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FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services
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Wei Yuan, Chaoqun Yang, Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
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43 |
6 |
1–24 |
2025 |
8.9 |
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Average Rating: 0.0 / 5
(0 Reviews)
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C2lRec: Causal Contrastive Learning for User Cold-start Recommendation with Social Variables
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Xiaolong Xu, Hongsheng Dong, Haolong Xiang, Xiyuan Hu, Xiaoyong Li, Xiaoyu Xia, Xuyun Zhang, Lianyong Qi, Wanchun Dou
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43 |
6 |
1–28 |
2025 |
10.92 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Inter- and Intra-Similarity Preserved Counterfactual Incentive Effect Estimation for Recommendation Systems
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Fan Wang, Lianyong Qi, Weiming Liu, Bowen Yu, Jintao Chen, Yanwei Xu
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43 |
6 |
1–24 |
2025 |
9.88 |
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Average Rating: 0.0 / 5
(0 Reviews)
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CaGE: A Causality-inspired Graph Neural Network Explainer for Recommender Systems
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Shuo Yu, Yicong Li, Shuo Wang, Tao Tang, Qiang Zhang, Jingjing Zhou, Ivan Lee, Feng Xia
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43 |
6 |
1–29 |
2025 |
9.9 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Causal Time-aware News Recommendations with Large Language Models
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Sirui Huang, Qian Li, Haoran Yang, Dianer Yu, Qing Li, Guandong Xu
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43 |
6 |
1–25 |
2025 |
8.94 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Causal Structure Representation Learning of Unobserved Confounders in Latent Space for Recommendation
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Hangtong Xu, Yuanbo Xu, Chaozhuo Li, Fuzhen Zhuang
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43 |
6 |
1–29 |
2025 |
12.88 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Mitigating Propensity Bias of Large Language Models for Recommender Systems
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Guixian Zhang, Guan Yuan, Debo Cheng, Lin Liu, Jiuyong Li, Shichao Zhang
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43 |
6 |
1–26 |
2025 |
13.86 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Causality-Inspired Fair Representation Learning for Multimodal Recommendation
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Weixin Chen, Li Chen, Yongxin Ni, Yuhan Zhao
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43 |
6 |
1–29 |
2025 |
9.9 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Debiased Recommendation via Wasserstein Causal Balancing
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Hao Wang, Zhichao Chen, Honglei Zhang, Zhengnan Li, Licheng Pan, Haoxuan Li, Mingming Gong
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43 |
6 |
1–24 |
2025 |
10.92 |
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Average Rating: 0.0 / 5
(0 Reviews)
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Genomics-Enhanced Cancer Risk Prediction for Personalized LLM-Driven Healthcare Recommender Systems
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Kezhi Lu, Jie Lu, Hanshi Xu, Kairui Guo, Qian Zhang, Hua Lin, Mark Grosser, Yi Zhang, Guangquan Zhang
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43 |
6 |
1–30 |
2025 |
9.94 |
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Average Rating: 0.0 / 5
(0 Reviews)
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