Concepedia

Bingyan Liu

BL

Statistics

Publications

20

Citations

807

H-Index

16

Active since

2019

Affiliations

Peking University(Current)

Beijing University of Posts and Telecommunications

Microsoft Research Asia (China)

South China University of Technology

National Space Science Center

Bingyan Liu is an author at Peking University specializing in computer science, computing, and machine learning.

Publications per year

2019–2024

20

Publications

20

Recent advances on federated learning: A systematic survey

Bingyan Liu, Nuoyan Lv, Yuanchun Guo et al. · Neurocomputing · 2024 · 163 citations · Full text

Computing, Computer Science, Distributed Systems +12

PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization

Bingyan Liu, Yao Guo, Xiangqun Chen · 2021 · 111 citations · Full text

Computing, Computer Science, Data Mining +14

Bingyan Liu, Yuanchun Li, Yunxin Liu et al. · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020 · 94 citations

Engineering, Computer Engineering, Computer Science +16

TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning

Bingyan Liu, Yifeng Cai, Yao Guo et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 57 citations · Full text

Computing, Computer Science, Machine Learning +14

Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing

Bingyan Liu, Chengyu Wang, Tingfeng Cao et al. · 2024 · 56 citations

Computing, Computer Science, Computer Vision +11

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