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RecSys
RecSys Best Papers
ACM Conference on Recommender Systems
17 papers · 2021–2025
← RecSys Conference Info
🏆
2025
(2)
Best Paper Award
You Don't Bring Me Flowers: Mitigating Unwanted Recommendations Through Conformal Risk Control
Giovanni De ToniErasmo PurificatoEmilia GomezAndrea PasseriniBruno LepriCristian Consonni
Best Paper Award
Beyond Top-1: Addressing Inconsistencies in Evaluating Counterfactual Explanations for Recommender Systems
Amir Reza MohammadiAndreas PeintnerMichael MüllerEva Zangerle
Recommender Systems
🏆
2024
(3)
Best Paper Award
Towards Empathetic Conversational Recommender Systems
Xiaoyu ZhangRuobing XieYougang LyuXin XinPengjie RenMingfei LiangBo ZhangZhanhui KangMaarten de RijkeZhaochun Ren
Recommender Systems
Best Paper Award
The MovieLens Beliefs Dataset: Collecting Pre-Choice Data for Online Recommender Systems
Guy AridorDuarte GoncalvesRuoyan KongDaniel KluverJoseph Konstan
Recommender Systems
Best Student Paper Award
Unlocking the Hidden Treasures: Enhancing Recommendations with Unlabeled Data
Yuhan ZhaoRui ChenQilong HanHongtao SongLi Chen
🏆
2023
(6)
Best Paper Award
gSASRec: Reducing Overconfidence in Sequential Recommendation Trained with Negative Sampling
Aleksandr V. PetrovCraig Macdonald
recommender-systems
Best Paper Runner-Up
Going Beyond Local: Global Graph-Enhanced Personalized News Recommendations
Boming YangDairui LiuToyotaro SuzumuraRuihai DongIrene Li
Best Paper Runner-Up
Pairwise Intent Graph Embedding Learning for Context-Aware Recommendation
Dugang LiuYuhao WuWeixin LiXiaolian ZhangHao WangQinjuan YangZhong Ming
Embeddings
Recommender Systems
Best Paper Award
Interpretable User Retention Modeling in Recommendation
Rui DingRuobing XieXiaobo HaoXiaochun YangKaikai GeXu ZhangJie ZhouLeyu Lin
Explainable AI
Recommender Systems
Best Paper Runner-Up
Scalable Approximate NonSymmetric Autoencoder for Collaborative Filtering
Martin SpišákRadek BartyzalAntonín HoskovecLadislav PeškaMiroslav Tůma
Autoencoders
Best Paper Runner-Up
Of Spiky SVDs and Music Recommendation
Darius AfcharRomain HennequinVincent Guigue
Recommender Systems
🏆
2022
(4)
Best Paper Award
Denoising Self-Attentive Sequential Recommendation
Huiyuan ChenYusan LinMenghai PanLan WangChin-Chia Michael YehXiaoting LiYan ZhengFei WangHao Yang
recommender-systems
Best Student Paper Award
Exploring the longitudinal effects of nudging on users' music genre exploration behavior and listening preferences
Yu LiangMartijn C. Willemsen
Exploration
Music Generation
Best Paper Runner-Up
Modelling Two-Way Selection Preference for Person-Job Fit
Chen YangYupeng HouYang SongTao ZhangJi-Rong WenWayne Xin Zhao
Best Paper Runner-Up
RADio – Rank-Aware Divergence Metrics to Measure Normative Diversity in News Recommendations
Sanne VrijenhoekGabriel BénédictMateo GutierrezDaan OdijkMaarten de Rijke
🏆
2021
(2)
Best Paper Award
An Audit of Misinformation Filter Bubbles on YouTube: Bubble Bursting and Recent Behavior Changes
Matus TomleinBranislav PecherJakub SimkoIvan SrbaRobert MoroElena StefancovaMichal KompanAndrea HrckovaJuraj PodrouzekMaria Bielikova
recommender-systems
Best Student Paper Award
Pessimistic Reward Models for Off-Policy Learning in Recommendation
Olivier JeunenBart Goethals
Recommender Systems