diweiqiang's repositories
review-based-recommender
Pytorch implementations of several review-based recommendation models. The repository currently contains the published DeepCoNN, NARRE, D-ATT, AHN, and a simple baseline SimpleSiamese
AGNN
Code of our paper "Attribute Graph Neural Networks for Strict Cold Start Recommendation" accepted by TKDE 2020.
CATN
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
Co-Action-Network
Implementation of CAN: Revisiting Feature Co-Action for Click-Through RatePrediction
DE-RRD_CIKM20
DE-RRD: A Knowledge Distillation Framework for Recommender System (CIKM'20)
DEAL
IJCAI2020
DuoRec
Code for WSDM 2022 paper, Contrastive Learning for Representation Degeneration Problem in Sequential Recommendation.
falling_snow
you can see the effect in this page
GC-SAN
An implementation trying to reproduce "Graph contextualized self-attention network for session-based recommendation" based on SR-GNN code.
GroupIM
Code for GroupIM: A Mutual Information Maximization Framework for Neural Group Recommendation (SIGIR 2020)
LightFIG
GMCF: Neural Graph Matching based Collaborative Filtering, SIGIR 2021
LSTPM
Ke Sun, Tieyun Qian, Tong Chen, Yile Liang, Quoc Viet Hung Nguyen, Hongzhi Yin: Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation. AAAI 2020 accepted.
MATINF
The dataset and PyTorch Implementation for ACL 2020 paper "MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization".
RecAdam
Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.
RecBole
A unified, comprehensive and efficient recommendation library
SASRec.pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
TAGNN
[SIGIR 2020] Python implementation for "TAGNN: Target Attentive Graph Neural Networks for Session-based Recommendation"
TIFUKNN
kNN-based next-basket recommendation
yn
A Hackable Markdown Note Application for Programmers. Documents encryption, code snippet running, integrated terminal, chart embedding, HTML widgets, plug-in, and macro replacement.