77 citations · 133 across the 12 of their papers we have counts for
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cs.IR2024
Blockchain-based Federated Recommendation with Incentive Mechanism
Jianhai Chen, Yanlin Wu, Dazhong Rong +5
Nowadays, federated recommendation technology is rapidly evolving to help multiple organisations share data and train models while meeting user privacy, data security and governmen…
cs.IR2023★ 1 cited
CoMeta: Enhancing Meta Embeddings with Collaborative Information in Cold-start Problem of Recommendation
Haonan Hu, Dazhong Rong, Jianhai Chen +2
The cold-start problem is quite challenging for existing recommendation models. Specifically, for the new items with only a few interactions, their ID embeddings are trained inadeq…
cs.IR2022★ 45 cited
Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios
Dazhong Rong, Qinming He, Jianhai Chen
Various attack methods against recommender systems have been proposed in the past years, and the security issues of recommender systems have drawn considerable attention. Tradition…