Chenbin Zhang's starred repositories
Transfer-learning-trends
A collection of trends about transfer learning
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
Awesome-Multi-Task-Learning
A list of multi-task learning papers and projects.
cs329s-ml-deployment-tutorial
Code and files to go along with CS329s machine learning model deployment tutorial.
Awesome-Rerank-Recommendation
A curated list of Rerank Recommendation papers, code, blogs, datasets and other resources.
notion-blog
A Next.js site using new SSG support with a Notion backed blog
MachineLearningTrick
Machine Learning Trick : GBDT_Feature Blending Stacking CascadeForest
mrc_bert_baseline
A BERT-Based Machine Reading Comprehension Baseline
DRL4Recsys
Courses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
Awesome-Deep-Reinforcement-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.
Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
David-Silver-Reinforcement-learning
Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.
RIDE-LongTailRecognition
[ICLR 2021 Spotlight] Code release for "Long-tailed Recognition by Routing Diverse Distribution-Aware Experts."
Heater--Cold-Start-Recommendation
Code for the SIGIR20 paper -- Recommendation for New Users and New Items via Randomized Training and Mixture-of-Experts Transformation
Awesome-of-Long-Tailed-Recognition
A curated list of long-tailed recognition resources.
Meta-Learning-Papers
A classified list of meta learning papers based on realm.
Code-for-MAMO
The code for paper MAMO: Memory-Augmented Meta-Optimization for Cold-start Recommendation
CIKM2020_DMT
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020