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Bingyan Liu
ORCID
Publication Activity (10 Years)
Years Active: 2015-2023
Publications (10 Years): 26
Top Topics
Web Users
Transfer Learning
Densely Connected
Diffusion Models
Top Venues
CoRR
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
WWW
ICSE
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Publications
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Bingyan Liu
,
Weifeng Lin
,
Zhongjie Duan
,
Chengyu Wang
,
Ziheng Wu
,
Zhang Zipeng
,
Kui Jia
,
Lianwen Jin
,
Cen Chen
,
Jun Huang
Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed.
ACL (industry)
(2023)
Bingyan Liu
,
Nuoyan Lv
,
Yuanchun Guo
,
Yawen Li
Recent Advances on Federated Learning: A Systematic Survey.
CoRR
(2023)
Tingfeng Cao
,
Chengyu Wang
,
Bingyan Liu
,
Ziheng Wu
,
Jinhui Zhu
,
Jun Huang
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis.
CoRR
(2023)
Yuxuan Zhang
,
An-An Lu
,
Bingyan Liu
,
Xiqi Gao
,
Xiang-Gen Xia
Cross-Subcarrier Precoder Design for Massive MIMO-OFDM Downlink.
VTC Fall
(2023)
Bingyan Liu
,
Yifeng Cai
,
Hongzhe Bi
,
Ziqi Zhang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
Beyond Fine-Tuning: Efficient and Effective Fed-Tuning for Mobile/Web Users.
WWW
(2023)
Tingfeng Cao
,
Chengyu Wang
,
Bingyan Liu
,
Ziheng Wu
,
Jinhui Zhu
,
Jun Huang
BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis.
EMNLP (Industry Track)
(2023)
Ang Li
,
Yawen Li
,
Yingxia Shao
,
Bingyan Liu
Multi-View Scholar Clustering With Dynamic Interest Tracking.
IEEE Trans. Knowl. Data Eng.
35 (9) (2023)
Ziqi Zhang
,
Chen Gong
,
Yifeng Cai
,
Yuanyuan Yuan
,
Bingyan Liu
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML.
CoRR
(2023)
Ziqi Zhang
,
Yuanchun Li
,
Bingyan Liu
,
Yifeng Cai
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
FedSlice: Protecting Federated Learning Models from Malicious Participants with Model Slicing.
ICSE
(2023)
Chengyu Wang
,
Zhongjie Duan
,
Bingyan Liu
,
Xinyi Zou
,
Cen Chen
,
Kui Jia
,
Jun Huang
PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud.
CoRR
(2023)
Bingyan Liu
,
Daru Pan
,
Zhenbin Shuai
,
Hui Song
ECSD-Net: A joint optic disc and cup segmentation and glaucoma classification network based on unsupervised domain adaptation.
Comput. Methods Programs Biomed.
213 (2022)
Ziqi Zhang
,
Yuanchun Li
,
Jindong Wang
,
Bingyan Liu
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
,
Yunxin Liu
ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing.
ICSE
(2022)
Bingyan Liu
,
Yifeng Cai
,
Yao Guo
,
Xiangqun Chen
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning.
CoRR
(2021)
Yuanchun Li
,
Ziqi Zhang
,
Bingyan Liu
,
Ziyue Yang
,
Yunxin Liu
ModelDiff: Testing-Based DNN Similarity Comparison for Model Reuse Detection.
CoRR
(2021)
Yuanchun Li
,
Ziqi Zhang
,
Bingyan Liu
,
Ziyue Yang
,
Yunxin Liu
ModelDiff: testing-based DNN similarity comparison for model reuse detection.
ISSTA
(2021)
Bingyan Liu
,
Yao Guo
,
Xiangqun Chen
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization.
CoRR
(2021)
Bingyan Liu
,
Yifeng Cai
,
Ziqi Zhang
,
Yuanchun Li
,
Leye Wang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
DistFL: Distribution-aware Federated Learning for Mobile Scenarios.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
5 (4) (2021)
Bingyan Liu
,
Yao Guo
,
Xiangqun Chen
PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization.
WWW
(2021)
Bingyan Liu
,
Daru Pan
,
Hui Song
Joint optic disc and cup segmentation based on densely connected depthwise separable convolution deep network.
BMC Medical Imaging
21 (1) (2021)
Bingyan Liu
,
Yifeng Cai
,
Yao Guo
,
Xiangqun Chen
TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning.
AAAI
(2021)
Bingyan Liu
,
Yifeng Cai
,
Ziqi Zhang
,
Yuanchun Li
,
Leye Wang
,
Ding Li
,
Yao Guo
,
Xiangqun Chen
DistFL: Distribution-aware Federated Learning for Mobile Scenarios.
CoRR
(2021)
Guangquan Xu
,
Bingyan Liu
,
Litao Jiao
,
Xiaotong Li
,
Meiqi Feng
,
Kaitai Liang
,
Lei Ma
,
Xi Zheng
Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks.
IEEE Wirel. Commun.
27 (3) (2020)
Bingyan Liu
,
Yuanchun Li
,
Yunxin Liu
,
Yao Guo
,
Xiangqun Chen
PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
4 (4) (2020)
Bingyan Liu
,
Yao Guo
,
Xiangqun Chen
WealthAdapt: A General Network Adaptation Framework for Small Data Tasks.
ACM Multimedia
(2019)
Bingyan Liu
,
Jiangzheng Cai
,
Jia Yuan
,
Yong Hei
A Low-Voltage SRAM Sense Amplifier With Offset Cancelling Using Digitized Multiple Body Biasing.
IEEE Trans. Circuits Syst. II Express Briefs
(4) (2017)
Bingyan Liu
,
Yong Hei
A low voltage SRAM sense amplifier with offset cancelling using digitized multiple body biasing.
ASICON
(2015)