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1. SML SML Public

   This is an implementation for our SIGIR 2020 paper: How to Retrain Recommender System? A Sequential Meta-Learning Method.

   Python 45 14

2. fulifeng/Causal_Reading_Group fulifeng/Causal_Reading_Group Public

   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.

   508 78

3. PDA PDA Public

   This is an implementation for our SIGIR 2021 paper "Causal Intervention for Leveraging Popularity Bias inRecommendation" based on tensorflow..

   Python 97 30

4. DCR DCR Public

   This is an implementation for our paper "Addressing Confounding Feature Issue for Causal Recommendation" based on PyTorch.

   Python 15 3

5. DIL DIL Public

   This is an implementation for our SIGIR 2023 paper "Reformulating CTR Prediction: Learning Invariant Feature Interactions for Recommendation" based on PyTorch.

   Python 9 1

6. CoLLM CoLLM Public

   The implementation for the work "CoLLM: Integrating Collaborative Embeddings into Large Language Models for Recommendation".

   Python 71 9