Kosch},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{HUMMUS:} {A} Linked, Healthiness-Aware, User-centered and Argument-Enabling
Recipe Data Set for Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1--11},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609491},
doi = {10.1145/3604915.3609491},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BolzNCGBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BrusilovskyGFLP23,
author = {Peter Brusilovsky and
Marco de Gemmis and
Alexander Felfernig and
Pasquale Lops and
Marco Polignano and
Giovanni Semeraro and
Martijn C. Willemsen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {10th Joint Workshop on Interfaces and Human Decision Making for Recommender
Systems (IntRS'23)},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1255--1258},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608758},
doi = {10.1145/3604915.3608758},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BrusilovskyGFLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CaoYWLPYY23,
author = {Yuwei Cao and
Liangwei Yang and
Chen Wang and
Zhiwei Liu and
Hao Peng and
Chenyu You and
Philip S. Yu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Multi-task Item-attribute Graph Pre-training for Strict Cold-start
Item Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {322--333},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608806},
doi = {10.1145/3604915.3608806},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/CaoYWLPYY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Carraro23,
author = {Tommaso Carraro},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Overcoming Recommendation Limitations with Neuro-Symbolic Integration},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1325--1331},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608876},
doi = {10.1145/3604915.3608876},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Carraro23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChaimalasWGCT23,
author = {Iason Chaimalas and
Duncan Martin Walker and
Edoardo Gruppi and
Benjamin Richard Clark and
Laura Toni},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Bootstrapped Personalized Popularity for Cold Start Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {715--722},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608820},
doi = {10.1145/3604915.3608820},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChaimalasWGCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Chen0LYF0D023,
author = {Huiyuan Chen and
Xiaoting Li and
Vivian Lai and
Chin{-}Chia Michael Yeh and
Yujie Fan and
Yan Zheng and
Mahashweta Das and
Hao Yang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Adversarial Collaborative Filtering for Free},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {245--255},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608771},
doi = {10.1145/3604915.3608771},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Chen0LYF0D023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenMTZ23,
author = {Natalia Chen and
Oinam Nganba Meetei and
Nilothpal Talukder and
Alexey Zankevich},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Leveling Up the Peloton Homescreen: {A} System and Algorithm for Dynamic
Row Ranking},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1062--1066},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610247},
doi = {10.1145/3604915.3610247},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenMTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenVBDMSH23,
author = {Yan Chen and
Emilian Vankov and
Linas Baltrunas and
Preston Donovan and
Akash Mehta and
Benjamin Schroeder and
Matthew Herman},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Contextual Multi-Armed Bandit for Email Layout Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {400--402},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608878},
doi = {10.1145/3604915.3608878},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenVBDMSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChenZLYZH023,
author = {Huiyuan Chen and
Kaixiong Zhou and
Kwei{-}Herng Lai and
Chin{-}Chia Michael Yeh and
Yan Zheng and
Xia Hu and
Hao Yang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Hessian-aware Quantized Node Embeddings for Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {757--762},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608826},
doi = {10.1145/3604915.3608826},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChenZLYZH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ChengWKC0NVHC23,
author = {Derek Zhiyuan Cheng and
Ruoxi Wang and
Wang{-}Cheng Kang and
Benjamin Coleman and
Yin Zhang and
Jianmo Ni and
Jonathan Valverde and
Lichan Hong and
Ed H. Chi},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Efficient Data Representation Learning in Google-scale Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {267--271},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608882},
doi = {10.1145/3604915.3608882},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ChengWKC0NVHC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Christakopoulou23,
author = {Konstantina Christakopoulou and
Minmin Chen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Towards Companion Recommenders Assisting Users' Long-Term Journeys},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1039--1041},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610241},
doi = {10.1145/3604915.3610241},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Christakopoulou23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ClarkGPW23,
author = {Benjamin Richard Clark and
Kristine Grivcova and
Polina Proutskova and
Duncan Martin Walker},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Personalised Recommendations for the {BBC} iPlayer: Initial approach
and current challenges},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {551--553},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608867},
doi = {10.1145/3604915.3608867},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ClarkGPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CoppensMP23,
author = {Ine Coppens and
Luc Martens and
Toon De Pessemier},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Analyzing Accuracy versus Diversity in a Health Recommender System
for Physical Activities: a Longitudinal User Study},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1146--1151},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610650},
doi = {10.1145/3604915.3610650},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CoppensMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/CurmeiK0S23,
author = {Mihaela Curmei and
Walid Krichene and
Li Zhang and
Mukund Sundararajan},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Private Matrix Factorization with Public Item Features},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {805--812},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608833},
doi = {10.1145/3604915.3608833},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/CurmeiK0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DacremaCBC23,
author = {Maurizio Ferrari Dacrema and
Pablo Castells and
Justin Basilico and
Paolo Cremonesi},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Workshop on Learning and Evaluating Recommendations with Impressions
{(LERI)}},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1248--1251},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608756},
doi = {10.1145/3604915.3608756},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DacremaCBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DaiSZYSXS0X23,
author = {Sunhao Dai and
Ninglu Shao and
Haiyuan Zhao and
Weijie Yu and
Zihua Si and
Chen Xu and
Zhongxiang Sun and
Xiao Zhang and
Jun Xu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Uncovering ChatGPT's Capabilities in Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1126--1132},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610646},
doi = {10.1145/3604915.3610646},
timestamp = {Thu, 05 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DaiSZYSXS0X23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DingKMPKGDWDW23,
author = {Hao Ding and
Branislav Kveton and
Yifei Ma and
Youngsuk Park and
Venkataramana Kini and
Yupeng Gu and
Ravi Divvela and
Fei Wang and
Anoop Deoras and
Hao Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Trending Now: Modeling Trend Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {294--305},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608810},
doi = {10.1145/3604915.3608810},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/DingKMPKGDWDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DingXHYGZZL23,
author = {Rui Ding and
Ruobing Xie and
Xiaobo Hao and
Xiaochun Yang and
Kaikai Ge and
Xu Zhang and
Jie Zhou and
Leyu Lin},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Interpretable User Retention Modeling in Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {702--708},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608818},
doi = {10.1145/3604915.3608818},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DingXHYGZZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DoL23,
author = {Jaime Hieu Do and
Hady W. Lauw},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Continual Collaborative Filtering Through Gradient Alignment},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1133--1138},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610648},
doi = {10.1145/3604915.3610648},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DoL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DokoupilP23,
author = {Patrik Dokoupil and
Ladislav Peska},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {EasyStudy: Framework for Easy Deployment of User Studies on Recommender
Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1196--1199},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610640},
doi = {10.1145/3604915.3610640},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DokoupilP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DokoupilPB23,
author = {Patrik Dokoupil and
Ladislav Peska and
Ludovico Boratto},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Looks Can Be Deceiving: Linking User-Item Interactions and User's
Propensity Towards Multi-Objective Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {912--918},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608848},
doi = {10.1145/3604915.3608848},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DokoupilPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/DuanisGCZG23,
author = {Sarel Duanis and
Keren Gaiger and
Ravid Cohen and
Shaked Zychlinski and
Asnat Greenstein{-}Messica},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Visual Representation for Capturing Creator Theme in Brand-Creator
Marketplace},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1027--1030},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610237},
doi = {10.1145/3604915.3610237},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/DuanisGCZG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/EkstrandGSRD23,
author = {Michael D. Ekstrand and
Jean Garcia{-}Gathright and
Nasim Sonboli and
Amifa Raj and
Karlijn Dinnissen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {FAccTRec 2023: The 6th Workshop on Responsible Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1267--1268},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608761},
doi = {10.1145/3604915.3608761},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/EkstrandGSRD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FalkA23,
author = {Kim Falk and
Morten Arngren},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Recommenders In the wild - Practical Evaluation Methods},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609498},
doi = {10.1145/3604915.3609498},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/FalkA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FariasLPRZZ23,
author = {Vivek F. Farias and
Hao Li and
Tianyi Peng and
Xinyuyang Ren and
Huawei Zhang and
Andrew Zheng},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Correcting for Interference in Experiments: {A} Case Study at Douyin},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {455--466},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608808},
doi = {10.1145/3604915.3608808},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/FariasLPRZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/FerraroKQYG23,
author = {Andres Ferraro and
Peter Knees and
Massimo Quadrana and
Tao Ye and
Fabien Gouyon},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {MuRS: Music Recommender Systems Workshop},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1227--1230},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608750},
doi = {10.1145/3604915.3608750},
timestamp = {Fri, 22 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/FerraroKQYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Ferrato23,
author = {Alessio Ferrato},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Challenges for Anonymous Session-Based Recommender Systems in Indoor
Environments},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1339--1341},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608879},
doi = {10.1145/3604915.3608879},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Ferrato23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GhiyeBCV23,
author = {Ashraf Ghiye and
Baptiste Barreau and
Laurent Carlier and
Michalis Vazirgiannis},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Adaptive Collaborative Filtering with Personalized Time Decay Functions
for Financial Product Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {798--804},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608832},
doi = {10.1145/3604915.3608832},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GhiyeBCV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GongWCZWXW023,
author = {Zhen Gong and
Xin Wu and
Lei Chen and
Zhenzhe Zheng and
Shengjie Wang and
Anran Xu and
Chong Wang and
Fan Wu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Full Index Deep Retrieval: End-to-End User and Item Structures for
Cold-start and Long-tail Item Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {47--57},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608773},
doi = {10.1145/3604915.3608773},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GongWCZWXW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/GrunN23,
author = {Andreas Gr{\"{u}}n and
Xenija Neufeld},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Transparently Serving the Public: Enhancing Public Service Media Values
through Exploration},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1045--1048},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610243},
doi = {10.1145/3604915.3610243},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/GrunN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HaramatyKLLM23,
author = {Elad Haramaty and
Zohar S. Karnin and
Arnon Lazerson and
Liane Lewin{-}Eytan and
Yoelle Maarek},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Extended Conversion: Capturing Successful Interactions in Voice Shopping},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {826--832},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608836},
doi = {10.1145/3604915.3608836},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HaramatyKLLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HarteZLKJF23,
author = {Jesse Harte and
Wouter Zorgdrager and
Panos Louridas and
Asterios Katsifodimos and
Dietmar Jannach and
Marios Fragkoulis},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Leveraging Large Language Models for Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1096--1102},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610639},
doi = {10.1145/3604915.3610639},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HarteZLKJF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HartmanKKS23,
author = {Jan Hartman and
Assaf Klein and
Davorin Kopic and
Natalia Silberstein},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Unleash the Power of Context: Enhancing Large-Scale Recommender Systems
with Context-Based Prediction Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1075--1077},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610250},
doi = {10.1145/3604915.3610250},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HartmanKKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HasanB23,
author = {Tonmoy Hasan and
Razvan C. Bunescu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Topic-Level Bayesian Surprise and Serendipity for Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {933--939},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608851},
doi = {10.1145/3604915.3608851},
timestamp = {Wed, 24 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HasanB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HeitzLALMB23,
author = {Lucien Heitz and
Juliane A. Lischka and
Rana Abdullah and
Laura Laugwitz and
Hendrik Meyer and
Abraham Bernstein},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Deliberative Diversity for News Recommendations: Operationalization
and Experimental User Study},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {813--819},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608834},
doi = {10.1145/3604915.3608834},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HeitzLALMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HidasiC23,
author = {Bal{\'{a}}zs Hidasi and
{\'{A}}d{\'{a}}m Tibor Czapp},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {The Effect of Third Party Implementations on Reproducibility},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {272--282},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609487},
doi = {10.1145/3604915.3609487},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HidasiC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HidasiC23a,
author = {Bal{\'{a}}zs Hidasi and
{\'{A}}d{\'{a}}m Tibor Czapp},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Widespread Flaws in Offline Evaluation of Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {848--855},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608839},
doi = {10.1145/3604915.3608839},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HidasiC23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/HuaLXCZ23,
author = {Wenyue Hua and
Lei Li and
Shuyuan Xu and
Li Chen and
Yongfeng Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Tutorial on Large Language Models for Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1281--1283},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609494},
doi = {10.1145/3604915.3609494},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/HuaLXCZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/InelMNPSVB23,
author = {Oana Inel and
Nicolas Mattis and
Milda Norkute and
Alessandro Piscopo and
Timoth{\'{e}}e Schmude and
Sanne Vrijenhoek and
Krisztian Balog},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{QUARE:} 2nd Workshop on Measuring the Quality of Explanations in
Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1241--1243},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608754},
doi = {10.1145/3604915.3608754},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/InelMNPSVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/IonescuHP23,
author = {Stefania Ionescu and
Aniko Hannak and
Nicol{\`{o}} Pagan},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Group Fairness for Content Creators: the Role of Human and Algorithmic
Biases under Popularity-based Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {863--870},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608841},
doi = {10.1145/3604915.3608841},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/IonescuHP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Ivanova23,
author = {Iustina Ivanova},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Climbing crags repetitive choices and recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1158--1164},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610652},
doi = {10.1145/3604915.3610652},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Ivanova23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JaiswalCS23,
author = {Abhishek Jaiswal and
Gautam Chauhan and
Nisheeth Srivastava},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Using Learnable Physics for Real-Time Exercise Form Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {688--695},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608816},
doi = {10.1145/3604915.3608816},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JaiswalCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JaiswalX23,
author = {Amit Kumar Jaiswal and
Yu Xiong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {A Model-Agnostic Framework for Recommendation via Interest-aware Item
Embeddings},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1190--1195},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610660},
doi = {10.1145/3604915.3610660},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JaiswalX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Jeunen23a,
author = {Olivier Jeunen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {A Probabilistic Position Bias Model for Short-Video Recommendation
Feeds},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {675--681},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608777},
doi = {10.1145/3604915.3608777},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Jeunen23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/JeunenJOSVW23,
author = {Olivier Jeunen and
Thorsten Joachims and
Harrie Oosterhuis and
Yuta Saito and
Flavian Vasile and
Yixin Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{CONSEQUENCES} - The 2nd Workshop on Causality, Counterfactuals and
Sequential Decision-Making for Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1223--1226},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608749},
doi = {10.1145/3604915.3608749},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/JeunenJOSVW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KasalickyLA23,
author = {Petr Kasalick{\'{y}} and
Antoine Ledent and
Rodrigo Alves},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Uncertainty-adjusted Inductive Matrix Completion with Graph Neural
Networks},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1169--1174},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610654},
doi = {10.1145/3604915.3610654},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KasalickyLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KayaB23,
author = {Mesut Kaya and
Toine Bogers},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {An Exploration of Sentence-Pair Classification for Algorithmic Recruiting},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1175--1179},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610657},
doi = {10.1145/3604915.3610657},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KayaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KilleLOLEZ23,
author = {Benjamin Kille and
Andreas Lommatzsch and
{\"{O}}zlem {\"{O}}zg{\"{o}}bek and
Peng Liu and
Simen Eide and
Lemei Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {The Eleventh International Workshop on News Recommendation and Analytics
(INRA'23)},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1263--1266},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608760},
doi = {10.1145/3604915.3608760},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KilleLOLEZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KlenitskiyV23,
author = {Anton Klenitskiy and
Alexey Vasilev},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Turning Dross Into Gold Loss: is BERT4Rec really better than SASRec?},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1120--1125},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610644},
doi = {10.1145/3604915.3610644},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KlenitskiyV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KlimashevskaiaE23,
author = {Anastasiia Klimashevskaia and
Mehdi Elahi and
Dietmar Jannach and
Lars Skj{\ae}rven and
Astrid Tessem and
Christoph Trattner},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Evaluating The Effects of Calibrated Popularity Bias Mitigation: {A}
Field Study},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1084--1089},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610637},
doi = {10.1145/3604915.3610637},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KlimashevskaiaE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KnyazevO23,
author = {Norman Knyazev and
Harrie Oosterhuis},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {A Lightweight Method for Modeling Confidence in Recommendations with
Learned Beta Distributions},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {306--317},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608788},
doi = {10.1145/3604915.3608788},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KnyazevO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/KruseLAF23,
author = {Johannes Kruse and
Kasper Lindskow and
Michael Riis Andersen and
Jes Frellsen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Creating the next generation of news experience on ekstrabladet.dk
with recommender systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1067--1070},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610248},
doi = {10.1145/3604915.3610248},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/KruseLAF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LaiCY0C023,
author = {Vivian Lai and
Huiyuan Chen and
Chin{-}Chia Michael Yeh and
Minghua Xu and
Yiwei Cai and
Hao Yang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Enhancing Transformers without Self-supervised Learning: {A} Loss
Landscape Perspective in Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {791--797},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608831},
doi = {10.1145/3604915.3608831},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LaiCY0C023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LanZL23,
author = {Zerong Lan and
Yingyi Zhang and
Xianneng Li},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{M3REC:} {A} Meta-based Multi-scenario Multi-task Recommendation Framework},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {771--776},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608828},
doi = {10.1145/3604915.3608828},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LanZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LasserreDS23,
author = {Julia Lasserre and
Nima Dokoohaki and
Reza Shirvany},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Fifth Workshop on Recommender Systems in Fashion and Retail - fashionXrecsys2023},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1237--1240},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608753},
doi = {10.1145/3604915.3608753},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LasserreDS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Leysen23,
author = {Jens Leysen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Exploring Unlearning Methods to Ensure the Privacy, Security, and
Usability of Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1300--1304},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608862},
doi = {10.1145/3604915.3608862},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Leysen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Li00HTL23,
author = {Yujun Li and
Xing Tang and
Bo Chen and
Yimin Huang and
Ruiming Tang and
Zhenguo Li},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {AutoOpt: Automatic Hyperparameter Scheduling and Optimization for
Deep Click-through Rate Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {183--194},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608800},
doi = {10.1145/3604915.3608800},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Li00HTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiAYR23,
author = {Ming Li and
Mozhdeh Ariannezhad and
Andrew Yates and
Maarten de Rijke},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Masked and Swapped Sequence Modeling for Next Novel Basket Recommendation
in Grocery Shopping},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {35--46},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608803},
doi = {10.1145/3604915.3608803},
timestamp = {Thu, 14 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/LiAYR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiHXZF0Z23,
author = {Haoxuan Li and
Taojun Hu and
Zetong Xiong and
Chunyuan Zheng and
Fuli Feng and
Xiangnan He and
Xiao{-}Hua Zhou},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {ADRNet: {A} Generalized Collaborative Filtering Framework Combining
Clinical and Non-Clinical Data for Adverse Drug Reaction Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {682--687},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608813},
doi = {10.1145/3604915.3608813},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiHXZF0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiWLZWWZFL23,
author = {Chengxi Li and
Yejing Wang and
Qidong Liu and
Xiangyu Zhao and
Wanyu Wang and
Yiqi Wang and
Lixin Zou and
Wenqi Fan and
Qing Li},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {STRec: Sparse Transformer for Sequential Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {101--111},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608779},
doi = {10.1145/3604915.3608779},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/LiWLZWWZFL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiZXW23,
author = {Wanda Li and
Wenhao Zheng and
Xuanji Xiao and
Suhang Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{STAN:} Stage-Adaptive Network for Multi-Task Recommendation by Learning
User Lifecycle-Based Representation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {602--612},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608796},
doi = {10.1145/3604915.3608796},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiZXW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Liu0LTW23,
author = {Weiwen Liu and
Wei Guo and
Yong Liu and
Ruiming Tang and
Hao Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {User Behavior Modeling with Deep Learning for Recommendation: Recent
Advances},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1286--1287},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609496},
doi = {10.1145/3604915.3609496},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Liu0LTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuD0P023,
author = {Haibo Liu and
Zhixiang Deng and
Liang Wang and
Jinjia Peng and
Shi Feng},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Distribution-based Learnable Filters with Side Information for Sequential
Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {78--88},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608782},
doi = {10.1145/3604915.3608782},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuD0P023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuMG23,
author = {Yang Liu and
Alan Medlar and
Dorota Glowacka},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {What We Evaluate When We Evaluate Recommender Systems: Understanding
Recommender Systems' Performance using Item Response Theory},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {658--670},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608809},
doi = {10.1145/3604915.3608809},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuMG23a,
author = {Yang Liu and
Alan Medlar and
Dorota Glowacka},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {On the Consistency, Discriminative Power and Robustness of Sampled
Metrics in Offline Top-N Recommender System Evaluation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1152--1157},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610651},
doi = {10.1145/3604915.3610651},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuMG23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuSWTJPLS23,
author = {Congcong Liu and
Liang Shi and
Pei Wang and
Fei Teng and
Xue Jiang and
Changping Peng and
Zhangang Lin and
Jingping Shao},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Loss Harmonizing for Multi-Scenario {CTR} Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {195--199},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608865},
doi = {10.1145/3604915.3608865},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuSWTJPLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuWLZWY023,
author = {Dugang Liu and
Yuhao Wu and
Weixin Li and
Xiaolian Zhang and
Hao Wang and
Qinjuan Yang and
Zhong Ming},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Pairwise Intent Graph Embedding Learning for Context-Aware Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {588--598},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608815},
doi = {10.1145/3604915.3608815},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuWLZWY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LiuZZ023,
author = {Yaokun Liu and
Xiaowang Zhang and
Minghui Zou and
Zhiyong Feng},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Co-occurrence Embedding Enhancement for Long-tail Problem in Multi-Interest
Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {820--825},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608835},
doi = {10.1145/3604915.3608835},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LiuZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Loepp023,
author = {Benedikt Loepp and
J{\"{u}}rgen Ziegler},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {How Users Ride the Carousel: Exploring the Design of Multi-List Recommender
Interfaces From a User Perspective},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1090--1095},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610638},
doi = {10.1145/3604915.3610638},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Loepp023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LopsMMPSS23,
author = {Pasquale Lops and
Elio Musacchio and
Cataldo Musto and
Marco Polignano and
Antonio Silletti and
Giovanni Semeraro},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Reproducibility Analysis of Recommender Systems relying on Visual
Features: traps, pitfalls, and countermeasures},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {554--564},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609492},
doi = {10.1145/3604915.3609492},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LopsMMPSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LubosLFT23,
author = {Sebastian Lubos and
Viet{-}Man Le and
Alexander Felfernig and
Thi Ngoc Trang Tran},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Analysis Operations for Constraint-based Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {709--714},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608819},
doi = {10.1145/3604915.3608819},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LubosLFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LuoWDW23,
author = {Rui Luo and
Tianxin Wang and
Jingyuan Deng and
Peng Wan},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{MCM:} {A} Multi-task Pre-trained Customer Model for Personalization},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {637--639},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608868},
doi = {10.1145/3604915.3608868},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LuoWDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/LvWJYZD0W023,
author = {Yimin Lv and
Shuli Wang and
Beihong Jin and
Yisong Yu and
Yapeng Zhang and
Jian Dong and
Yongkang Wang and
Xingxing Wang and
Dong Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Deep Situation-Aware Interaction Network for Click-Through Rate Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {171--182},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608793},
doi = {10.1145/3604915.3608793},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/LvWJYZD0W023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Ma023,
author = {Yuan Ma and
J{\"{u}}rgen Ziegler},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Initiative transfer in conversational recommender systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {978--984},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608858},
doi = {10.1145/3604915.3608858},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Ma023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MaXMCZLZ23,
author = {Haokai Ma and
Ruobing Xie and
Lei Meng and
Xin Chen and
Xu Zhang and
Leyu Lin and
Jie Zhou},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Exploring False Hard Negative Sample in Cross-Domain Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {502--514},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608791},
doi = {10.1145/3604915.3608791},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MaXMCZLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MahajanDGS23,
author = {Khushhall Chandra Mahajan and
Amey Porobo Dharwadker and
Saurabh Gupta and
Brad Schumitsch},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {VideoRecSys 2023: First Workshop on Large-Scale Video Recommender
Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1269--1271},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608762},
doi = {10.1145/3604915.3608762},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MahajanDGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MancinoFBMNS23,
author = {Alberto Carlo Maria Mancino and
Antonio Ferrara and
Salvatore Bufi and
Daniele Malitesta and
Tommaso Di Noia and
Eugenio Di Sciascio},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {KGTORe: Tailored Recommendations through Knowledge-aware {GNN} Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {576--587},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608804},
doi = {10.1145/3604915.3608804},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MancinoFBMNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MashayekhiKLB23,
author = {Yoosof Mashayekhi and
Bo Kang and
Jefrey Lijffijt and
Tijl De Bie},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {ReCon: Reducing Congestion in Job Recommendation using Optimal Transport},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {696--701},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608817},
doi = {10.1145/3604915.3608817},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MashayekhiKLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MeiBE23,
author = {M. Jeffrey Mei and
Oliver Bembom and
Andreas F. Ehmann},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Station and Track Attribute-Aware Music Personalization},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1031--1035},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610239},
doi = {10.1145/3604915.3610239},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MeiBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MichielsVLVSG23,
author = {Lien Michiels and
Jorre T. A. Vannieuwenhuyze and
Jens Leysen and
Robin Verachtert and
Annelien Smets and
Bart Goethals},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {How Should We Measure Filter Bubbles? {A} Regression Model and Evidence
for Online News},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {640--651},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608805},
doi = {10.1145/3604915.3608805},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MichielsVLVSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Mohammadi23,
author = {Amir Reza Mohammadi},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Explainable Graph Neural Network Recommenders; Challenges and Opportunities},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1318--1324},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608875},
doi = {10.1145/3604915.3608875},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Mohammadi23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MoscatiWRKLS23,
author = {Marta Moscati and
Christian Wallmann and
Markus Reiter{-}Haas and
Dominik Kowald and
Elisabeth Lex and
Markus Schedl},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Integrating the {ACT-R} Framework with Collaborative Filtering for
Explainable Sequential Music Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {840--847},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608838},
doi = {10.1145/3604915.3608838},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MoscatiWRKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/MysoreMZ23,
author = {Sheshera Mysore and
Andrew McCallum and
Hamed Zamani},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Large Language Model Augmented Narrative Driven Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {777--783},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608829},
doi = {10.1145/3604915.3608829},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/MysoreMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NagrechaLDP23,
author = {Kabir Nagrecha and
Lingyi Liu and
Pablo Delgado and
Prasanna Padmanabhan},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {InTune: Reinforcement Learning-based Data Pipeline Optimization for
Deep Recommendation Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {430--442},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608778},
doi = {10.1145/3604915.3608778},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NagrechaLDP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NeidhardtWKGZ23,
author = {Julia Neidhardt and
Wolfgang W{\"{o}}rndl and
Tsvi Kuflik and
Dmitri Goldenberg and
Markus Zanker},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Workshop on Recommenders in Tourism (RecTour) 2023},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1274--1275},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608764},
doi = {10.1145/3604915.3608764},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NeidhardtWKGZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/NguyenWSZ23,
author = {Dang Minh Nguyen and
Chenfei Wang and
Yan Shen and
Yifan Zeng},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {LightSAGE: Graph Neural Networks for Large Scale Item Retrieval in
Shopee's Advertisement Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {334--337},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608863},
doi = {10.1145/3604915.3608863},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/NguyenWSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Palma23,
author = {Dario {Di Palma}},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Retrieval-augmented Recommender System: Enhancing Recommender Systems
with Large Language Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1369--1373},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608889},
doi = {10.1145/3604915.3608889},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Palma23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PanGCNSGJL23,
author = {Yunzhu Pan and
Chen Gao and
Jianxin Chang and
Yanan Niu and
Yang Song and
Kun Gai and
Depeng Jin and
Yong Li},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Understanding and Modeling Passive-Negative Feedback for Short-video
Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {540--550},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608814},
doi = {10.1145/3604915.3608814},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PanGCNSGJL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PandeGP23,
author = {Amit Pande and
Kunal Ghosh and
Rankyung Park},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Personalized Category Frequency prediction for Buy It Again recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {730--736},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608822},
doi = {10.1145/3604915.3608822},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PandeGP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PaparellaABN23,
author = {Vincenzo Paparella and
Vito Walter Anelli and
Ludovico Boratto and
Tommaso Di Noia},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Reproducibility of Multi-Objective Reinforcement Learning Recommendation:
Interplay between Effectiveness and Beyond-Accuracy Perspectives},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {467--478},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609493},
doi = {10.1145/3604915.3609493},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PaparellaABN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PaparellaPAN23,
author = {Vincenzo Paparella and
Dario {Di Palma} and
Vito Walter Anelli and
Tommaso Di Noia},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Broadening the Scope: Evaluating the Potential of Recommender Systems
beyond prioritizing Accuracy},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1139--1145},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610649},
doi = {10.1145/3604915.3610649},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PaparellaPAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Papso23,
author = {Rastislav Papso},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Complementary Product Recommendation for Long-tail Products},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1305--1311},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608864},
doi = {10.1145/3604915.3608864},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Papso23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Peintner23,
author = {Andreas Peintner},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Sequential Recommendation Models: {A} Graph-based Perspective},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1295--1299},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608776},
doi = {10.1145/3604915.3608776},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Peintner23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PeintnerMZ23,
author = {Andreas Peintner and
Amir Reza Mohammadi and
Eva Zangerle},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{SPARE:} Shortest Path Global Item Relations for Efficient Session-based
Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {58--69},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608768},
doi = {10.1145/3604915.3608768},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PeintnerMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PetrovM23,
author = {Aleksandr Vladimirovich Petrov and
Craig MacDonald},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {gSASRec: Reducing Overconfidence in Sequential Recommendation Trained
with Negative Sampling},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {116--128},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608783},
doi = {10.1145/3604915.3608783},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PetrovM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/PrakashJSO23,
author = {Tushar Prakash and
Raksha Jalan and
Brijraj Singh and
Naoyuki Onoe},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {CR-SoRec: {BERT} driven Consistency Regularization for Social Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {883--889},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608844},
doi = {10.1145/3604915.3608844},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/PrakashJSO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RahmaniCW23,
author = {Mostafa Rahmani and
James Caverlee and
Fei Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Incorporating Time in Sequential Recommendation Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {784--790},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608830},
doi = {10.1145/3604915.3608830},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RahmaniCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RaoLP023,
author = {Qianzhen Rao and
Yang Liu and
Weike Pan and
Zhong Ming},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{BVAE:} Behavior-aware Variational Autoencoder for Multi-Behavior
Multi-Task Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {625--636},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608781},
doi = {10.1145/3604915.3608781},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RaoLP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RappCTOVS23,
author = {Amon Rapp and
Federica Cena and
Christoph Trattner and
Rita Orji and
Julita Vassileva and
Alain Starke},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {BehavRec: Workshop on Recommendations for Behavior Change},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1231--1233},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608751},
doi = {10.1145/3604915.3608751},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RappCTOVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RomanovLAK23,
author = {Aleksey Romanov and
Oleg Lashinin and
Marina Ananyeva and
Sergey Kolesnikov},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Time-Aware Item Weighting for the Next Basket Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {985--992},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608859},
doi = {10.1145/3604915.3608859},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RomanovLAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RostamiA023,
author = {Mehrdad Rostami and
Mohammad Aliannejadi and
Mourad Oussalah},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Towards Health-Aware Fairness in Food Recipe Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1184--1189},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610659},
doi = {10.1145/3604915.3610659},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RostamiA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/RoyDTLH23,
author = {Aayush Singha Roy and
Edoardo D'Amico and
Elias Z. Tragos and
Aonghus Lawlor and
Neil Hurley},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Scalable Deep Q-Learning for Session-Based Slate Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {877--882},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608843},
doi = {10.1145/3604915.3608843},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/RoyDTLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SaidZ023,
author = {Alan Said and
Eva Zangerle and
Christine Bauer},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Third Workshop: Perspectives on the Evaluation of Recommender Systems
{(PERSPECTIVES} 2023)},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1221--1222},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608748},
doi = {10.1145/3604915.3608748},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SaidZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SannerBRWD23,
author = {Scott Sanner and
Krisztian Balog and
Filip Radlinski and
Ben Wedin and
Lucas Dixon},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Large Language Models are Competitive Near Cold-start Recommenders
for Language- and Item-based Preferences},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {890--896},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608845},
doi = {10.1145/3604915.3608845},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SannerBRWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SchedlAL23,
author = {Markus Schedl and
Vito Walter Anelli and
Elisabeth Lex},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Trustworthy Recommender Systems: Technical, Ethical, Legal, and Regulatory
Perspectives},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1288--1290},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609497},
doi = {10.1145/3604915.3609497},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SchedlAL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SchiffererSMODT23,
author = {Benedikt Schifferer and
Wenzhe Shi and
Gabriel de Souza Pereira Moreira and
Even Oldridge and
Chris Deotte and
Gilberto Titericz and
Kazuki Onodera and
Praveen Dhinwa and
Vishal Agrawal and
Chris Green},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Investigating the effects of incremental training on neural ranking
models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {318--321},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608872},
doi = {10.1145/3604915.3608872},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SchiffererSMODT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SeverinSKIKM23,
author = {Nikita Severin and
Andrey V. Savchenko and
Dmitrii Kiselev and
Maria Ivanova and
Ivan Kireev and
Ilya Makarov},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Ti-DC-GNN: Incorporating Time-Interval Dual Graphs for Recommender
Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {919--925},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608849},
doi = {10.1145/3604915.3608849},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SeverinSKIKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SguerraTH23,
author = {Bruno Sguerra and
Viet{-}Anh Tran and
Romain Hennequin},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Ex2Vec: Characterizing Users and Items from the Mere Exposure Effect},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {971--977},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608856},
doi = {10.1145/3604915.3608856},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SguerraTH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShahoutPSG23,
author = {Rana Shahout and
Yehonatan Peisakhovsky and
Sasha Stoikov and
Nikhil Garg},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Interface Design to Mitigate Inflation in Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {897--903},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608846},
doi = {10.1145/3604915.3608846},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShahoutPSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShehzadJ23,
author = {Faisal Shehzad and
Dietmar Jannach},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Everyone's a Winner! On Hyperparameter Tuning of Recommendation Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {652--657},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609488},
doi = {10.1145/3604915.3609488},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShehzadJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShenOCKGRJSM23,
author = {Junyi Shen and
Dayvid V. R. Oliveira and
Jin Cao and
Brian Knott and
Goodman Gu and
Sindhu Vijaya Raghavan and
Yunye Jin and
Nikita Sudan and
Rob Monarch},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Identifying Controversial Pairs in Item-to-Item Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {671--674},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608871},
doi = {10.1145/3604915.3608871},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShenOCKGRJSM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ShrivastavaLMME23,
author = {Anshumali Shrivastava and
Vihan Lakshman and
Tharun Medini and
Nicholas Meisburger and
Joshua Engels and
David Torres Ramos and
Benito Geordie and
Pratik Pranav and
Shubh Gupta and
Yashwanth Adunukota and
Siddharth Jain},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {From Research to Production: Towards Scalable and Sustainable Neural
Recommendation Models on Commodity {CPU} Hardware},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1071--1074},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610249},
doi = {10.1145/3604915.3610249},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ShrivastavaLMME23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SkrljM23,
author = {Blaz Skrlj and
Blaz Mramor},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {OutRank: Speeding up AutoML-based Model Search for Large Sparse Data
sets with Cardinality-aware Feature Ranking},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1078--1083},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610636},
doi = {10.1145/3604915.3610636},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SkrljM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Spillo23,
author = {Giuseppe Spillo},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Knowledge-Aware Recommender Systems based on Multi-Modal Information
Sources},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1312--1317},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608866},
doi = {10.1145/3604915.3608866},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Spillo23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SpilloFMMS23,
author = {Giuseppe Spillo and
Allegra De Filippo and
Cataldo Musto and
Michela Milano and
Giovanni Semeraro},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Towards Sustainability-aware Recommender Systems: Analyzing the Trade-off
Between Algorithms Performance and Carbon Footprint},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {856--862},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608840},
doi = {10.1145/3604915.3608840},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SpilloFMMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SpisakBHPT23,
author = {Martin Spis{\'{a}}k and
Radek Bartyzal and
Anton{\'{\i}}n Hoskovec and
Ladislav Peska and
Miroslav Tuma},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Scalable Approximate NonSymmetric Autoencoder for Collaborative Filtering},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {763--770},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608827},
doi = {10.1145/3604915.3608827},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SpisakBHPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SuC23,
author = {Yi Su and
Minmin Chen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Nonlinear Bandits Exploration for Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1054--1057},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610245},
doi = {10.1145/3604915.3610245},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SuC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Sun23,
author = {Aixin Sun},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {On Challenges of Evaluating Recommender Systems in an Offline Setting},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1284--1285},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609495},
doi = {10.1145/3604915.3609495},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Sun23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Sun23a,
author = {Youchen Sun},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Denoising Explicit Social Signals for Robust Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1344--1348},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608884},
doi = {10.1145/3604915.3608884},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Sun23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SunSSZO23,
author = {Youchen Sun and
Zhu Sun and
Xiao Sha and
Jie Zhang and
Yew Soon Ong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Disentangling Motives behind Item Consumption and Social Connection
for Mutually-enhanced Joint Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {613--624},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608767},
doi = {10.1145/3604915.3608767},
timestamp = {Thu, 30 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SunSSZO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/SunXZZLW23,
author = {Wenqi Sun and
Ruobing Xie and
Junjie Zhang and
Wayne Xin Zhao and
Leyu Lin and
Ji{-}Rong Wen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Generative Next-Basket Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {737--743},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608823},
doi = {10.1145/3604915.3608823},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/SunXZZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TangPWB23,
author = {Gary Tang and
Jiangwei Pan and
Henry Wang and
Justin Basilico},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Reward innovation for long-term member satisfaction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {396--399},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608873},
doi = {10.1145/3604915.3608873},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TangPWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TangSWGZ023,
author = {Jiakai Tang and
Shiqi Shen and
Zhipeng Wang and
Zhi Gong and
Jingsen Zhang and
Xu Chen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {When Fairness meets Bias: a Debiased Framework for Fairness aware
Top-N Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {200--210},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608770},
doi = {10.1145/3604915.3608770},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TangSWGZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TangZGLJWZZLR0Z23,
author = {Ruiming Tang and
Xiaoqiang Zhu and
Junfeng Ge and
Kuang{-}chih Lee and
Biye Jiang and
Xingxing Wang and
Han Zhu and
Tao Zhuang and
Weiwen Liu and
Kan Ren and
Weinan Zhang and
Xiangyu Zhao},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {International Workshop on Deep Learning Practice for High-Dimensional
Sparse Data with RecSys 2023},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1276--1280},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608765},
doi = {10.1145/3604915.3608765},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/TangZGLJWZZLR0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TaoHMCLGCH23,
author = {Xuewen Tao and
Mingming Ha and
Qiongxu Ma and
Hongwei Cheng and
Wenfang Lin and
Xiaobo Guo and
Linxun Chen and
Bing Han},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Task Aware Feature Extraction Framework for Sequential Dependence
Multi-Task Learning},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {151--160},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608772},
doi = {10.1145/3604915.3608772},
timestamp = {Thu, 26 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TaoHMCLGCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TomitaTHO23,
author = {Yoji Tomita and
Riku Togashi and
Yuriko Hashizume and
Naoto Ohsaka},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Fast and Examination-agnostic Reciprocal Recommendation in Matching
Markets},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {12--23},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608774},
doi = {10.1145/3604915.3608774},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TomitaTHO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TommaselPA23,
author = {Antonela Tommasel and
Rafael Pablos{-}Sarabia and
Ira Assent},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Re2Dan: Retrieval of Medical Documents for e-Health in Danish},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1208--1211},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610655},
doi = {10.1145/3604915.3610655},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TommaselPA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TongQLMB23,
author = {Ding Tong and
Qifeng Qiao and
Ting{-}Po Lee and
James McInerney and
Justin Basilico},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Navigating the Feedback Loop in Recommender Systems: Insights and
Strategies from Industry Practice},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1058--1061},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610246},
doi = {10.1145/3604915.3610246},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TongQLMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/TurnbullTTRBCGR23,
author = {Douglas Turnbull and
April Trainor and
Douglas R. Turnbull and
Elizabeth Richards and
Kieran Bentley and
Victoria Conrad and
Paul Gagliano and
Cassandra Raineault and
Thorsten Joachims},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Localify.org: Locally-focus Music Artist and Event Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1200--1203},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610645},
doi = {10.1145/3604915.3610645},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/TurnbullTTRBCGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VassoyLK23,
author = {Bj{\o}rnar Vass{\o}y and
Helge Langseth and
Benjamin Kille},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Providing Previously Unseen Users Fair Recommendations Using Variational
Autoencoders},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {871--876},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608842},
doi = {10.1145/3604915.3608842},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VassoyLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Vente23,
author = {Tobias Vente},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Advancing Automation of Design Decisions in Recommender System Pipelines},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1355--1360},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608886},
doi = {10.1145/3604915.3608886},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Vente23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VenteEB23,
author = {Tobias Vente and
Michael D. Ekstrand and
Joeran Beel},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Introducing LensKit-Auto, an Experimental Automated Recommender System
(AutoRecSys) Toolkit},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1212--1216},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610656},
doi = {10.1145/3604915.3610656},
timestamp = {Fri, 05 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/VenteEB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VijayaraghavanM23,
author = {Sairamvinay Vijayaraghavan and
Prasant Mohapatra},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Stability of Explainable Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {947--954},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608853},
doi = {10.1145/3604915.3608853},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VijayaraghavanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VinagreAPJB23,
author = {Jo{\~{a}}o Vinagre and
Marie Al{-}Ghossein and
Ladislav Peska and
Al{\'{\i}}pio M{\'{a}}rio Jorge and
Albert Bifet},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{ORSUM} 2023 - 6th Workshop on Online Recommender Systems and User
Modeling},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1272--1273},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608763},
doi = {10.1145/3604915.3608763},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VinagreAPJB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/VrijenhoekMKSTG23,
author = {Sanne Vrijenhoek and
Lien Michiels and
Johannes Kruse and
Alain Starke and
Nava Tintarev and
Jordi Viader Guerrero},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {NORMalize: The First Workshop on Normative Design and Evaluation of
Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1252--1254},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608757},
doi = {10.1145/3604915.3608757},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/VrijenhoekMKSTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangHCFLLLHLBZB23,
author = {Yueqi Wang and
Yoni Halpern and
Shuo Chang and
Jingchen Feng and
Elaine Ya Le and
Longfei Li and
Xujian Liang and
Min{-}Cheng Huang and
Shane Li and
Alex Beutel and
Yaping Zhang and
Shuchao Bi},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Learning from Negative User Feedback and Measuring Responsiveness
for Sequential Recommenders},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1049--1053},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610244},
doi = {10.1145/3604915.3610244},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangHCFLLLHLBZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangLXZ23,
author = {Sirui Wang and
Peiguang Li and
Yunsen Xian and
Hongzhi Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Beyond the Sequence: Statistics-Driven Pre-training for Stabilizing
Sequential Recommendation Model},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {723--729},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608821},
doi = {10.1145/3604915.3608821},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangLXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangSD0Z23,
author = {Cheng Wang and
Jiacheng Sun and
Zhenhua Dong and
Ruixuan Li and
Rui Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Gradient Matching for Categorical Data Distillation in {CTR} Prediction},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {161--170},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608769},
doi = {10.1145/3604915.3608769},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangSD0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangSDZLLZ23,
author = {Cheng Wang and
Jiacheng Sun and
Zhenhua Dong and
Jieming Zhu and
Zhenguo Li and
Ruixuan Li and
Rui Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Data-free Knowledge Distillation for Reusing Recommendation Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {386--395},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608789},
doi = {10.1145/3604915.3608789},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangSDZLLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangXL0W23,
author = {Huazheng Wang and
Haifeng Xu and
Chuanhao Li and
Zhiyuan Liu and
Hongning Wang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Incentivizing Exploration in Linear Contextual Bandits under Information
Gap},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {415--425},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608794},
doi = {10.1145/3604915.3608794},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangXL0W23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangYWGF023,
author = {Changsheng Wang and
Jianbai Ye and
Wenjie Wang and
Chongming Gao and
Fuli Feng and
Xiangnan He},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {RecAD: Towards {A} Unified Library for Recommender Attack and Defense},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {234--244},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609490},
doi = {10.1145/3604915.3609490},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangYWGF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WangZDHQZMDX23,
author = {Zongyi Wang and
Yanyan Zou and
Anyu Dai and
Linfang Hou and
Nan Qiao and
Luobao Zou and
Mian Ma and
Zhuoye Ding and
Sulong Xu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {An Industrial Framework for Personalized Serendipitous Recommendation
in E-commerce},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1015--1018},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610234},
doi = {10.1145/3604915.3610234},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WangZDHQZMDX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Wegmeth23,
author = {Lukas Wegmeth},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Improving Recommender Systems Through the Automation of Design Decisions},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1332--1338},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608877},
doi = {10.1145/3604915.3608877},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Wegmeth23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WeiXH23,
author = {Wei Wei and
Lianghao Xia and
Chao Huang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Multi-Relational Contrastive Learning for Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {338--349},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608807},
doi = {10.1145/3604915.3608807},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WeiXH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WilmNBK23,
author = {Timo Wilm and
Philipp Normann and
Sophie Baumeister and
Paul{-}Vincent Kobow},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Scaling Session-Based Transformer Recommendations using Optimized
Negative Sampling and Loss Functions},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1023--1026},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610236},
doi = {10.1145/3604915.3610236},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WilmNBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Wu23,
author = {Ziqing Wu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Enhanced Privacy Preservation for Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1364--1368},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608888},
doi = {10.1145/3604915.3608888},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Wu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/WuJDT23,
author = {Chuhan Wu and
Qinglin Jia and
Zhenhua Dong and
Ruiming Tang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Customer Lifetime Value Prediction: Towards the Paradigm Shift of
Recommender System Objectives},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1293--1294},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3609499},
doi = {10.1145/3604915.3609499},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/WuJDT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XiZLOW23,
author = {Xumei Xi and
Yuke Zhao and
Quan Liu and
Liwen Ouyang and
Yang Wu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Integrating Offline Reinforcement Learning with Transformers for Sequential
Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610641},
doi = {10.1145/3604915.3610641},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XiZLOW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XieGZYHKWK23,
author = {Yueqi Xie and
Jingqi Gao and
Peilin Zhou and
Qichen Ye and
Yining Hua and
Jae Boum Kim and
Fangzhao Wu and
Sunghun Kim},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Rethinking Multi-Interest Learning for Candidate Matching in Recommender
Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {283--293},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608766},
doi = {10.1145/3604915.3608766},
timestamp = {Mon, 29 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/XieGZYHKWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XuBKLHNZ23,
author = {Ruiyang Xu and
Jalaj Bhandari and
Dmytro Korenkevych and
Fan Liu and
Yuchen He and
Alex Nikulkov and
Zheqing Zhu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Optimizing Long-term Value for Auction-Based Recommender Systems via
On-Policy Reinforcement Learning},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {955--962},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608854},
doi = {10.1145/3604915.3608854},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XuBKLHNZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/XuPM23,
author = {Zitao Xu and
Weike Pan and
Zhong Ming},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {A Multi-view Graph Contrastive Learning Framework for Cross-Domain
Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {491--501},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608785},
doi = {10.1145/3604915.3608785},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/XuPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangLSDL23,
author = {Boming Yang and
Dairui Liu and
Toyotaro Suzumura and
Ruihai Dong and
Irene Li},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{\unicode{10024}} Going Beyond Local: Global Graph-Enhanced Personalized
News Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {24--34},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608801},
doi = {10.1145/3604915.3608801},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangLSDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangLZZC23,
author = {Hao Yang and
Zhining Liu and
Zeyu Zhang and
Chenyi Zhuang and
Xu Chen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Towards Robust Fairness-aware Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {211--222},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608784},
doi = {10.1145/3604915.3608784},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangLZZC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YeL023,
author = {Xiaoxin Ye and
Yun Li and
Lina Yao},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {{DREAM:} Decoupled Representation via Extraction Attention Module
and Supervised Contrastive Learning for Cross-Domain Sequential Recommender},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {479--490},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608780},
doi = {10.1145/3604915.3608780},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YeL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YiWHCWHHCC23,
author = {Xinyang Yi and
Shao{-}Chuan Wang and
Ruining He and
Hariharan Chandrasekaran and
Charles Wu and
Lukasz Heldt and
Lichan Hong and
Minmin Chen and
Ed H. Chi},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Online Matching: {A} Real-time Bandit System for Large-scale Recommendations},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {403--414},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608792},
doi = {10.1145/3604915.3608792},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YiWHCWHHCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YiZNC23,
author = {Congrui Yi and
David Zumwalt and
Zijian Ni and
Shreya Chakrabarti},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Progressive Horizon Learning: Adaptive Long Term Optimization for
Personalized Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {940--946},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608852},
doi = {10.1145/3604915.3608852},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YiZNC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YinXQDFLL23,
author = {Bin Yin and
Junjie Xie and
Yu Qin and
Zixiang Ding and
Zhichao Feng and
Xiang Li and
Wei Lin},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Heterogeneous Knowledge Fusion: {A} Novel Approach for Personalized
Recommendation via {LLM}},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {599--601},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608874},
doi = {10.1145/3604915.3608874},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YinXQDFLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YuanWC23,
author = {Jianjun Yuan and
Wei Lee Woon and
Ludovik Coba},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Adversarial Sleeping Bandit Problems with Multiple Plays: Algorithm
and Ranking Application},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {744--749},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608824},
doi = {10.1145/3604915.3608824},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YuanWC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YuanZZWD23,
author = {Meng Yuan and
Fuzhen Zhuang and
Zhao Zhang and
Deqing Wang and
Jin Dong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {565--575},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608787},
doi = {10.1145/3604915.3608787},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YuanZZWD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Zhang23,
author = {Jiawei Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Learning the True Objectives of Multiple Tasks in Sequential Behavior
Modeling},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1109--1113},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3610642},
doi = {10.1145/3604915.3610642},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Zhang23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/Zhang23a,
author = {Gangyi Zhang},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {User-Centric Conversational Recommendation: Adapting the Need of User
with Large Language Models},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {1349--1354},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608885},
doi = {10.1145/3604915.3608885},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/Zhang23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangBZWF023,
author = {Jizhi Zhang and
Keqin Bao and
Yang Zhang and
Wenjie Wang and
Fuli Feng and
Xiangnan He},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language
Model Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {993--999},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608860},
doi = {10.1145/3604915.3608860},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangBZWF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhangYD23,
author = {Yichi Zhang and
Guisheng Yin and
Yuxin Dong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Contrastive Learning with Frequency-Domain Interest Trends for Sequential
Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {141--150},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608790},
doi = {10.1145/3604915.3608790},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhangYD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoCLHS023,
author = {Yuhan Zhao and
Rui Chen and
Riwei Lai and
Qilong Han and
Hongtao Song and
Li Chen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Augmented Negative Sampling for Collaborative Filtering},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {256--266},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608811},
doi = {10.1145/3604915.3608811},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoCLHS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoZWZPCW23,
author = {Zhipeng Zhao and
Kun Zhou and
Xiaolei Wang and
Wayne Xin Zhao and
Fan Pan and
Zhao Cao and
Ji{-}Rong Wen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Alleviating the Long-Tail Problem in Conversational Recommender Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {374--385},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608812},
doi = {10.1145/3604915.3608812},
timestamp = {Sat, 06 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoZWZPCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhaoZXCDW23,
author = {Haiyuan Zhao and
Lei Zhang and
Jun Xu and
Guohao Cai and
Zhenhua Dong and
Ji{-}Rong Wen},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Uncovering User Interest from Biased and Noised Watch Time in Video
Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {528--539},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608797},
doi = {10.1145/3604915.3608797},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhaoZXCDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhengHZSZ23,
author = {Bowen Zheng and
Yupeng Hou and
Wayne Xin Zhao and
Yang Song and
Hengshu Zhu},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Reciprocal Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {89--100},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608798},
doi = {10.1145/3604915.3608798},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhengHZSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhengSSZ023,
author = {Zhi Zheng and
Ying Sun and
Xin Song and
Hengshu Zhu and
Hui Xiong},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Generative Learning Plan Recommendation for Employees: {A} Performance-aware
Reinforcement Learning Approach},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {443--454},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608795},
doi = {10.1145/3604915.3608795},
timestamp = {Tue, 26 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhengSSZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhouGXYHKW023,
author = {Peilin Zhou and
Jingqi Gao and
Yueqi Xie and
Qichen Ye and
Yining Hua and
Jaeboum Kim and
Shoujin Wang and
Sunghun Kim},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Equivariant Contrastive Learning for Sequential Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {129--140},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608786},
doi = {10.1145/3604915.3608786},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhouGXYHKW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhuR23,
author = {Zheqing Zhu and
Benjamin Van Roy},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Deep Exploration for Recommendation Systems},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {963--970},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608855},
doi = {10.1145/3604915.3608855},
timestamp = {Sun, 24 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhuR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/ZhuW0S23,
author = {Jiajie Zhu and
Yan Wang and
Feng Zhu and
Zhu Sun},
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Domain Disentanglement with Interpolative Data Augmentation for Dual-Target
Cross-Domain Recommendation},
booktitle = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
pages = {515--527},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915.3608802},
doi = {10.1145/3604915.3608802},
timestamp = {Thu, 30 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/ZhuW0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/recsys/2023,
editor = {Jie Zhang and
Li Chen and
Shlomo Berkovsky and
Min Zhang and
Tommaso Di Noia and
Justin Basilico and
Luiz Pizzato and
Yang Song},
title = {Proceedings of the 17th {ACM} Conference on Recommender Systems, RecSys
2023, Singapore, Singapore, September 18-22, 2023},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3604915},
doi = {10.1145/3604915},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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