Zichen Ma

According to our database, Zichen Ma authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Hierarchical multi-instance multi-label learning for Chinese patent text classification.

Yunduo Liu, Fang Xu, Yushan Zhao, Zichen Ma, Tengke Wang, Shunxiang Zhang, Yuhao Tian

Connect. Sci., December, 2024

2023

CFSE: a Chinese short text classification method based on character frequency sub-word enhancement.

Xingguang Wang, Shunxiang Zhang, Zichen Ma, Yunduo Liu, Youqiang Zhang

Connect. Sci., December, 2023

AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets.

Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui, Xiaodong He

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Metric Nearness Made Practical.

Wenye Li, Fangchen Yu, Zichen Ma

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Beyond Random Selection: A Perspective from Model Inversion in Personalized Federated Learning.

Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

EFL: Elastic Federated Learning on Non-IID Data.

Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui

Proceedings of the Conference on Lifelong Learning Agents, 2022

Asynchronous Personalized Federated Learning with Irregular Clients.

Zichen Ma, Yu Lu, Wenye Li, Shuguang Cui

Proceedings of the Asian Conference on Machine Learning, 2022

2021

Federated Two-stage Learning with Sign-based Voting.

Zichen Ma, Zihan Lu, Yu Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

CoRR, 2021

Towards Heterogeneous Clients with Elastic Federated Learning.

Zichen Ma, Yu Lu, Zihan Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

CoRR, 2021

PFedAtt: Attention-based Personalized Federated Learning on Heterogeneous Clients.

Zichen Ma, Yu Lu, Wenye Li, Jinfeng Yi, Shuguang Cui

Proceedings of the Asian Conference on Machine Learning, 2021

RevCore: Review-Augmented Conversational Recommendation.

Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Bayesian nonparametric test for independence between random vectors.

Zichen Ma, Timothy E. Hanson

Comput. Stat. Data Anal., 2020

2015

A Comparison of Classifiers in Performing Speaker Accent Recognition Using MFCCs.

Zichen Ma, Ernest Fokoué

CoRR, 2015