Article-Journal

Causal Deconfounding via Confounder Disentanglement for Dual-Target Cross-Domain Recommendation
‘In recent years, dual-target Cross-Domain Recommendation (CDR) has been proposed to capture comprehensive user preferences in …
Jiajie Zhu, Yan Wang, Feng Zhu, Zhu Sun
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COSTA: Contrastive Spatial and Temporal Debiasing Framework for Next POI Recommendation
Yu Lei, Limin Shen, Zhu Sun, Tiantian He, Shanshan Feng, Guanfeng Liu
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Decentralized Next Point-of-Interest Recommendation Guided by Willingness to Share
Ziqing Wu, Zhu Sun, Dongxia Wang, Lu Zhang, Jie Zhang, Yew-Soon Ong
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KG4RecEval: Does Knowledge Graph Really Matter for Recommender Systems?
‘Recommender systems (RSs) are designed to provide personalized recommendations to users. Recently, knowledge graphs (KGs) have …
Haonan Zhang, Dongxia Wang, Zhu Sun, Yanhui Li, Youcheng Sun, Huizhi Lian, Wenhai Wang
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Language Model Evolutionary Algorithms for Recommender Systems: Benchmarks and Algorithm Comparisons
In the evolutionary computing community, the remarkable language-handling capabilities and reasoning power of large language models …
Jiao Liu, Zhu Sun*, Shanshan Feng, Caishun Chen, Yew Soon Ong
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PCDe: A Personalized Conversational Debiasing Framework for Next POI Recommendation with Uncertain Check-Ins
Chen Li, Huoyan Huang, Zhu Sun, Lu Zhang, Shanshan Feng, Guanfeng Liu
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A New Era in Human Factors Engineering: A Survey of the Applications and Prospects of Large Multimodal Models
In recent years, the potential applications of Large Multimodal Models (LMMs) in fields such as healthcare, social psychology, and …
Fan Li, Ching-Hung Lee, Su Han, Shanshan Feng, Zhu Sun
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A Survey on Truth Discovery: Concepts, Methods, Applications and Opportunities
Shuang Wang, He Zhang, Michael Sheng, Xiaoping Li, Zhu Sun, Taotao Cai, Wei Emma Zhang, Jian Yang, Qing Gao
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Adaptive Intention Learning for Session-based Recommendation
In recent years, session-based recommender systems (SRSs) have emerged as a significant research focus within the recommendation field. …
Qingbo Zhang, Xiaochun Yang, Hao Chen, Bing Wang, Zhu Sun, Xiangmin Zhou
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Revisiting Bundle Recommendation for Intent-aware Product Bundling
Product bundling represents a prevalent marketing strategy in both offline stores and e-commerce systems. Despite its widespread use, …
Zhu Sun, Kaidong Feng, Jie Yang, Hui Fang, Xinghua Qu, Yew-Soon Ong, Wenyuan Liu
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