guyulongcs
Research Scientist in Online Advertisement, Recommendation, Search, Deep Learning. [Tiktok Ads is hiring! Location: Beijing, Shanghai, Hangzhou.]
Tiktok; Tsinghua University(PhD)Beijing,China
Pinned Repositories
AAAI2021_ANPP
Attentive Neural Point Processes for Event Forecasting, AAAI 2021
Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.
Awesome-Deep-Reinforcement-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.
Awesome-Embedding
Paper list for Network Embedding, Knowledge Base Embedding, Graph Neural Networks
Awesome-Self-supervised-Learning-papers
Awesome Self-supervised papers in CV, NLP, Graph, Recommendation, ML and so on.
CIKM2020_DecGCN
Decoupled Graph Convolution Network for Inferring Substitutable and Complementary Items, CIKM 2020
CIKM2020_DMT
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020
IJCAI2019_HGAT
Semi-supervised User Profiling with Heterogeneous Graph Attention Networks, IJCAI 19
SIGIR2020_NICF
Neural Interactive Collaborative Filtering, SIGIR 2020
WSDM2020_HUP
Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020
guyulongcs's Repositories
guyulongcs/Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Ranking (CTR/CVR prediction), Post Ranking, Large Model (Generative Recommendation, LLM), Transfer learning, Reinforcement Learning and so on.
guyulongcs/Awesome-Deep-Reinforcement-Learning-Papers-for-Search-Recommendation-Advertising
Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.
guyulongcs/CIKM2020_DMT
Deep Multifaceted Transformers for Multi-objective Ranking in Large-Scale E-commerce Recommender Systems, CIKM 2020
guyulongcs/WSDM2020_HUP
Hierarchical User Profiling for E-commerce RecommenderSystems, WSDM 2020
guyulongcs/Awesome-Self-supervised-Learning-papers
Awesome Self-supervised papers in CV, NLP, Graph, Recommendation, ML and so on.
guyulongcs/AAAI2021_ANPP
Attentive Neural Point Processes for Event Forecasting, AAAI 2021
guyulongcs/Awesome-Transformers
Awesome Transformers papers.
guyulongcs/deeplearning
深度学习相关的模型训练、评估和预测相关代码
guyulongcs/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）
guyulongcs/Awesome-papers-in-DeepLearning-GenerativeAI
guyulongcs/Ad-papers
Papers on Computational Advertising
guyulongcs/adapter-transformers
Huggingface Transformers + Adapters = ❤️
guyulongcs/Awesome-Deep-Learning-Papers
Awesome-Deep-Learning-Papers
guyulongcs/Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
guyulongcs/awesome-self-supervised-learning
A curated list of awesome self-supervised methods
guyulongcs/bert
TensorFlow code and pre-trained models for BERT
guyulongcs/byol-pytorch
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
guyulongcs/cp-algorithms
Algorithm and data structure articles for https://cp-algorithms.com (based on http://e-maxx.ru)
guyulongcs/defer
guyulongcs/es_dfm
code of our AAAI 2021 paper Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling
guyulongcs/guyulongcs.github.io
guyulongcs.github.io
guyulongcs/long-range-arena
guyulongcs/machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
guyulongcs/machine-learning-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
guyulongcs/RecSysPapers
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
guyulongcs/SimSiam
A pytorch implementation for paper 'Exploring Simple Siamese Representation Learning'
guyulongcs/SimSiam-TF
Minimal implementation of SimSiam (https://arxiv.org/abs/2011.10566) in TensorFlow 2.
guyulongcs/system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
guyulongcs/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
guyulongcs/uncertainty-calibration
A collection of research and application papers of (uncertainty) calibration techniques.