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ustcml's Projects

apt icon apt

Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

gcn_mobility_relationship icon gcn_mobility_relationship

Tensorflow implementation of Heter-GCN (Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection, AAAI 2020)

geosan icon geosan

Pytorch implementation of GeoSAN (Geography-Aware Sequential Location Recommendation. KDD 2021)

lightne icon lightne

Matlab implementation of LightNE (Network Representation Lightening from Hashing to Quantization, TKDE 2022)

lisa icon lisa

Pytorch implementation of LISA (Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation. WWW 2021)

matrec icon matrec

MRec -- a Matlab-based Recommender System

pris icon pris

Tensorflow implementation of PRIS (Personalized Ranking with Importance Sampling. WWW 2020)

recstudio icon recstudio

A highly-modularized and recommendation-efficient recommendation library based on PyTorch.

trialattack icon trialattack

Tensorflow implementation of TrialAttack (Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems. KDD 2021)

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