Yupeng Hou's repositories
awesome-llm-powered-agent
Awesome things about LLM-powered agents. Papers / Repos / Blogs / ...
AmazonReviews2023
Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrieval and Recommendation".
ICLR2023-OpenReviewData
Crawl & visualize ICLR papers and reviews.
RecBole-GNN
Efficient and extensible GNNs enhanced recommender library based on RecBole.
Awesome-LLM4RS-Papers
Large Languange Model for Recommender System Papers
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).
ai-deadlines
:alarm_clock: AI conference deadline countdowns
awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
awesome-self-supervised-gnn
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
BiCAT
This is the official source code of "BiCAT: Sequential Recommendation with Bidirectional Chronological Augmentation of Transformer" based on TensorFlow.
ccf-deadlines
⏰ CCF recommendation conference Deadline Countdowns / Please star this project, thanks~
CORE
[SIGIR22] Official PyTorch implementation for "CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space".
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
A tiny server-client evaluator for IR homework (e.g. Search Engine) in Python.
LLMRank
Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"
LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
pretrain-gnns
Strategies for Pre-training Graph Neural Networks
PURE
NAACL'2021: A Frustratingly Easy Approach for Entity and Relation Extraction
pytorch_geometric
Graph Neural Network Library for PyTorch
RecBole
A unified, comprehensive and efficient recommendation library
search_demo
A simple demo for web server of search engine using Flask.
SELFRec
An open-source framework for self-supervised recommender systems.
Top-conference-paper-list
A collection of classified and organized top conference paper list.
UniSRec
[KDD22] Official PyTorch implementation for "Towards Universal Sequence Representation Learning for Recommender Systems".
VQ-Rec-1
[WWW'23] PyTorch implementation for "Learning Vector-Quantized Item Representation for Transferable Sequential Recommenders".