Yunfeng Shao

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 17

Top Topics

Risk Minimization

Domain Adaptation

Hierarchical Models

Top Venues

Tiny Papers @ ICLR

Pattern Recognit.

Publications

Yan Zhuang, Zhenzhe Zheng, Yunfeng Shao, Bingshuai Li, Fan Wu, Guihai Chen
Nebula: An Edge-Cloud Collaborative Learning Framework for Dynamic Edge Environments. ICPP (2024)
Guopeng Lin, Weili Han, Wenqiang Ruan, Ruisheng Zhou, Lushan Song, Bingshuai Li, Yunfeng Shao
Ents: An Efficient Three-party Training Framework for Decision Trees by Communication Optimization. CoRR (2024)
Xin-Chun Li, Shaoming Song, Yinchuan Li, Bingshuai Li, Yunfeng Shao, Yang Yang, De-Chuan Zhan
MAP: Model Aggregation and Personalization in Federated Learning with Incomplete Classes. CoRR (2024)
Yu Zhang, Wei Lin, Sisi Chen, Qingyu Song, Jiaxun Lu, Yunfeng Shao, Bei Yu, Hong Xu
Fed2Com: Towards Efficient Compression in Federated Learning. ICNC (2024)
Shuang Luo, Yinchuan Li, Shunyu Liu, Xu Zhang, Yunfeng Shao, Chao Wu
Multi-agent Continuous Control with Generative Flow Networks. Neural Networks 174 (2024)
Haibo Tian, Yanchuan Wen, Fangguo Zhang, Yunfeng Shao, Bingshuai Li
Lattice based distributed threshold additive homomorphic encryption with application in federated learning. Comput. Stand. Interfaces 87 (2024)
Xiaofeng Liu, Qing Wang, Yunfeng Shao, Yinchuan Li
Sparse Federated Learning With Hierarchical Personalization Models. IEEE Internet Things J. 11 (5) (2024)
Ziyu Wang, Binjie Yuan, Jiaxun Lu, Bowen Ding, Yunfeng Shao, Qibin Wu, Jun Zhu
A constrained Bayesian approach to out-of-distribution prediction. UAI (2023)
Feilong Zhang, Yinchuan Li, Shiyi Lin, Yunfeng Shao, Junjun Jiang, Xianming Liu
Large Sparse Kernels for Federated Learning. Tiny Papers @ ICLR (2023)
Didi Zhu, Yinchuan Li, Yunfeng Shao, Jianye Hao, Fei Wu, Kun Kuang, Jun Xiao, Chao Wu
Generalized Universal Domain Adaptation with Generative Flow Networks. ACM Multimedia (2023)
Haozhi Wang, Yunfeng Shao, Jianye Hao, Yinchuan Li
Regularized Offline GFlowNets. Tiny Papers @ ICLR (2023)
Yan Zhuang, Zhenzhe Zheng, Yunfeng Shao, Bingshuai Li, Fan Wu, Guihai Chen
ECLM: Efficient Edge-Cloud Collaborative Learning with Continuous Environment Adaptation. CoRR (2023)
Yinchuan Li, Zhigang Li, Wenqian Li, Yunfeng Shao, Yan Zheng, Jianye Hao
Generative Flow Networks for Precise Reward-Oriented Active Learning on Graphs. IJCAI (2023)
Yucheng Shi, Kunhong Wu, Yahong Han, Yunfeng Shao, Bingshuai Li, Fei Wu
Source-free and black-box domain adaptation via distributionally adversarial training. Pattern Recognit. 143 (2023)
Songli Zhang, Zhenzhe Zheng, Fan Wu, Bingshuai Li, Yunfeng Shao, Guihai Chen
Learning From Your Neighbours: Mobility-Driven Device-Edge-Cloud Federated Learning. ICPP (2023)
Yichu Xu, Wenqian Li, Yinchuan Li, Yunfeng Shao, Yan Pang, De-Chuan Zhan
One Important Thing To Do Before Federated Training. Tiny Papers @ ICLR (2023)
Yinchuan Li, Shuang Luo, Yunfeng Shao, Jianye Hao
GFlowNets with Human Feedback. Tiny Papers @ ICLR (2023)