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crystal22's Projects

bi-att-flow icon bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

bi-tgcf icon bi-tgcf

Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks

biblosa icon biblosa

Bi-Directional Block Self-Attention

biblosa-pytorch icon biblosa-pytorch

Re-implementation of Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling (T. Shen et al., ICLR 2018) on Pytorch.

bilstm4rec icon bilstm4rec

Sequence-based Recommendation with Bidirectional LSTM Network

boxcars icon boxcars

Source code related to BoxCars publication

bptf icon bptf

Temporal Collaborative Filtering with Bayesian Probabilistic Tensor Factorization

c2dsr icon c2dsr

An unofficial PyTorch imlpementation of C2DSR [CIKM 2022] "Contrastive Cross-Domain Sequential Recommendation".

c2dsr-1 icon c2dsr-1

[CIKM 2022]Contrastive Cross-Domain Sequential Recommendation

cape icon cape

In this repository, We're going to implement the paper, which is "Content-Aware Hierarchical Point-of-Interest Embedding Model for Successive POI Recommendation", (B. Chang et al, IJCAI-ECAI'18), using a PyTorch library.

capri icon capri

CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework

cara icon cara

An implementation of Contextual Attention Recurrent Architecture (SIGIR 2018)

carp icon carp

The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu, https://dl.acm.org/citation.cfm?doid=3331184.3331216

cascn icon cascn

Information Diffusion Prediction via Recurrent Cascades Convolution

caser icon caser

TensorFlow implemenation of Caser model in paper "Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding"

caser_pytorch icon caser_pytorch

A PyTorch implementation of Convolutional Sequence Embedding Recommendation Model (Caser)

cast icon cast

Code and dataset of our paper "Context-Aware Seq2seq Translation Model for Sequential Recommendation" submitted to Information Sciences.

cat-art icon cat-art

One for All, All for One: Learning and Transferring User Embeddings for Cross-Domain Recommendation (WSDM-2023)

cathi icon cathi

Context-aware Trajectory Embedding and Human Mobility Inference

catn icon catn

The implementation of SIGIR 2020 paper "CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network“, Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng and Aixin Sun

catn-1 icon catn-1

The implementation of our SIGIR 2020 paper "CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network“, Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng and Aixin Sun

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