Guanhua Ye

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 24

Top Topics

Collaborative Learning

Anomaly Based Intrusion Detection

Recommender Systems

Top Venues

IEEE J. Biomed. Health Informatics

CAAI Trans. Intell. Technol.

Publications

Xinyi Gao, Hongzhi Yin, Tong Chen, Guanhua Ye, Wentao Zhang, Bin Cui
RobGC: Towards Robust Graph Condensation. CoRR (2024)
Xinyi Gao, Tong Chen, Wentao Zhang, Junliang Yu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition. CoRR (2024)
Yuting Sun, Guansong Pang, Guanhua Ye, Tong Chen, Xia Hu, Hongzhi Yin
Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution. ICDE (2024)
Wei Yuan, Chaoqun Yang, Liang Qu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
Robust Federated Contrastive Recommender System against Model Poisoning Attack. CoRR (2024)
Wei Yuan, Chaoqun Yang, Liang Qu, Quoc Viet Hung Nguyen, Guanhua Ye, Hongzhi Yin
PTF-FSR: A Parameter Transmission-Free Federated Sequential Recommender System. CoRR (2024)
Jing Long, Guanhua Ye, Tong Chen, Yang Wang, Meng Wang, Hongzhi Yin
Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations. CoRR (2024)
Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
Heterogeneous decentralised machine unlearning with seed model distillation. CAAI Trans. Intell. Technol. 9 (3) (2024)
Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Nguyen Quoc Viet Hung, Hongzhi Yin
Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. CoRR (2024)
Wei Jiang, Tong Chen, Guanhua Ye, Wentao Zhang, Lizhen Cui, Zi Huang, Hongzhi Yin
Physics-guided Active Sample Reweighting for Urban Flow Prediction. CoRR (2024)
Zongwei Wang, Junliang Yu, Min Gao, Wei Yuan, Guanhua Ye, Shazia W. Sadiq, Hongzhi Yin
Poisoning Attacks and Defenses in Recommender Systems: A Survey. CoRR (2024)
Jing Long, Guanhua Ye, Tong Chen, Yang Wang, Meng Wang, Hongzhi Yin
Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations. KDD (2024)
Jianing Li, Chaoqun Yang, Guanhua Ye, Quoc Viet Hung Nguyen
Graph neural networks with deep mutual learning for designing multi-modal recommendation systems. Inf. Sci. 654 (2024)
Jing Long, Tong Chen, Guanhua Ye, Kai Zheng, Quoc Viet Hung Nguyen, Hongzhi Yin
Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation. WWW (2024)
Lijian Chen, Wei Yuan, Tong Chen, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin
Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion. CoRR (2023)
Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin
Heterogeneous Decentralized Machine Unlearning with Seed Model Distillation. CoRR (2023)
Guanhua Ye, Tong Chen, Yawen Li, Lizhen Cui, Quoc Viet Hung Nguyen, Hongzhi Yin
Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Yuting Sun, Guansong Pang, Guanhua Ye, Tong Chen, Xia Hu, Hongzhi Yin
Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution. CoRR (2023)
Guanhua Ye, Hongzhi Yin, Tong Chen
A Decentralized Collaborative Learning Framework Across Heterogeneous Devices for Personalized Predictive Analytics. CoRR (2022)
Guanhua Ye, Hongzhi Yin, Tong Chen, Miao Xu, Quoc Viet Hung Nguyen, Jiangning Song
Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent. IEEE J. Biomed. Health Informatics 26 (6) (2022)
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. IEEE J. Biomed. Health Informatics 25 (8) (2021)
Guanhua Ye, Hongzhi Yin, Tong Chen, Miao Xu, Quoc Viet Hung Nguyen, Jiangning Song
Personalized On-Device E-health Analytics with Decentralized Block Coordinate Descent. CoRR (2021)
Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. CoRR (2021)
Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang
Try This Instead: Personalized and Interpretable Substitute Recommendation. CoRR (2020)
Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang
Try This Instead: Personalized and Interpretable Substitute Recommendation. SIGIR (2020)
Guanhua Ye, Chunyue Liu, Tarek N. Saadawi, Myung J. Lee
Wireless aware SCTP for ad hoc networks. MASS (2005)
Guanhua Ye, Tarek N. Saadawi, Myung J. Lee
On Explicit Congestion Notification for Stream Control Transmission Protocol in Lossy Networks. Clust. Comput. 8 (2-3) (2005)
Guanhua Ye, Tarek N. Saadawi, Myung J. Lee
IPCC-SCTP: an enhancement to the standard SCTP to support multi-homing efficiently. IPCCC (2004)
Guanhua Ye, Tarek N. Saadawi, Myung Jong Lee
Improving stream control transmission protocol performance over lossy links. IEEE J. Sel. Areas Commun. 22 (4) (2004)
Guanhua Ye, Tarek N. Saadawi, Myung J. Lee
Using Explicit Congestion Notification in Stream Control Transmission Protocol in Lossy Networks. ICDCS Workshops (2003)