ustcml

Pinned Repositories

FuxiTS
Language:Python144
gcn_mobility_relationship
Tensorflow implementation of Heter-GCN (Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection, AAAI 2020)
Language:Python10
GeoSAN
Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)
Language:Python3 0 30
LISA
Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)
Language:Python0 0 00
mini-lightning
The mini version of PyTorch Lightning
Language:Python21 1 00
PRIS
Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)
Language:Python1 0 00
RecStudio
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
Language:Python163 5 1320
TorchML
Language:Python00
TorchUrban
00
TrialAttack
Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)
Language:Python11

ustcml's Repositories

ustcml/RecStudio
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
Language:Python163 5 1320
ustcml/mini-lightning
The mini version of PyTorch Lightning
Language:Python21 1 00
ustcml/FuxiTS
Language:Python144
ustcml/GeoSAN
Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)
Language:Python3 0 30
ustcml/gcn_mobility_relationship
Tensorflow implementation of Heter-GCN (Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection, AAAI 2020)
Language:Python10
ustcml/PRIS
Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)
Language:Python1 0 00
ustcml/TrialAttack
Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)
Language:Python11
ustcml/LightNE
Matlab implementation of LightNE (Network Representation Lightening from Hashing to Quantization, TKDE 2022)
Language:MATLAB0 0 00
ustcml/LISA
Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)
Language:Python0 0 00
ustcml/TorchML
Language:Python00
ustcml/TorchUrban
00
ustcml/TrustKDD
Language:CSS00
ustcml/APT
Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)
Language:Python0 0
ustcml/MatRec
MRec -- a Matlab-based Recommender System
Language:MATLAB0 0