Stars
[ICLR 2025] Dobi-SVD : Differentiable SVD for LLM Compression and Some New Perspectives"
[ICLR 2025🔥] SVD-LLM & [NAACL 2025🔥] SVD-LLM V2
[ICML 2025] SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
Firefly: 大模型训练工具，支持训练Qwen2.5、Qwen2、Yi1.5、Phi-3、Llama3、Gemma、MiniCPM、Yi、Deepseek、Orion、Xverse、Mixtral-8x7B、Zephyr、Mistral、Baichuan2、Llma2、Llama、Qwen、Baichuan、ChatGLM2、InternLM、Ziya2、Vicuna、Bloom等大模型
Codes for TOIS Paper: Efficient On-Device Session-Based Recommendation
Codes for paper 'Towards Communication-Efficient Model Updating for On-Device Session-Based Recommendation' accepted by CIKM'23.
Paper List of Pre-trained Foundation Recommender Models
Codes for SIGIR'22 Paper 'On-Device Next-Item Recommendation with Self-Supervised Knowledge Distillation'
Download and preprocess popular sequential recommendation datasets
Pytorch Implementation of the paper "Compressing Word Embeddings via Deep Compositional Code Learning"
An open-source framework for self-supervised recommender systems.
Reproduce the results of paper "Compressing Word Embeddings via Deep Compositional Code Learning" accepted ICLR 2018
A PyTorch implementation of ICLR 2021 paper: Learnable Embedding Sizes for Recommender Systems
“Chorus” of recommendation models: a light and flexible PyTorch framework for Top-K recommendation.
Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'
Algorithms from paper: Evaluation of Session-based Recommendation Algorithms
Codes for CIKM'21 paper 'Self-Supervised Graph Co-Training for Session-based Recommendation'.
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
[ICLR 2021] How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
Classic papers and resources on recommendation