thuml / Multi-Embedding
About Code Release for "On the Embedding Collapse When Scaling Up Recommendation Models" (ICML 2024)
☆11Updated last month
Related projects: ⓘ
- The code of CL4CTR☆46Updated last year
- Implements the paper "Wukong: Towards a Scaling Law for Large-Scale Recommendation" from Meta.☆36Updated 4 months ago
- This is the implementation of `Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Models`, which is accepted by …☆24Updated last year
- This is an official implementation for "Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertisin…☆52Updated 2 years ago
- Source code of paper "A Unified Framework for Multi-Domain CTR Prediction via Large Language Models"☆17Updated 6 months ago
- Code for SIGIR 2024 paper: M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework☆19Updated last week
- A curated collection of recommendation datasets with trackable dataset IDs☆26Updated 3 months ago
- UBR4CTR is the code for our proposed User Behavior Retrieval for CTR Prediction framework in SIGIR 2020.☆77Updated 3 years ago
- ☆32Updated last year
- [WWW'22] Deep Interest Highlight Network for Click-Through Rate Prediction in Trigger-Induced Recommendation☆21Updated 2 years ago
- SIGKDD'2022: Mixture of Virtual-Kernel Experts for Multi-Objective User Profile Modeling☆41Updated last year
- MiNet: Mixed Interest Network for Cross-Domain Click-Through Rate Prediction☆77Updated 3 years ago
- ☆34Updated this week
- Code for the Paper "ERASE: Benchmarking Feature Selection Methods for Deep Recommender Systems"☆15Updated 3 months ago
- ☆39Updated 3 years ago
- ☆60Updated 6 months ago
- KwaiRec: A Fully-observed Dataset for Recommender Systems.☆125Updated 3 months ago
- ☆19Updated 2 years ago
- [AAAI 2024] The open source code for "STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation".☆38Updated last month
- Experiments codes for RecSys '21 paper "Mitigating Confounding Bias in Recommendation via Information Bottleneck"☆18Updated 2 years ago
- End-to-end Training for Multimodal Recommendation Systems☆119Updated last month
- Implementation of the SIGIR 2020 paper "Automated Embedding Size Search in Deep Recommender Systems"☆27Updated 3 years ago
- ☆54Updated this week
- A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.☆81Updated 2 years ago
- Dynamic Fair Rankings☆85Updated last year
- ☆23Updated 2 years ago
- code for RIM☆22Updated last year
- This is the official PyTorch implementation for the paper: "EulerNet: Adaptive Feature Interaction Learning via Euler’s Formula for CTR P…☆25Updated last month
- Source codes for our AAAI'20 paper: Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions☆38Updated 3 years ago
- 在常规推荐系统算法和系统双优化的范式下,一线公司针对单个任务或单个业务的效 果挖掘几乎达到极限。从2019年我们开始关注多种信息的萃取融合,提出了OneRec算法,希望通过平台或外部各种各样的信息来进行知识集成,打破数据孤岛,极大扩充推荐的“Extra World Knowl…☆91Updated this week