Skip to content

Commit 57c47d6

Browse files
committed
update
1 parent b37f0a0 commit 57c47d6

File tree

3 files changed

+4
-2
lines changed

3 files changed

+4
-2
lines changed
Binary file not shown.

README.md

Lines changed: 2 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -2,7 +2,7 @@
22
# 推荐系统相关论文汇总
33
([English Version is Here](/README_EN.md))
44
## 介绍
5-
1. 截至2022-12-09,本仓库收集汇总了推荐系统领域相关论文共**501**篇,涉及:**召回****粗排****精排****重排****多任务****多场景****多模态****冷启动****校准**
5+
1. 截至2022-12-18,本仓库收集汇总了推荐系统领域相关论文共**502**篇,涉及:**召回****粗排****精排****重排****多任务****多场景****多模态****冷启动****校准**
66
**纠偏****多样性****公平性****反馈延迟****蒸馏****对比学习****因果推断****Look-Alike****Learning-to-Rank****强化学习**等领域,本仓库会跟踪业界进展,持续更新。
77
2. 因文件名特殊字符的限制,故论文title中所有的`:`都改为了`-`,检索时请注意。
88
3. 文件名前缀中带有`[]`的,表明本人已经通读过,第一个`[]`中为论文年份,第二个`[]`中为发表机构或公司(可选),第三个`[]`中为论文提出的model或method的简称(可选)。
@@ -313,6 +313,7 @@
313313
- [[2019][NGCF]Neural Graph Collaborative Filtering](Match/GNN/%5B2019%5D%5BNGCF%5DNeural%20Graph%20Collaborative%20Filtering.pdf)
314314
- [[2020][LightGCN] LightGCN - Simplifying and Powering Graph Convolution Network for Recommendation](Match/GNN/%5B2020%5D%5BLightGCN%5D%20LightGCN%20-%20Simplifying%20and%20Powering%20Graph%20Convolution%20Network%20for%20Recommendation.pdf)
315315
- [ATBRG - Adaptive Target-Behavior Relational Graph Network for Effective Recommendation](Match/GNN/ATBRG%20-%20Adaptive%20Target-Behavior%20Relational%20Graph%20Network%20for%20Effective%20Recommendation.pdf)
316+
- [A Survey of Graph Neural Networks for Social Recommender Systems](Match/GNN/A%20Survey%20of%20Graph%20Neural%20Networks%20for%20Social%20Recommender%20Systems.pdf)
316317
- [Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View](Match/GNN/Attentional%20Graph%20Convolutional%20Networks%20for%20Knowledge%20Concept%20Recommendation%20in%20MOOCs%20in%20a%20Heterogeneous%20View.pdf)
317318
- [Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer](Match/GNN/Continuous-Time%20Sequential%20Recommendation%20with%20Temporal%20Graph%20Collaborative%20Transformer.pdf)
318319
- [Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems](Match/GNN/Debiasing%20Neighbor%20Aggregation%20for%20Graph%20Neural%20Network%20in%20Recommender%20Systems.pdf)

README_EN.md

Lines changed: 2 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -1,7 +1,7 @@
11

22
# Summary of Papers Related to Recommendation System
33
## Introduce
4-
1. Up to 2022-12-09, **501** papers related to recommendation system have been collected and summarized in this repo,
4+
1. Up to 2022-12-18, **502** papers related to recommendation system have been collected and summarized in this repo,
55
including: **Match**, **Pre-Rank**, **Rank**, **Re-Rank**, **Multi-Task**, **Multi-Scenario**, **Multi-Modal**, **Cold-Start**, **Calibration**,
66
**Debias**, **Diversity**, **Fairness**, **Feedback-Delay**, **Distillation**, **Contrastive Learning**, **Casual Inference**,
77
**Look-Alike**, **Learning-to-Rank**, **ReinForce Learning** and other fields, the repo will track the industry progress and update continuely.
@@ -320,6 +320,7 @@ I will remove it immediately after verification.
320320
- [[2019][NGCF]Neural Graph Collaborative Filtering](Match/GNN/%5B2019%5D%5BNGCF%5DNeural%20Graph%20Collaborative%20Filtering.pdf)
321321
- [[2020][LightGCN] LightGCN - Simplifying and Powering Graph Convolution Network for Recommendation](Match/GNN/%5B2020%5D%5BLightGCN%5D%20LightGCN%20-%20Simplifying%20and%20Powering%20Graph%20Convolution%20Network%20for%20Recommendation.pdf)
322322
- [ATBRG - Adaptive Target-Behavior Relational Graph Network for Effective Recommendation](Match/GNN/ATBRG%20-%20Adaptive%20Target-Behavior%20Relational%20Graph%20Network%20for%20Effective%20Recommendation.pdf)
323+
- [A Survey of Graph Neural Networks for Social Recommender Systems](Match/GNN/A%20Survey%20of%20Graph%20Neural%20Networks%20for%20Social%20Recommender%20Systems.pdf)
323324
- [Attentional Graph Convolutional Networks for Knowledge Concept Recommendation in MOOCs in a Heterogeneous View](Match/GNN/Attentional%20Graph%20Convolutional%20Networks%20for%20Knowledge%20Concept%20Recommendation%20in%20MOOCs%20in%20a%20Heterogeneous%20View.pdf)
324325
- [Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer](Match/GNN/Continuous-Time%20Sequential%20Recommendation%20with%20Temporal%20Graph%20Collaborative%20Transformer.pdf)
325326
- [Debiasing Neighbor Aggregation for Graph Neural Network in Recommender Systems](Match/GNN/Debiasing%20Neighbor%20Aggregation%20for%20Graph%20Neural%20Network%20in%20Recommender%20Systems.pdf)

0 commit comments

Comments
 (0)