Bingyan Liu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2025
Understanding Attention Mechanism in Video Diffusion Models.
CoRR, April, 2025

A Separable Self-attention Inspired by the State Space Model for Computer Vision.
CoRR, January, 2025

CPAT: cross-patch aggregated transformer for time series forecasting.
Mach. Learn., 2025

Dim-Moving Point Target Detection Based on Event-Driven Temporal Profile Evaluation.
IEEE Geosci. Remote. Sens. Lett., 2025

MoAFCL: Feature-Aware Mixture-of-Adapter for Federated Continual Learning.
Proceedings of the 2025 International Conference on Multimedia Retrieval, 2025

BTFL: A Bayesian-based Test-Time Generalization Method for Internal and External Data Distributions in Federated learning.
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

LuminaLink: Enabling Low Cost Secure Visible Light Communication with Birefringence.
Proceedings of the IEEE INFOCOM 2025, 2025

Multiple Sclerosis Detection with Reinforcement Learning and Differential Evolution.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

CMoS: Customizing Model Structures for Personalized Federated Learning.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Encapsulated Composition of Text-to-Image and Text-to-Video Models for High-Quality Video Synthesis.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

PA3Fed: Period-Aware Adaptive Aggregation for Improved Federated Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
Reinforcement Learning Driven Time-Sensitive Moving Target Tracking of Intelligent Agile Satellite.
IEEE Trans. Aerosp. Electron. Syst., December, 2024

Normalization Calculation Method of THD for Aviation Multipulse Rectifiers.
IEEE Trans. Aerosp. Electron. Syst., June, 2024

RUPDA: An Unsupervised Method for Magnetopause Tangent Direction Detection With Multiviewpoints in Low SNR.
IEEE Trans. Geosci. Remote. Sens., 2024

Recent advances on federated learning: A systematic survey.
Neurocomputing, 2024

An Information Geometry Interpretation for Approximate Message Passing.
CoRR, 2024

Interference Cancellation Information Geometry Approach for Massive MIMO Channel Estimation.
CoRR, 2024

Image-based molecular representation learning for drug development: a survey.
Briefings Bioinform., 2024

Beam Structured Channel Estimation for Massive MIMO with Beam Completion.
Proceedings of the 16th International Conference on Wireless Communications and Signal Processing, 2024

FAMOS: Robust Privacy-Preserving Authentication on Payment Apps via Federated Multi-Modal Contrastive Learning.
Proceedings of the 33rd USENIX Security Symposium, 2024

No Privacy Left Outside: On the (In-)Security of TEE-Shielded DNN Partition for On-Device ML.
Proceedings of the IEEE Symposium on Security and Privacy, 2024

Attentive Linguistic Tracking in Diffusion Models for Training-free Text-guided Image Editing.
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Traceable Federated Continual Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Multi-View Scholar Clustering With Dynamic Interest Tracking.
IEEE Trans. Knowl. Data Eng., September, 2023

PAI-Diffusion: Constructing and Serving a Family of Open Chinese Diffusion Models for Text-to-image Synthesis on the Cloud.
CoRR, 2023

Beyond Fine-Tuning: Efficient and Effective Fed-Tuning for Mobile/Web Users.
Proceedings of the ACM Web Conference 2023, 2023

Cross-Subcarrier Precoder Design for Massive MIMO-OFDM Downlink.
Proceedings of the 98th IEEE Vehicular Technology Conference, 2023

FedSlice: Protecting Federated Learning Models from Malicious Participants with Model Slicing.
Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: EMNLP 2023, 2023

Rapid Diffusion: Building Domain-Specific Text-to-Image Synthesizers with Fast Inference Speed.
Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2022
ECSD-Net: A joint optic disc and cup segmentation and glaucoma classification network based on unsupervised domain adaptation.
Comput. Methods Programs Biomed., 2022

ReMoS: Reducing Defect Inheritance in Transfer Learning via Relevant Model Slicing.
Proceedings of the 44th IEEE/ACM 44th International Conference on Software Engineering, 2022

2021
DistFL: Distribution-aware Federated Learning for Mobile Scenarios.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021

Joint optic disc and cup segmentation based on densely connected depthwise separable convolution deep network.
BMC Medical Imaging, 2021

PFA: Privacy-preserving Federated Adaptation for Effective Model Personalization.
Proceedings of the WWW '21: The Web Conference 2021, 2021

ModelDiff: testing-based DNN similarity comparison for model reuse detection.
Proceedings of the ISSTA '21: 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, 2021

TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Trust2Privacy: A Novel Fuzzy Trust-to-Privacy Mechanism for Mobile Social Networks.
IEEE Wirel. Commun., 2020

PMC: A Privacy-preserving Deep Learning Model Customization Framework for Edge Computing.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020

2019
WealthAdapt: A General Network Adaptation Framework for Small Data Tasks.
Proceedings of the 27th ACM International Conference on Multimedia, 2019

2017
A Low-Voltage SRAM Sense Amplifier With Offset Cancelling Using Digitized Multiple Body Biasing.
IEEE Trans. Circuits Syst. II Express Briefs, 2017

2015
A low voltage SRAM sense amplifier with offset cancelling using digitized multiple body biasing.
Proceedings of the 2015 IEEE 11th International Conference on ASIC, 2015


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