zealscott/KG4Rec_Paperlist

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zealscott/KG4Rec_Paperlist

zealscott

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This repository collects recent top papers about knowledge-aware recommendations. We will keep updating the paper list weekly.

MiniProject

Mini project that can be done for beginner

ST2Vec

Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.

HAKG

Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.

ClassProject

SGDL

Source code for Self-Guided Learning to Denoise for Robust Recommendation. SIGIR 2022.

Causality4Rec_Paperlist

This repository collects recent top papers about causal inference for recommendation. We will keep updating the paper list weekly.

LDPTrace

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.

nnPUSB

Learning from positive and unlabeled data with a selection bias (nnPUSB) reproductive code on MNIST and CIFAR10

MMORPG

The demo of a massively multiplayer online role-playing game (MMORPG) using Unity and PostgreSQL

HyperLearning_Paperlist

This repository collects recent top papers about utilizing hyperbolic geometry for representation learning. We will keep updating the paper list weekly.

ECF

Source code for Towards Explainable Collaborative Filtering with Taste Clusters Learning. TheWebConf (WWW) 2023.

SynMeter

A principled library for tuning, training and evaluating tabular data synthesis on fidelity, privacy and utility.