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ORCIDYifan Guo 0001
Person information
- affiliation: Towson University, Department of Computer and Information Sciences, Towson, MD, USA
- affiliation (PhD 2022): Case Western Reserve University, Department of Electrical Engineering and Computer Science, Cleveland, OH, USA
Other persons with the same name
- Yifan Guo — disambiguation page
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2020 – today
- 2025
[j16]Mian Qian
, Abubakar Ahmad Musa, Milon Biswas, Yifan Guo, Weixian Liao, Wei Yu:
Survey of Artificial Intelligence Model Marketplace. Future Internet 17(1): 35 (2025)- [j15]John Mulo, Hengshuo Liang, Mian Qian, Milon Biswas, Bharat S. Rawal, Yifan Guo, Wei Yu:
Navigating Challenges and Harnessing Opportunities: Deep Learning Applications in Internet of Medical Things. Future Internet 17(3): 107 (2025) - [c14]Yifan Guo, Alyssa Yu:
Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach. IJCAI 2025: 5289-5297 - [c13]Jianchao Song, Usman Shuaibu Musa, Yixin Chen, Papa Pene, Yifan Guo, Wei Yu:
Federated Learning for Edge WiFi Sensing: Improving Few-Shot Learning Across Various Classifications. MASS 2025: 10-18 - 2024
- [j14]Hengshuo Liang, Wei Yu, Cheng Qian, Yifan Guo, David W. Griffith, Nada Golmie:
Deep learning-based power quality disturbance detection and classification in smart grid. Int. J. Sens. Networks 46(3): 161-175 (2024) - [j13]Qianlong Wang, Weixian Liao, Yifan Guo, Michael P. McGuire, Wei Yu:
Blockchain-Empowered Federated Learning Through Model and Feature Calibration. IEEE Internet Things J. 11(4): 5770-5780 (2024) - [j12]Saier Alharbi, Yifan Guo, Wei Yu:
Collusive Backdoor Attacks in Federated Learning Frameworks for IoT Systems. IEEE Internet Things J. 11(11): 19694-19707 (2024) - [c12]Alyssa Yu, Cheng Qian, Yifan Guo:
A Real-Time Hand Gesture Recognition System on Raspberry Pi: A Deep Learning-Based Approach. CCNC 2024: 499-506 - [c11]Gift Idama, Yifan Guo, Wei Yu:
QATFP-YOLO: Optimizing Object Detection on Non-GPU Devices with YOLO Using Quantization-Aware Training and Filter Pruning. ICCCN 2024: 1-6 - 2023
- [j11]Abubakar Ahmad Musa, Adamu Hussaini, Cheng Qian, Yifan Guo, Wei Yu:
Open Radio Access Networks for Smart IoT Systems: State of Art and Future Directions. Future Internet 15(12): 380 (2023) - [c10]Usman Shuaibu Musa, Yifan Guo, Cheng Qian, Wei Yu:
Optimal sampling for Moving Object Trajectory Tracking in Smart Transportation Systems: A Transformer-based Approach. IEEE Big Data 2023: 1230-1235 - [c9]Jianchao Song, Cheng Qian, Yifan Guo, Kun Hua, Wei Yu:
Attack Evaluations of Deep Learning Empowered WiFi Sensing in IoT Systems. INFOCOM Workshops 2023: 1-6 - [c8]Adamu Hussaini, Cheng Qian, Yifan Guo, Chao Lu, Wei Yu:
Digital Twins of Smart Campus: Performance Evaluation Using Machine Learning Analysis. SERA 2023: 132-137 - 2021
- [j10]Qianlong Wang, Yifan Guo, Tianxi Ji, Xufei Wang, Bingfang Hu, Pan Li:
Toward Combatting COVID-19: A Risk Assessment System. IEEE Internet Things J. 8(21): 15953-15964 (2021) - [j9]Qianlong Wang, Yifan Guo, Lixing Yu, Xuhui Chen, Pan Li:
Deep Q-Network-Based Feature Selection for Multisourced Data Cleaning. IEEE Internet Things J. 8(21): 16153-16164 (2021) - [j8]Lixing Yu, Ming Li, Wenqiang Jin, Yifan Guo, Qianlong Wang, Feng Yan, Pan Li:
STEP: A Spatio-Temporal Fine-Granular User Traffic Prediction System for Cellular Networks. IEEE Trans. Mob. Comput. 20(12): 3453-3466 (2021) - [j7]Tianxi Ji, Yifan Guo, Qianlong Wang, Xufei Wang, Pan Li:
ECONOMY: Point Clouds-Based Energy-Efficient Autonomous Navigation for UAVs. IEEE Trans. Netw. Sci. Eng. 8(4): 2885-2896 (2021) - [c7]Yifan Guo, Qianlong Wang, Tianxi Ji, Xufei Wang, Pan Li:
Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach. IEEE BigData 2021: 1172-1182 - [c6]Yifan Guo, Lixing Yu, Qianlong Wang, Tianxi Ji, Yuguang Fang, Jin Wei-Kocsis, Pan Li:
Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework. MobiHoc 2021: 201-210 - 2020
- [j6]Qianlong Wang, Tianxi Ji, Yifan Guo, Lixing Yu, Xuhui Chen, Pan Li:
TrafficChain: A Blockchain-Based Secure and Privacy-Preserving Traffic Map. IEEE Access 8: 60598-60612 (2020) - [j5]Qianlong Wang, Yifan Guo, Xufei Wang, Tianxi Ji, Lixing Yu, Pan Li:
AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models. IEEE Internet Things J. 7(10): 9600-9610 (2020) - [j4]Lixing Yu, Yifan Guo, Qianlong Wang, Changqing Luo, Ming Li, Weixian Liao, Pan Li:
Spectrum Availability Prediction for Cognitive Radio Communications: A DCG Approach. IEEE Trans. Cogn. Commun. Netw. 6(2): 476-485 (2020) - [j3]Tianxi Ji, Changqing Luo, Yifan Guo, Qianlong Wang, Lixing Yu, Pan Li:
Community Detection in Online Social Networks: A Differentially Private and Parsimonious Approach. IEEE Trans. Comput. Soc. Syst. 7(1): 151-163 (2020) - [j2]Qianlong Wang, Yifan Guo, Lixing Yu, Pan Li:
Earthquake Prediction Based on Spatio-Temporal Data Mining: An LSTM Network Approach. IEEE Trans. Emerg. Top. Comput. 8(1): 148-158 (2020) - [j1]Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Geyong Min, Pan Li:
Unsupervised Anomaly Detection in IoT Systems for Smart Cities. IEEE Trans. Netw. Sci. Eng. 7(4): 2231-2242 (2020)
2010 – 2019
- 2019
- [c5]Tianxi Ji, Changqing Luo, Yifan Guo, Jinlong Ji, Weixian Liao, Pan Li:
Differentially Private Community Detection in Attributed Social Networks. ACML 2019: 16-31 - [c4]Xufei Wang, Weixian Liao, Yifan Guo, Lixing Yu, Qianlong Wang, Miao Pan, Pan Li:
PerRNN: Personalized Recurrent Neural Networks for Acceleration-Based Human Activity Recognition. ICC 2019: 1-6 - [c3]Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Pan Li:
Quantized Adversarial Training: An Iterative Quantized Local Search Approach. ICDM 2019: 1066-1071 - 2018
- [c2]Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li:
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach. ACML 2018: 97-112 - [c1]Weixian Liao, Yifan Guo, Xuhui Chen, Pan Li:
A Unified Unsupervised Gaussian Mixture Variational Autoencoder for High Dimensional Outlier Detection. IEEE BigData 2018: 1208-1217
Coauthor Index
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