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- Maryam Aziz, Jesse Anderton, Kevin G. Jamieson, Alice Wang, Hugues Bouchard, Javed A. Aslam. Unbiased Identification of Broadly Appealing Content Using a Pure Exploration Infinitely Armed Bandit Strategy. Trans. Recomm. Syst., 3(1), March 2025.
- Tunhou Zhang, Dehua Cheng, Yuchen He, Zhengxing Chen, Xiaoliang Dai, Liang Xiong, Yudong Liu, Feng Cheng, Yufan Cao 0002, Feng Yan 0001, Hai Li 0001, Yiran Chen 0001, Wei Wen. Towards Automated Model Design on Recommender Systems. Trans. Recomm. Syst., 3(3), September 2025.
- Thorsten Krause, Alina Deriyeva, Jan Heinrich Beinke, Gerrit York Bartels, Oliver Thomas 0001. Mitigating Exposure Bias in Recommender Systems - A Comparative Analysis of Discrete Choice Models. Trans. Recomm. Syst., 3(2), June 2025.
- Daniele Malitesta, Giandomenico Cornacchia, Claudio Pomo, Felice Antonio Merra, Tommaso Di Noia, Eugenio Di Sciascio. Formalizing Multimedia Recommendation through Multimodal Deep Learning. Trans. Recomm. Syst., 3(3), September 2025.
- Simone Borg Bruun, Christina Lioma, Maria Maistro. Recommending Target Actions Outside Sessions in the Data-poor Insurance Domain. Trans. Recomm. Syst., 3(1), March 2025.
- Xiaoyu Du 0002, Kun Qian, Yunshan Ma, Xinguang Xiang. Enhancing Item-level Bundle Representation for Bundle Recommendation. Trans. Recomm. Syst., 3(3), September 2025.
- Luciano Caroprese, Francesco Sergio Pisani, Bruno Miguel Veloso, Matthias König 0005, Giuseppe Manco 0001, Holger H. Hoos, João Gama 0001. Modelling Concept Drift in Dynamic Data Streams for Recommender Systems. Trans. Recomm. Syst., 3(2), June 2025.
- Hongjian Shi, Yicheng Di, Xinyu Ruan, Mingrui Liao, Qian Zhang 0001, Ruhui Ma, Haibing Guan. Efficient Federated Recommender System with Adaptive Model Pruning and Momentum-based Batch Adjustment. Trans. Recomm. Syst., 3(3), September 2025.
- Zhiwei Liu 0001, Hao Peng 0001, Caiming Xiong, Julian J. McAuley, Philip S. Yu. Introduction to the Special Issue on Knowledge Transferring for Recommender Systems. Trans. Recomm. Syst., 3(3), September 2025.