Eric Yulong Gu's repositories
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.
Awesome-Deep-Reinforcement-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.
CIKM2020_DMT
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020
WSDM2020_HUP
Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020
Awesome-Self-supervised-Learning-papers
Awesome Self-supervised papers in CV, NLP, Graph, Recommendation, ML and so on.
IJCAI2019_HGAT
Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 19
AAAI2021_ANPP
Attentive Neural Point Processes for Event Forecasting, AAAI 2021
CIKM2020_DecGCN
Decoupled Graph Convolution Network for Inferring Substitutable and Complementary Items, CIKM 2020
Awesome-Transformers
Awesome Transformers papers.
deeplearning
深度学习相关的模型训练、评估和预测相关代码
Algorithm-Practice-in-Industry
搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）
adapter-transformers
Huggingface Transformers + Adapters = ❤️
Awesome-Deep-Learning-Papers
Awesome-Deep-Learning-Papers
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
awesome-self-supervised-learning
A curated list of awesome self-supervised methods
byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
CIKM2020-S3Rec
Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"
guyulongcs.github.io
guyulongcs.github.io
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
SimSiam-TF
Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
uncertainty-calibration
A collection of research and application papers of (uncertainty) calibration techniques.