# RecSys Papers
###### tags: `Research`
## from [the odd data guy](https://www.the-odd-dataguy.com/2022/09/29/recsys2022/)
* Flow Moods: Recommending Music by Moods on Deezer (Deezer)
* Search engine based on the visual preferences of Shutterstock
* Recency sampling from sequence recommendations from Glasgow’s university
* Personalizing Benefits Allocation Without Spending Money (Booking.com)
* 有其他範例code
* **[TorchRec: a PyTorch domain library for recommendation systems](https://dl.acm.org/doi/pdf/10.1145/3523227.3547387) (Meta)**

## from
* Recommendation as Language Processing (RLP): A Unified Pretrain, Personalized Prompt & Predict Paradigm (P5)
* also mentioned by [amazon](https://www.amazon.science/blog/recsys-2022-recommenders-are-ubiquitous)

## from [美團](https://tech.meituan.com/2022/07/21/acm-sigir-2022-meituan.html)
* Personalized Abstractive Opinion Tagging
* Learning to Augment for Casual User Recommendation
* 討論不同活躍度用戶
* [解說](https://zhuanlan.zhihu.com/p/541198021)

## [其他推薦](https://www.shaped.ai/blog/day-3-of-recsys2022-our-favorite-5-papers-and-talks)

## [某blogger](https://eugeneyan.com/writing/recsys2022/)
Rethinking Personalized Ranking at Pinterest: An End-to-End Approach (Pinterest)
Denoising Self-Attentive Sequential Recommendation (visa)

## 忘記哪裡看到的推薦
PARSRec: Explainable Personalized Attention-fused Recurrent Sequential Recommendation Using Session Partial Actions
TARNet: Task-Aware Reconstruction for Time-Series Transformer
Towards Universal Sequence Representation Learning for Recommender Systems
Learned Token Pruning for Transformers

## [分類整理](https://www.gushiciku.cn/pl/aEQr/zh-tw)

## [推薦系統頂會](https://zhuanlan.zhihu.com/p/520982759)