Pinned Repositories
Causal_Reading_Group
We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.
APC
This is an implementation for our SIGIR2023 paper "Prediction then Correction: An Abductive Prediction Correction Method for Sequential Recommendation" based on PyTorch.
awesome-causality-algorithms
An index of algorithms for learning causality with data
BinLLM
Code used in ACL rebuttal
CoLLM
The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
DCR
This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.
DIL
This is an implementation for our SIGIR 2023 paper "Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation" based on PyTorch.
PAGNN_
PDA
This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorflow..
SML
This is an implementation for our SIGIR 2020 paper: How to Retrain Recommender System? A Sequential Meta-Learning Method.
zyang1580's Repositories
zyang1580/PDA
This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorflow..
zyang1580/CoLLM
The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".
zyang1580/SML
This is an implementation for our SIGIR 2020 paper: How to Retrain Recommender System? A Sequential Meta-Learning Method.
zyang1580/DCR
This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.
zyang1580/BinLLM
Code used in ACL rebuttal
zyang1580/DIL
This is an implementation for our SIGIR 2023 paper "Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation" based on PyTorch.
zyang1580/APC
This is an implementation for our SIGIR2023 paper "Prediction then Correction: An Abductive Prediction Correction Method for Sequential Recommendation" based on PyTorch.
zyang1580/PAGNN_
zyang1580/awesome-causality-algorithms
An index of algorithms for learning causality with data
zyang1580/causal-data-science-perspective
zyang1580/causal-ml
Must-read papers and resources related to causal inference and machine (deep) learning
zyang1580/CVIB-Rec
Official Implementation of Information Theoretic Counterfactual Learning from Missing Not At Random Feedback. NeurIPS 2020.
zyang1580/HRM
The code for the paper 'Heterogeneous Risk Minimization' of ICML2021.
zyang1580/cayman
Cayman is a Jekyll theme for GitHub Pages
zyang1580/CFT
The code of CFT
zyang1580/InterD_master
zyang1580/LightGCN
zyang1580/MACR
Model-Agnostic Counterfactual Reasoning for Eliminating Popularity Bias in Recommender System, KDD 2021
zyang1580/mlforhealthlabpub
Machine Learning and Artificial Intelligence for Medicine.
zyang1580/RecDebiasing
This repository collects debiasing methods for recommendation
zyang1580/zhangyang.github.io
Yang Zhang
zyang1580/zyang1580.github.io
Yang Zhang