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Yupeng Hou's Projects

amazonreviews2023 icon amazonreviews2023

Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrieval and Recommendation".

bicat icon bicat

This is the official source code of "BiCAT: Sequential Recommendation with Bidirectional Chronological Augmentation of Transformer" based on TensorFlow.

ccf-deadlines icon ccf-deadlines

⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~

cikm2020-s3rec icon cikm2020-s3rec

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

core icon core

[SIGIR22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space".

fmss icon fmss

A simulation of Unix's file management system.

generative-recommenders icon generative-recommenders

Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).

gmpt icon gmpt

[SDM22] PyTorch implementation for "Neural Graph Matching for Pre-training Graph Neural Networks".

graphormer icon graphormer

Graphormer is a deep learning package that allows researchers and developers to train custom models for molecule modeling tasks. It aims to accelerate the research and application in AI for molecule science, such as material design, drug discovery, etc.

ir-evaluator icon ir-evaluator

A tiny server-client evaluator for IR homework (e.g. Search Engine) in Python.

llmrank icon llmrank

Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

llmsurvey icon llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

pure icon pure

NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction

recbole icon recbole

A unified, comprehensive and efficient recommendation library

recbole-gnn icon recbole-gnn

Efficient and extensible GNNs enhanced recommender library based on RecBole.

search_demo icon search_demo

A simple demo for web server of search engine using Flask.

selfrec icon selfrec

An open-source framework for self-supervised recommender systems.

shpjf icon shpjf

[DASFAA22] Official PyTorch implementation for "Leveraging Search History for Improving Person-Job Fit".

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