Yifan Guo

33 papers A* 2B 4C 4Journal 16Unranked 7
YearRankTypeTitle / Venue / Authors
2025 — conf
Assessing Privacy Risks in Differential Privacy Models for Communication-Centric Learning.
VCC
Milon Biswas, Yifan Guo, Weixian Liao, Wei Yu
2025 B conf
Federated Learning for Edge WiFi Sensing: Improving Few-Shot Learning Across Various Classifications.
MASS
Jianchao Song, Usman Shuaibu Musa, Yixin Chen, Papa Pene, Yifan Guo, Wei Yu
2025 C conf
From Menus to Management: An Integrated Platform Leveraging Large Language Models in Automatic Restaurant Ordering Systems.
SERA
Pouria Tayebi, Yingcheng Sun, Yifan Guo
2025 A* conf
Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach.
IJCAI
Yifan Guo, Alyssa Yu
2025 J jnl
Navigating Challenges and Harnessing Opportunities: Deep Learning Applications in Internet of Medical Things.
Future Internet
John Mulo, Hengshuo Liang, Mian Qian, Milon Biswas, Bharat S. Rawal, Yifan Guo, Wei Yu
2025 J jnl
Survey of Artificial Intelligence Model Marketplace.
Future Internet
Mian Qian, Abubakar Ahmad Musa, Milon Biswas, Yifan Guo, Weixian Liao, Wei Yu
2025 — conf
Unified Noise Mechanism for Privacy-Preserving Learning in Federated Communication Systems.
VCC
Milon Biswas, Yifan Guo, Wei Yu
2024 — conf
A Real-Time Hand Gesture Recognition System on Raspberry Pi: A Deep Learning-Based Approach.
CCNC
Alyssa Yu, Cheng Qian, Yifan Guo
2024 J jnl
Blockchain-Empowered Federated Learning Through Model and Feature Calibration.
IEEE Internet Things J.
Qianlong Wang, Weixian Liao, Yifan Guo, Michael P. McGuire, Wei Yu
2024 J jnl
Collusive Backdoor Attacks in Federated Learning Frameworks for IoT Systems.
IEEE Internet Things J.
Saier Alharbi, Yifan Guo, Wei Yu
2024 J jnl
Deep learning-based power quality disturbance detection and classification in smart grid.
Int. J. Sens. Networks
Hengshuo Liang, Wei Yu, Cheng Qian, Yifan Guo, David W. Griffith, Nada Golmie
2024 B conf
QATFP-YOLO: Optimizing Object Detection on Non-GPU Devices with YOLO Using Quantization-Aware Training and Filter Pruning.
ICCCN
Gift Idama, Yifan Guo, Wei Yu
2023 — conf
Attack Evaluations of Deep Learning Empowered WiFi Sensing in IoT Systems.
INFOCOM Workshops
Jianchao Song, Cheng Qian, Yifan Guo, Kun Hua, Wei Yu
2023 C conf
Digital Twins of Smart Campus: Performance Evaluation Using Machine Learning Analysis.
SERA
Adamu Hussaini, Cheng Qian, Yifan Guo, Chao Lu, Wei Yu
2023 J jnl
Open Radio Access Networks for Smart IoT Systems: State of Art and Future Directions.
Future Internet
Abubakar Ahmad Musa, Adamu Hussaini, Cheng Qian, Yifan Guo, Wei Yu
2023 B conf
Optimal sampling for Moving Object Trajectory Tracking in Smart Transportation Systems: A Transformer-based Approach.
IEEE Big Data
Usman Shuaibu Musa, Yifan Guo, Cheng Qian, Wei Yu
2021 J jnl
Deep Q-Network-Based Feature Selection for Multisourced Data Cleaning.
IEEE Internet Things J.
Qianlong Wang, Yifan Guo, Lixing Yu, Xuhui Chen, Pan Li
2021 J jnl
ECONOMY: Point Clouds-Based Energy-Efficient Autonomous Navigation for UAVs.
IEEE Trans. Netw. Sci. Eng.
Tianxi Ji, Yifan Guo, Qianlong Wang, Xufei Wang, Pan Li
2021 — conf
Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach.
IEEE BigData
Yifan Guo, Qianlong Wang, Tianxi Ji, Xufei Wang, Pan Li
2021 J jnl
STEP: A Spatio-Temporal Fine-Granular User Traffic Prediction System for Cellular Networks.
IEEE Trans. Mob. Comput.
Lixing Yu, Ming Li, Wenqiang Jin, Yifan Guo, Qianlong Wang, Feng Yan, Pan Li
2021 J jnl
Toward Combatting COVID-19: A Risk Assessment System.
IEEE Internet Things J.
Qianlong Wang, Yifan Guo, Tianxi Ji, Xufei Wang, Bingfang Hu, Pan Li
2021 B conf
Weak Signal Detection in 5G+ Systems: A Distributed Deep Learning Framework.
MobiHoc
Yifan Guo, Lixing Yu, Qianlong Wang, Tianxi Ji, Yuguang Fang, Jin Wei-Kocsis, Pan Li
2020 J jnl
AI at the Edge: Blockchain-Empowered Secure Multiparty Learning With Heterogeneous Models.
IEEE Internet Things J.
Qianlong Wang, Yifan Guo, Xufei Wang, Tianxi Ji, Lixing Yu, Pan Li
2020 J jnl
Community Detection in Online Social Networks: A Differentially Private and Parsimonious Approach.
IEEE Trans. Comput. Soc. Syst.
Tianxi Ji, Changqing Luo, Yifan Guo, Qianlong Wang, Lixing Yu, Pan Li
2020 J jnl
Earthquake Prediction Based on Spatio-Temporal Data Mining: An LSTM Network Approach.
IEEE Trans. Emerg. Top. Comput.
Qianlong Wang, Yifan Guo, Lixing Yu, Pan Li
2020 J jnl
Spectrum Availability Prediction for Cognitive Radio Communications: A DCG Approach.
IEEE Trans. Cogn. Commun. Netw.
Lixing Yu, Yifan Guo, Qianlong Wang, Changqing Luo, Ming Li, Weixian Liao, Pan Li
2020 J jnl
TrafficChain: A Blockchain-Based Secure and Privacy-Preserving Traffic Map.
IEEE Access
Qianlong Wang, Tianxi Ji, Yifan Guo, Lixing Yu, Xuhui Chen, Pan Li
2020 J jnl
Unsupervised Anomaly Detection in IoT Systems for Smart Cities.
IEEE Trans. Netw. Sci. Eng.
Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Geyong Min, Pan Li
2019 C conf
Differentially Private Community Detection in Attributed Social Networks.
ACML
Tianxi Ji, Changqing Luo, Yifan Guo, Jinlong Ji, Weixian Liao, Pan Li
2019 — conf
PerRNN: Personalized Recurrent Neural Networks for Acceleration-Based Human Activity Recognition.
ICC
Xufei Wang, Weixian Liao, Yifan Guo, Lixing Yu, Qianlong Wang, Miao Pan, Pan Li
2019 A* conf
Quantized Adversarial Training: An Iterative Quantized Local Search Approach.
ICDM
Yifan Guo, Tianxi Ji, Qianlong Wang, Lixing Yu, Pan Li
2018 — conf
A Unified Unsupervised Gaussian Mixture Variational Autoencoder for High Dimensional Outlier Detection.
IEEE BigData
Weixian Liao, Yifan Guo, Xuhui Chen, Pan Li
2018 C conf
Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach.
ACML
Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li