Guanhua Ye

ACM Trans. Inf. Syst., March, 2025

DecKG: Decentralized collaborative learning with knowledge graph enhancement for POI recommendation.

[BibT_eX]

[DOI]

Inf. Sci., 2025

Robust federated contrastive recommender system against targeted model poisoning attack.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2025

On-device Content-based Recommendation with Single-shot Embedding Pruning: A Cooperative Game Perspective.

[BibT_eX]

[DOI]

Hung Vinh Tran

Kai Zheng

Proceedings of the ACM on Web Conference 2025, 2025

Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2025, 2025

Progressive Generalization Risk Reduction for Data-Efficient Causal Effect Estimation.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

Towards Unsupervised Entity Alignment for Highly Heterogeneous Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

DATA-WA: Demand-Based Adaptive Task Assignment with Dynamic Worker Availability Windows.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

A Memetic Algorithm for the Capacity-Constrained Community Detection Problem in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2025

MSformer: Joint Prediction of Multi-Dimensional Resources in Computing Power Network based on Multi-Granularity Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2025

Big Data Time Series Prediction Based on Feature-Enhanced Transformer Model.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data and Smart Computing, 2025

Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Adversarial Item Promotion on Visually-Aware Recommender Systems by Guided Diffusion.

[BibT_eX]

[DOI]

Nguyen Quoc Viet Hung

ACM Trans. Inf. Syst., November, 2024

Graph neural networks with deep mutual learning for designing multi-modal recommendation systems.

[BibT_eX]

[DOI]

Jianing Li

Chaoqun Yang

Inf. Sci., January, 2024

Contrastive Graph Condensation: Advancing Data Versatility through Self-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Tackling Data Heterogeneity in Federated Time Series Forecasting.

[BibT_eX]

[DOI]

Wei Yuan

Xiangyu Zhao

Yang Cao

CoRR, 2024

Unleashing the Power of Large Language Models for Group POI Recommendations.

[BibT_eX]

[DOI]

CoRR, 2024

LAC: Graph Contrastive Learning with Learnable Augmentation in Continuous Space.

[BibT_eX]

[DOI]

CoRR, 2024

WPFed: Web-based Personalized Federation for Decentralized Systems.

[BibT_eX]

[DOI]

CoRR, 2024

FELLAS: Enhancing Federated Sequential Recommendation with LLM as External Services.

[BibT_eX]

[DOI]

CoRR, 2024

Poisoning Attacks and Defenses in Recommender Systems: A Survey.

[BibT_eX]

[DOI]

CoRR, 2024

Rethinking and Accelerating Graph Condensation: A Training-Free Approach with Class Partition.

[BibT_eX]

[DOI]

CoRR, 2024

Robust Federated Contrastive Recommender System against Model Poisoning Attack.

[BibT_eX]

[DOI]

CoRR, 2024

Heterogeneous decentralised machine unlearning with seed model distillation.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., 2024

Physical Trajectory Inference Attack and Defense in Decentralized POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Unraveling the 'Anomaly' in Time Series Anomaly Detection: A Self-supervised Tri-domain Solution.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Physics-guided Active Sample Reweighting for Urban Flow Prediction.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Heterogeneous Collaborative Learning for Personalized Healthcare Analytics via Messenger Distillation.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, November, 2023

Heterogeneous Decentralized Machine Unlearning with Seed Model Distillation.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Personalized On-Device E-Health Analytics With Decentralized Block Coordinate Descent.

[BibT_eX]

[DOI]

Jiangning Song

IEEE J. Biomed. Health Informatics, 2022

A Decentralized Collaborative Learning Framework Across Heterogeneous Devices for Personalized Predictive Analytics.

[BibT_eX]

[DOI]

CoRR, 2022

2021

FENet: A Frequency Extraction Network for Obstructive Sleep Apnea Detection.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, 2021

2020

Try This Instead: Personalized and Interpretable Substitute Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2005

On Explicit Congestion Notification for Stream Control Transmission Protocol in Lossy Networks.

[BibT_eX]

[DOI]

Myung J. Lee

Clust. Comput., 2005

Wireless aware SCTP for ad hoc networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 2nd International Conference on Mobile Adhoc and Sensor Systems, 2005

2004

Improving stream control transmission protocol performance over lossy links.

[BibT_eX]

[DOI]

Myung Jong Lee

IEEE J. Sel. Areas Commun., 2004

IPCC-SCTP: an enhancement to the standard SCTP to support multi-homing efficiently.

[BibT_eX]

[DOI]

Myung J. Lee

Proceedings of the 23rd IEEE International Performance Computing and Communications Conference, 2004

2003

Using Explicit Congestion Notification in Stream Control Transmission Protocol in Lossy Networks.

[BibT_eX]

[DOI]