Jianghao Lin
4 papers in the PaperMetrix corpus
Papers by this author
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An F-shape Click Model for Information Retrieval on Multi-block Mobile Pages
2022 · arXiv (Cornell University)
To provide click simulation or relevance estimation based on users' implicit interaction feedback, click models have been much studied during recent years. Most click models focus on user behaviors towards a single list. However, with …
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A Bird's-eye View of Reranking: from List Level to Page Level
2022 · arXiv (Cornell University)
Reranking, as the final stage of multi-stage recommender systems, refines the initial lists to maximize the total utility. With the development of multimedia and user interface design, the recommendation page has evolved to a multi-list …
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Mamba4Rec: Towards Efficient Sequential Recommendation with Selective State Space Models
2024 · arXiv (Cornell University)
Sequential recommendation aims to estimate the dynamic user preferences and sequential dependencies among historical user behaviors. Although Transformer-based models have proven to be effective for sequential recommendation, they suffer from the inference inefficiency problem stemming …
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Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations
2024 · arXiv (Cornell University)
Recommender systems (RS) are pivotal in managing information overload in modern digital services. A key challenge in RS is efficiently processing vast item pools to deliver highly personalized recommendations under strict latency constraints. Multi-stage cascade …