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2020 – today
- 2024
[j7]Guanhua Ye, Tong Chen
, Quoc Viet Hung Nguyen, Hongzhi Yin:
Heterogeneous decentralised machine unlearning with seed model distillation. CAAI Trans. Intell. Technol. 9(3): 608-619 (2024)- [j6]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: 119815 (2024) - [c8]Wei Jiang, Tong Chen, Guanhua Ye, Wentao Zhang, Lizhen Cui, Zi Huang, Hongzhi Yin:
Physics-guided Active Sample Reweighting for Urban Flow Prediction. CIKM 2024: 1004-1014 - [c7]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: 981-994 - [c6]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: 2026-2036 - [c5]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: 3379-3387 - [i19]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 abs/2401.14583 (2024) - [i18]Wei Yuan, Chaoqun Yang, Liang Qu, Guanhua Ye, Quoc Viet Hung Nguyen, Hongzhi Yin:
Robust Federated Contrastive Recommender System against Model Poisoning Attack. CoRR abs/2403.20107 (2024) - [i17]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 abs/2405.13707 (2024) - [i16]Jing Long, Guanhua Ye, Tong Chen, Yang Wang, Meng Wang, Hongzhi Yin:
Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations. CoRR abs/2405.13811 (2024) - [i15]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 abs/2406.01022 (2024) - [i14]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 abs/2406.05387 (2024) - [i13]Xinyi Gao, Hongzhi Yin, Tong Chen, Guanhua Ye, Wentao Zhang, Bin Cui:
RobGC: Towards Robust Graph Condensation. CoRR abs/2406.13200 (2024) - [i12]Wei Jiang, Tong Chen, Guanhua Ye, Wentao Zhang, Lizhen Cui, Zi Huang, Hongzhi Yin:
Physics-guided Active Sample Reweighting for Urban Flow Prediction. CoRR abs/2407.13605 (2024) - [i11]Wei Yuan, Chaoqun Yang, Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin:
FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services. CoRR abs/2410.04927 (2024) - [i10]Ruiqi Zheng, Liang Qu, Guanhua Ye, Tong Chen, Yuhui Shi, Hongzhi Yin:
DecKG: Decentralized Collaborative Learning with Knowledge Graph Enhancement for POI Recommendation. CoRR abs/2410.10130 (2024) - [i9]Guanhua Ye, Jifeng He, Weiqing Wang, Zhe Xue, Feifei Kou, Yawen Li:
WPFed: Web-based Personalized Federation for Decentralized Systems. CoRR abs/2410.11378 (2024) - [i8]Zhenyu Lin, Hongzheng Li, Yingxia Shao, Guanhua Ye, Yawen Li, Quanqing Xu:
LAC: Graph Contrastive Learning with Learnable Augmentation in Continuous Space. CoRR abs/2410.15355 (2024) - 2023
- [j5]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): 5249-5259 (2023) - [i7]Guanhua Ye, Tong Chen, Quoc Viet Hung Nguyen, Hongzhi Yin:
Heterogeneous Decentralized Machine Unlearning with Seed Model Distillation. CoRR abs/2308.13269 (2023) - [i6]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 abs/2311.11235 (2023) - [i5]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 abs/2312.15826 (2023) - 2022
- [j4]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): 2778-2786 (2022) - [i4]Guanhua Ye, Hongzhi Yin, Tong Chen:
A Decentralized Collaborative Learning Framework Across Heterogeneous Devices for Personalized Predictive Analytics. CoRR abs/2205.13705 (2022) - 2021
- [j3]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): 2848-2856 (2021) - [i3]Guanhua Ye, Hongzhi Yin, Tong Chen, Hongxu Chen, Lizhen Cui, Xiangliang Zhang:
FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection. CoRR abs/2101.02873 (2021) - [i2]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 abs/2112.09341 (2021) - 2020
- [c4]Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang:
Try This Instead: Personalized and Interpretable Substitute Recommendation. SIGIR 2020: 891-900 - [i1]Tong Chen, Hongzhi Yin, Guanhua Ye, Zi Huang, Yang Wang, Meng Wang:
Try This Instead: Personalized and Interpretable Substitute Recommendation. CoRR abs/2005.09344 (2020)
2000 – 2009
- 2005
- [j2]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): 147-156 (2005) - [c3]Guanhua Ye, Chunyue Liu, Tarek N. Saadawi, Myung J. Lee:
Wireless aware SCTP for ad hoc networks. MASS 2005 - 2004
- [j1]Guanhua Ye, Tarek N. Saadawi, Myung Jong Lee:
Improving stream control transmission protocol performance over lossy links. IEEE J. Sel. Areas Commun. 22(4): 727-736 (2004) - [c2]Guanhua Ye, Tarek N. Saadawi, Myung J. Lee:
IPCC-SCTP: an enhancement to the standard SCTP to support multi-homing efficiently. IPCCC 2004: 523-530 - 2003
- [c1]Guanhua Ye, Tarek N. Saadawi, Myung J. Lee:
Using Explicit Congestion Notification in Stream Control Transmission Protocol in Lossy Networks. ICDCS Workshops 2003: 704-709
Coauthor Index
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