From 96c123776add5694e874a10945a6ea5ac5746a53 Mon Sep 17 00:00:00 2001 From: xieyxclack <31954383+xieyxclack@users.noreply.github.com> Date: Fri, 6 May 2022 18:06:06 +0800 Subject: [PATCH] Add paper lists (#61) * add FL paper list --- materials/paper_list/FL-Attacker/README.md | 1 + materials/paper_list/FL-Database/README.md | 1 + materials/paper_list/FL-HPO/README.md | 1 + materials/paper_list/FL-Incentive/README.md | 1 + .../paper_list/FL-Recommendation/README.md | 19 ++++++++++++++++++- .../README.md | 0 6 files changed, 22 insertions(+), 1 deletion(-) create mode 100644 materials/paper_list/FL-Attacker/README.md create mode 100644 materials/paper_list/FL-Database/README.md create mode 100644 materials/paper_list/FL-HPO/README.md create mode 100644 materials/paper_list/FL-Incentive/README.md rename materials/paper_list/{Federated Graph Learning => Federated_Graph_Learning}/README.md (100%) diff --git a/materials/paper_list/FL-Attacker/README.md b/materials/paper_list/FL-Attacker/README.md new file mode 100644 index 000000000..17862602b --- /dev/null +++ b/materials/paper_list/FL-Attacker/README.md @@ -0,0 +1 @@ +The paper list goes here. \ No newline at end of file diff --git a/materials/paper_list/FL-Database/README.md b/materials/paper_list/FL-Database/README.md new file mode 100644 index 000000000..17862602b --- /dev/null +++ b/materials/paper_list/FL-Database/README.md @@ -0,0 +1 @@ +The paper list goes here. \ No newline at end of file diff --git a/materials/paper_list/FL-HPO/README.md b/materials/paper_list/FL-HPO/README.md new file mode 100644 index 000000000..17862602b --- /dev/null +++ b/materials/paper_list/FL-HPO/README.md @@ -0,0 +1 @@ +The paper list goes here. \ No newline at end of file diff --git a/materials/paper_list/FL-Incentive/README.md b/materials/paper_list/FL-Incentive/README.md new file mode 100644 index 000000000..17862602b --- /dev/null +++ b/materials/paper_list/FL-Incentive/README.md @@ -0,0 +1 @@ +The paper list goes here. \ No newline at end of file diff --git a/materials/paper_list/FL-Recommendation/README.md b/materials/paper_list/FL-Recommendation/README.md index 0d2c0fcad..a1d5c300c 100644 --- a/materials/paper_list/FL-Recommendation/README.md +++ b/materials/paper_list/FL-Recommendation/README.md @@ -1 +1,18 @@ -## The paper list of Federated Learning in Recommendation will go here. \ No newline at end of file +## Federated Learning for Recommendation + +### 2021 +| Title | Venue | Link | +| --- | --- | --- | +| Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation | EMNLP | [pdf](https://aclanthology.org/2021.emnlp-main.223), [code](https://github.com/yjw1029/Efficient-FedRec) | + +### 2020 +| Title | Venue | Link | +| --- | --- | --- | +| Secure Federated Matrix Factorization | IEEE Intelligent Systems | [pdf](https://ieeexplore.ieee.org/abstract/document/9162459), [code](https://github.com/Di-Chai/FedMF) | +| Privacy-Preserving News Recommendation Model Learning | EMNLP | [pdf](https://aclanthology.org/2020.findings-emnlp.128/), [code](https://github.com/taoqi98/FedNewsRec) | + +### 2019 +| Title | Venue | Link | +| --- | --- | --- | +| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | arXiv | [pdf](https://arxiv.org/abs/1901.09888) | + diff --git a/materials/paper_list/Federated Graph Learning/README.md b/materials/paper_list/Federated_Graph_Learning/README.md similarity index 100% rename from materials/paper_list/Federated Graph Learning/README.md rename to materials/paper_list/Federated_Graph_Learning/README.md