2022

doi dblp
MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning
Xin Dong | Ruize Wu | Chao Xiong | Hai Li | Lei Cheng | Yong He | Shiyou Qian | Jian Cao | Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention
Zhongde Chen | Ruize Wu | Cong Jiang | Honghui Li | Xin Dong | Can Long | Yong He | Lei Cheng | Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning
Xin Dong | Ruize Wu | Chao Xiong | Hai Li | Lei Cheng | Yong He | Shiyou Qian | Jian Cao | Linjian Mo
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022