Search Results for author: Liguang Zhang

Found 2 papers, 2 papers with code

CmnRec: Sequential Recommendations with Chunk-accelerated Memory Network

1 code implementation28 Apr 2020 Shilin Qu, Fajie Yuan, Guibing Guo, Liguang Zhang, Wei Wei

Specifically, our framework divides proximal information units into chunks, and performs memory access at certain time steps, whereby the number of memory operations can be greatly reduced.

Chunking Recommendation Systems

Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation

1 code implementation13 Jan 2020 Fajie Yuan, Xiangnan He, Alexandros Karatzoglou, Liguang Zhang

To overcome this issue, we develop a parameter efficient transfer learning architecture, termed as PeterRec, which can be configured on-the-fly to various downstream tasks.

Recommendation Systems Transfer Learning

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