249 citations · 507 across the 22 of their papers we have counts for
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cs.IR2020★ 3 cited
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations
Weihao Gao, Xiangjun Fan, Chong Wang +7
One of the core problems in large-scale recommendations is to retrieve top relevant candidates accurately and efficiently, preferably in sub-linear time. Previous approaches are mo…
cs.IR2020★ 3 cited
Learning to Structure Long-term Dependence for Sequential Recommendation
Renqin Cai, Qinglei Wang, Chong Wang +1
Sequential recommendation recommends items based on sequences of users' historical actions. The key challenge in it is how to effectively model the influence from distant actions t…
cs.IR2012★ 41 cited
Latent Collaborative Retrieval
Jason Weston, Chong Wang, Ron Weiss +1
Retrieval tasks typically require a ranking of items given a query. Collaborative filtering tasks, on the other hand, learn to model user's preferences over items. In this paper we…