Yi Ren's repositories
unbiased-pairwise-rec
(ICTIR2020) "Unbiased Pairwise Learning from Biased Implicit Feedback"
AITM
TensorFlow implementation of Adaptive Information Transfer Multi-task (AITM) framework. Code for the paper accepted by KDD21: Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising. [https://arxiv.org/abs/2105.08489]
auction-gym
AuctionGym is a simulation environment that enables reproducible evaluation of bandit and reinforcement learning methods for online advertising auctions.
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 prediction, CVR prediction), Post Ranking, Transfer, Reinforcement Learning, Self-supervised Learning and so on.
Awesome-RSPapers
Recommender System Papers
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.
ChatGLM-6B
ChatGLM-6B：开源双语对话语言模型 | An Open Bilingual Dialogue Language Model
DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
dr-ranking-metric
(RecSys2020) "Doubly Robust Estimator for Ranking Metrics with Post-Click Conversions"
FastChat
The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"
FasterTransformer
Transformer related optimization, including BERT, GPT
gpt4all
gpt4all: an ecosystem of open-source chatbots trained on a massive collections of clean assistant data including code, stories and dialogue
InvPref_KDD_2022
KDD 2022 Invariant Preference Learning for General Debiasing in Recommendation
LibAUC
LibAUC: A Deep Learning Library for X-Risk Optimization
make-ipinyou-data
This project is to formalise the iPinYou RTB data into a standard format for further researches.
Multitask-Recommendation-Library
MTReclib provides a PyTorch implementation of multi-task recommendation models and common datasets.
PaLM-rlhf-pytorch
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
RecBole
A unified, comprehensive and efficient recommendation library
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.
RL4RS
A Real-World Benchmark for Reinforcement Learning based Recommender System
RLBid_EA
This is a repository of the experiment code supporting the paper Real-time Bidding Strategy in Display Advertising: An Empirical Analysis.
SASRec
SASRec: Self-Attentive Sequential Recommendation
SIGIR21-SURGE
Official implementation of SIGIR'2021 paper: "Sequential Recommendation with Graph Neural Networks".
Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
unbiased-implicit-rec
(WSDM2020) "Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback"
WSDM2019-nextitnet
A Simple Convolutional Generative Network for Next Item Recommendation