Rongfang Bie

Beijing Normal University — China

Computer Science · Physical Sciences

32h-index5.0kcitations242works2.32yr avg
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Research Topics

Blockchain Technology Applications and Security(20), IoT and Edge/Fog Computing(17), Privacy-Preserving Technologies in Data(14), Cryptography and Data Security(13), Anomaly Detection Techniques and Applications(13)

Publications242 total

FedART: Enhancing Replay in Federated Incremental Learning
2025Open Access
Few-Shot Identification of Individuals in Sports: The Case of Darts
Information·2025Open Access
Accelerating Zero-Shot NAS With Feature Map-Based Proxy and Operation Scoring Function
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 1 cited
Multi-Use Learning Instance for Optimized Image Retrieval
Chinese Journal of Electronics·2025
An Efficient and Zero-Knowledge Classical Machine Learning Inference Pipeline
IEEE Transactions on Dependable and Secure Computing·2024· 4 cited
Mitigating Backdoor Attacks in Pre-Trained Encoders via Self-Supervised Knowledge Distillation
IEEE Transactions on Services Computing·2024· 8 cited
Label Noise Correction for Federated Learning: A Secure, Efficient and Reliable Realization
2024· 7 cited
SecMdp: Towards Privacy-Preserving Multimodal Deep Learning in End-Edge-Cloud
2024· 8 cited
New Indicators and Optimizations for Zero-Shot NAS Based on Feature Maps
Lecture notes in computer science·2024
Privacy-Preserving and Efficient Model Aggregation in Edge-Assisted Federated Learning
Lecture notes in computer science·2024
FedDGCL: Federated Graph Neural Network with Dual Graph Contrast Learning for Multivariable Time Series Forecasting
Lecture notes in computer science·2024
TimeGAE: A Multivariate Time-Series Generation Method via Graph Auto Encoder
Lecture notes in computer science·2024
FedIR: Learning Invariant Representations from Heterogeneous Data in Federated Learning
2023· 3 cited
Verifiable Arbitrary Queries With Zero Knowledge Confidentiality in Decentralized Storage
IEEE Transactions on Information Forensics and Security·2023· 9 cited
Golf Guided Grad-CAM: attention visualization within golf swings via guided gradient-based class activation mapping
Multimedia Tools and Applications·2023· 2 cited
Securing IOTA Blockchain Against Tangle Vulnerability by Using Large Deviation Theory
IEEE Internet of Things Journal·2023· 8 cited
Addressing the Tangle Vulnerability: A Preventive Strategy for IOTA by Using Large Deviation Theory
GLOBECOM 2022 - 2022 IEEE Global Communications Conference·2022· 6 cited
Tangless: Optimizing Cost and Transaction Rate in IOTA by Using Lyapunov Optimization Theory
2022· 4 cited
RtSNN: Building a Real-time Siamese Neural Networks Model for Few-shot Action Recognition
2022· 2 cited
T2L: A traceable and trustable consortium blockchain for logistics
Digital Communications and Networks·2022· 19 citedOpen Access
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Frequent Co-authors

Yunchuan Sun(15), Xiuzhen Cheng(10), Shengling Wang(8), Junqi Guo(7), Hao Wu(7), Libin Jiao(5), Shenling Wang(4), Rashid Mehmood(4), Hussain Dawood(4), Anton Kos(4), Hongli Yan(4), Cheng Lü(4), Houbing Song(3), Guangzhi Zhang(3), Junchi Yan(3), Changsheng Li(3), Qin Hu(3), Feng Zhao(3), Jianhui Huang(3), Antonio J. Jara(2)