Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

A Benchmark for Federated Hetero-Task Learning


Jun 21, 2022
Liuyi Yao, Dawei Gao, Zhen Wang, Yuexiang Xie, Weirui Kuang, Daoyuan Chen, Haohui Wang, Chenhe Dong, Bolin Ding, Yaliang Li


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

FedHPO-B: A Benchmark Suite for Federated Hyperparameter Optimization


Jun 20, 2022
Zhen Wang, Weirui Kuang, Ce Zhang, Bolin Ding, Yaliang Li


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning


Jun 17, 2022
Daoyuan Chen, Dawei Gao, Weirui Kuang, Yaliang Li, Bolin Ding


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Towards Universal Sequence Representation Learning for Recommender Systems


Jun 13, 2022
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen

* Accepted by KDD 2022 Research Track 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Federated Hetero-Task Learning


Jun 07, 2022
Liuyi Yao, Dawei Gao, Zhen Wang, Yuexiang Xie, Weirui Kuang, Daoyuan Chen, Haohui Wang, Chenhe Dong, Bolin Ding, Yaliang Li


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

ID-Agnostic User Behavior Pre-training for Sequential Recommendation


Jun 06, 2022
Shanlei Mu, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Bolin Ding

* 5 pages, 3 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks


May 27, 2022
Runlin Lei, Zhen Wang, Yaliang Li, Bolin Ding, Zhewei Wei

* 20 pages 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning


Apr 14, 2022
Zhen Wang, Weirui Kuang, Yuexiang Xie, Liuyi Yao, Yaliang Li, Bolin Ding, Jingren Zhou

* We have released FederatedScope for users on https://github.com/alibaba/FederatedScope 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
4
>>