Experiments on Generalizability of User-Oriented Fairness in Recommender
Systems

Experiments on Generalizability of User-Oriented Fairness in Recommender Systems

17 May 2022

Hossein A. Rahmani

Mohammadmehdi Naghiaei

Mohammad Aliannejadi

Papers citing "Experiments on Generalizability of User-Oriented Fairness in Recommender Systems"

16 / 16 papers shown

Title
Reproducibility Companion Paper:In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems Yixiu Liu Zehui He Yuyuan Li Zhongxuan Han Chaochao Chen Xiaolin Zheng 44 0 0 29 Mar 2025
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation Yuelyu Ji Zhuochun Li Rui Meng Daqing He LRM 21 3 0 07 Oct 2024
Fair Augmentation for Graph Collaborative Filtering Ludovico Boratto Francesco Fabbri Gianni Fenu Mirko Marras Giacomo Medda 27 1 0 22 Aug 2024
CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation Junda Wu Cheng-Chun Chang Tong Yu Zhankui He Jianing Wang Yupeng Hou Julian McAuley LRM RALM 21 17 0 11 Mar 2024
Understanding Biases in ChatGPT-based Recommender Systems: Provider Fairness, Temporal Stability, and Recency Yashar Deldjoo LRM VLM 43 36 0 19 Jan 2024
Lexical Entrainment for Conversational Systems Zhengxiang Shi Procheta Sen Aldo Lipani 17 1 0 14 Oct 2023
A Topological Perspective on Demystifying GNN-Based Link Prediction Performance Yu-Chiang Frank Wang Tong Zhao Yuying Zhao Yunchao Liu Xueqi Cheng Neil Shah Tyler Derr 8 4 0 06 Oct 2023
In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems Zhongxuan Han Chaochao Chen Xiaolin Zheng Weiming Liu Jun Wang Wenjie Cheng Yuyuan Li FaML 25 3 0 04 Sep 2023
Self Contrastive Learning for Session-based Recommendation Zhengxiang Shi Xi Wang Aldo Lipani 14 5 0 02 Jun 2023
UP5: Unbiased Foundation Model for Fairness-aware Recommendation Wenyue Hua Yingqiang Ge Shuyuan Xu Jianchao Ji Yongfeng Zhang 11 46 0 20 May 2023
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation Jizhi Zhang Keqin Bao Yang Zhang Wenjie Wang Fuli Feng Xiangnan He LRM ALM 22 155 0 12 May 2023
FairRec: Fairness Testing for Deep Recommender Systems Hui Guo Jinfeng Li Jingyi Wang Xiangyu Liu Dongxia Wang Zehong Hu Rong Zhang Hui Xue 14 7 0 14 Apr 2023
Fairness in Recommendation: Foundations, Methods and Applications Yunqi Li H. Chen Shuyuan Xu Yingqiang Ge Juntao Tan Shuchang Liu Yongfeng Zhang FaML OffRL 87 41 0 26 May 2022
Fairness in Recommender Systems: Research Landscape and Future Directions Yashar Deldjoo Dietmar Jannach Alejandro Bellogín Alessandro Difonzo Dario Zanzonelli OffRL FaML 83 82 0 23 May 2022
The Unfairness of Popularity Bias in Book Recommendation Mohammadmehdi Naghiaei Hossein A. Rahmani M. Dehghan FaML 71 25 0 27 Feb 2022
User-oriented Fairness in Recommendation Yunqi Li H. Chen Zuohui Fu Yingqiang Ge Yongfeng Zhang FaML 96 228 0 21 Apr 2021