Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning

4 February 2023

Papers citing "Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning"

24 / 24 papers shown

Title
TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning Weiqi Wang Zhiyi Tian An Liu Shui Yu 74 0 0 27 Feb 2025
SMTFL: Secure Model Training to Untrusted Participants in Federated Learning Zhihui Zhao Xiaorong Dong Yimo Ren Jianhua Wang Dan Yu Hongsong Zhu Yongle Chen 77 0 0 24 Feb 2025
Vertical Federated Unlearning via Backdoor Certification Mengde Han Tianqing Zhu Lefeng Zhang Huan Huo Wanlei Zhou FedML MU 69 2 0 16 Dec 2024
Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning Naixing Xu Qian Li X. Wang Bingchen Liu X. Li MU 65 0 0 01 Dec 2024
Streamlined Federated Unlearning: Unite as One to Be Highly Efficient Lei Zhou Youwen Zhu Qiao Xue Ji Zhang Pengfei Zhang MU 87 1 0 28 Nov 2024
Trustworthy Federated Learning: Privacy, Security, and Beyond Chunlu Chen Ji Liu Haowen Tan Xingjian Li Kevin I-Kai Wang Peng Li Kouichi Sakurai Dejing Dou FedML 52 3 0 03 Nov 2024
Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsification Xiaoxiong Zhang Zhiwei Zeng Xin Zhou Dusit Niyato Zhiqi Shen FedML 31 1 0 19 Jun 2024
Goldfish: An Efficient Federated Unlearning Framework Houzhe Wang Xiaojie Zhu Chi Chen Paulo Esteves-Verissimo FedML MU 21 3 0 04 Apr 2024
Federated Distillation: A Survey Lin Li Jianping Gou Baosheng Yu Lan Du Zhang Yiand Dacheng Tao DD FedML 53 4 0 02 Apr 2024
Federated Knowledge Graph Unlearning via Diffusion Model Bingchen Liu Yuanyuan Fang MU 38 1 0 13 Mar 2024
Machine Unlearning for Recommendation Systems: An Insight Bhavika Sachdeva Harshita Rathee Sristi Arun Sharma Witold Wydmañski MU 24 4 0 17 Jan 2024
Federated Unlearning: A Survey on Methods, Design Guidelines, and Evaluation Metrics Nicolò Romandini Alessio Mora Carlo Mazzocca R. Montanari Paolo Bellavista FedML MU 56 22 0 10 Jan 2024
FedMKGC: Privacy-Preserving Federated Multilingual Knowledge Graph Completion Wei Tang Zhiqian Wu Yixin Cao Yong Liao Pengyuan Zhou FedML 12 2 0 17 Dec 2023
A Survey on Federated Unlearning: Challenges, Methods, and Future Directions Ziyao Liu Yu Jiang Jiyuan Shen Minyi Peng Kwok-Yan Lam Xingliang Yuan Xiaoning Liu MU 26 44 0 31 Oct 2023
Exploring Federated Unlearning: Review, Comparison, and Insights Yang Zhao Jiaxi Yang Yiling Tao Lixu Wang Xiaoxiao Li Dusit Niyato H. Vincent Poor FedML MU 54 13 0 30 Oct 2023
Open Knowledge Base Canonicalization with Multi-task Unlearning Bingchen Liu Shihao Hou Weixin Zeng Xiang Zhao Shijun Liu Li Pan 16 0 0 25 Oct 2023
Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation Yash Sinha Murari Mandal Mohan S. Kankanhalli MU 32 10 0 28 Sep 2023
FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning T. Shaik Xiaohui Tao Lin Li Haoran Xie Taotao Cai Xiaofeng Zhu Qingyuan Li MU 28 13 0 19 Sep 2023
A Survey of Graph Unlearning Anwar Said Tyler Derr Mudassir Shabbir W. Abbas X. Koutsoukos MU 28 7 0 23 Aug 2023
Machine Unlearning: Solutions and Challenges Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 40 46 0 14 Aug 2023
Exploring the Landscape of Machine Unlearning: A Comprehensive Survey and Taxonomy T. Shaik Xiaohui Tao Haoran Xie Lin Li Xiaofeng Zhu Qingyuan Li MU 36 25 0 10 May 2023
SAFE: Machine Unlearning With Shard Graphs Yonatan Dukler Benjamin Bowman Alessandro Achille Aditya Golatkar A. Swaminathan Stefano Soatto MU 22 21 0 25 Apr 2023
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 181 1,940 0 02 Feb 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 171 1,635 0 11 Oct 2017