Stars
METIS - Serial Graph Partitioning and Fill-reducing Matrix Ordering
Ting-Ting Su, Chang-Dong Wang, Wu-Dong Xi, Jian-Huang Lai, Philip S. Yu. Hierarchical Alignment with Polar Contrastive Learning for Next-basket Recommendation, TKDE2023.
This is a repository of public data sources for Recommender Systems (RS).
The code for "Adaptive In-Context Learning with Large Language Models for Bundle Generation"
[NeurIPS'24] The official implementation code of LLM-ESR.
(WWW'24 + LinkedIn) The first RS that tightly combines LLM with ID-based RS
The implementation of paper "Leveraging Multimodal Features and Item-level User Feedback for Bundle Construction", WSDM'24.
The implementation of "Fine-tuning Multimodal Large Language Models for Product Bundling", KDD'25
Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
Hierarchical User Intent Graph Network for Multimedia Recommendation
Unofficial pytorch implementation of DisenGCN
Pytorch implementation of paper: Multi-Interest Network with Dynamic Routing for Recommendation at Tmall
Multi-View Graph Convolutional Network for Multimedia Recommendation
[AAAI 2024] Official Pytorch Implementation for "LGMRec: Local and Global Graph Learning for Multimodal Recommendation".
[ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"
Source code and dataset of the paper "Modality-Independent Graph Neural Networks with Global Transformers for Multimodal Recommendation", which is accepted by AAAI 2025.
[AAAI'25 Oral] The official implementation code of LLMEmb
Towards LLM-RecSys Alignment with Textual ID Learning