Lele Fu - RankMe

48 papers A* 11A 5Journal 31Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Credible grouping of heterogeneous clients for personalized federated learning via block-term decomposition. Inf. Fusion Tianchi Liao, Siran Zhao, Lele Fu, Sheng Huang, K. Ng Michael, Zibin Zheng, Chuan Chen
2026	J	`jnl`	FedG2: Cross-domain federated graph learning via dual graph matching. Pattern Recognit. Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen
2026	J	`jnl`	Open spatial relation extraction about geological objects with dependency graph network. Earth Sci. Informatics Deping Chu, Lele Fu, Bo Wan, Fang Fang, Shunping Zhou
2026	A*	`conf`	Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning. AAAI Shuman Zhuang, Zhihao Wu, Wei Huang, Luojun Lin, Jiali Yin, Lele Fu, Hong-Ning Dai
2025	J	`jnl`	A Cross-Client Coordinator in Federated Learning Framework for Conquering Heterogeneity. IEEE Trans. Neural Networks Learn. Syst. Sheng Huang, Lele Fu, Yuecheng Li, Chuan Chen, Zibin Zheng, Hong-Ning Dai
2025	A*	`conf`	Beyond Federated Prototype Learning: Learnable Semantic Anchors with Hyperspherical Contrast for Domain-Skewed Data. AAAI Lele Fu, Sheng Huang, Yanyi Lai, Tianchi Liao, Chuanfu Zhang, Chuan Chen
2025	A*	`conf`	Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off. ICML Yuecheng Li, Lele Fu, Tong Wang, Jian Lou, Bin Chen, Lei Yang, Jian Shen, Zibin Zheng, Chuan Chen
2025	A*	`conf`	FedBG: Proactively Mitigating Bias in Cross-Domain Graph Federated Learning Using Background Data. IJCAI Sheng Huang, Lele Fu, Tianchi Liao, Bowen Deng, Chuanfu Zhang, Chuan Chen
2025	A*	`conf`	Federated Domain Generalization with Decision Insight Matrix. IJCAI Tianchi Liao, Binghui Xie, Lele Fu, Sheng Huang, Bowen Deng, Chuan Chen, Zibin Zheng
2025	J	`jnl`	Federated Domain-Independent Prototype Learning With Alignments of Representation and Parameter Spaces for Feature Shift. IEEE Trans. Mob. Comput. Lele Fu, Sheng Huang, Yanyi Lai, Chuanfu Zhang, Hong-Ning Dai, Zibin Zheng, Chuan Chen
2025	A*	`conf`	Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network. IJCAI Sujia Huang, Lele Fu, Shuman Zhuang, Yide Qiu, Bo Huang, Zhen Cui, Tong Zhang
2025	J	`jnl`	Hyper-Laplacian Regularized Concept Factorization in Low-Rank Tensor Space for Multi-View Clustering. IEEE Trans. Emerg. Top. Comput. Intell. Zixiao Yu, Lele Fu, Yongyong Chen, Zhiling Cai, Guoqing Chao
2025	A*	`conf`	Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering. IJCAI Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Chuanfu Zhang, Chuan Chen
2025	J	`jnl`	Learn the global prompt in the low-rank tensor space for heterogeneous federated learning. Neural Networks Lele Fu, Sheng Huang, Yuecheng Li, Chuan Chen, Chuanfu Zhang, Zibin Zheng
2025	A*	`conf`	Less is More: Federated Graph Learning with Alleviating Topology Heterogeneity from A Causal Perspective. ICML Lele Fu, Bowen Deng, Sheng Huang, Tianchi Liao, Shirui Pan, Chuan Chen
2025	J	`jnl`	Low-rank tensor learning with projection distance metric for multi-view clustering. Int. J. Mach. Learn. Cybern. Sujia Huang, Lele Fu, Shide Du, Zhihao Wu, Athanasios V. Vasilakos, Shiping Wang
2025	J	`jnl`	Parameter-oriented contrastive schema and multi-level knowledge distillation for heterogeneous federated learning. Inf. Fusion Lele Fu, Yuecheng Li, Sheng Huang, Chuan Chen, Chuanfu Zhang, Zibin Zheng
2025	J	`jnl`	Privacy-Preserving Vertical Federated Learning With Tensor Decomposition for Data Missing Features. IEEE Trans. Inf. Forensics Secur. Tianchi Liao, Lele Fu, Lei Zhang, Lei Yang, Chuan Chen, Michael Kwok-Po Ng, Huawei Huang, Zibin Zheng
2025	A*	`conf`	THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings. AAAI Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang
2025	J	`jnl`	Torque-based Graph Surgery:Enhancing Graph Neural Networks with Hierarchical Rewiring. CoRR Sujia Huang, Lele Fu, Zhen Cui, Tong Zhang, Na Song, Bo Huang
2025	A*	`conf`	Towards Understanding Parametric Generalized Category Discovery on Graphs. ICML Bowen Deng, Lele Fu, Jialong Chen, Sheng Huang, Tianchi Liao, Zhang Tao, Chuan Chen
2024	A*	`conf`	A Swiss Army Knife for Heterogeneous Federated Learning: Flexible Coupling via Trace Norm. NeurIPS Tianchi Liao, Lele Fu, Jialong Chen, Zhen Wang, Zibin Zheng, Chuan Chen
2024	J	`jnl`	Data-free knowledge distillation via generator-free data generation for Non-IID federated learning. Neural Networks Siran Zhao, Tianchi Liao, Lele Fu, Chuan Chen, Jing Bian, Zibin Zheng
2024	A	`conf`	FedSeProto: Learning Semantic Prototype in Federated Learning. ECAI Yanyi Lai, Lele Fu, Tianchi Liao, Chuan Chen, Zibin Zheng
2024	J	`jnl`	Multi-View Graph Convolutional Networks with Differentiable Node Selection. ACM Trans. Knowl. Discov. Data Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
2024	J	`jnl`	Subspace-Contrastive Multi-View Clustering. ACM Trans. Knowl. Discov. Data Lele Fu, Sheng Huang, Lei Zhang, Jinghua Yang, Zibin Zheng, Chuanfu Zhang, Chuan Chen
2024	J	`jnl`	THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings. CoRR Bowen Deng, Tong Wang, Lele Fu, Sheng Huang, Chuan Chen, Tao Zhang
2024	J	`jnl`	Tensor-Derived Large-Scale Multi-View Subspace Clustering With Faithful Semantics. IEEE Trans. Signal Inf. Process. over Networks Sujia Huang, Shide Du, Lele Fu, Zhihao Wu, Shiping Wang
2024	J	`jnl`	Toward Few-Label Vertical Federated Learning. ACM Trans. Knowl. Discov. Data Lei Zhang, Lele Fu, Chen Liu, Zhao Yang, Jinghua Yang, Zibin Zheng, Chuan Chen
2023	J	`jnl`	A Self-Representation Method with Local Similarity Preserving for Fast Multi-View Outlier Detection. ACM Trans. Knowl. Discov. Data Yu Wang, Chuan Chen, Jinrong Lai, Lele Fu, Yuren Zhou, Zibin Zheng
2023	J	`jnl`	Community-Aware Efficient Graph Contrastive Learning via Personalized Self-Training. CoRR Yuecheng Li, Yanming Hu, Lele Fu, Chuan Chen, Lei Yang, Zibin Zheng
2023	J	`jnl`	Cross-view graph matching for incomplete multi-view clustering. Neurocomputing Jinghua Yang, Lele Fu, Chuan Chen, Hong-Ning Dai, Zibin Zheng
2023	J	`jnl`	Learnable Multi-View Matrix Factorization With Graph Embedding and Flexible Loss. IEEE Trans. Multim. Sheng Huang, Yunhe Zhang, Lele Fu, Shiping Wang
2023	J	`jnl`	Learnable graph convolutional network and feature fusion for multi-view learning. Inf. Fusion Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, Shiping Wang
2023	A	`conf`	Mutual Information-Driven Multi-View Clustering. CIKM Lei Zhang, Lele Fu, Tong Wang, Chuan Chen, Chuanfu Zhang
2023	J	`jnl`	Unified Low-Rank Tensor Learning and Spectral Embedding for Multi-View Subspace Clustering. IEEE Trans. Multim. Lele Fu, Zhaoliang Chen, Yongyong Chen, Shiping Wang
2022	J	`jnl`	A structure noise-aware tensor dictionary learning method for high-dimensional data clustering. Inf. Sci. Jinghua Yang, Chuan Chen, Hong-Ning Dai, Lele Fu, Zibin Zheng
2022	J	`jnl`	Consistent affinity representation learning with dual low-rank constraints for multi-view subspace clustering. Neurocomputing Lele Fu, Jieling Li, Chuan Chen
2022	A	`conf`	Hierarchical Representation for Multi-view Clustering: From Intra-sample to Intra-view to Inter-view. CIKM Jinghua Yang, Chuan Chen, Hong-Ning Dai, Meng Ding, Lele Fu, Zibin Zheng
2022	J	`jnl`	Learnable Graph Convolutional Network and Feature Fusion for Multi-view Learning. CoRR Zhaoliang Chen, Lele Fu, Jie Yao, Wenzhong Guo, Claudia Plant, Shiping Wang
2022	J	`jnl`	Low-rank tensor approximation with local structure for multi-view intrinsic subspace clustering. Inf. Sci. Lele Fu, Jinghua Yang, Chuan Chen, Chuanfu Zhang
2022	A	`conf`	Multi-View Deep Matrix Factorization with Consensual Solution from Multiple Paths. ICME Sheng Huang, Lele Fu, Yunhe Zhang, Haiping Xu, Shiping Wang
2022	J	`jnl`	Multi-view Graph Convolutional Networks with Differentiable Node Selection. CoRR Zhaoliang Chen, Lele Fu, Shunxin Xiao, Shiping Wang, Claudia Plant, Wenzhong Guo
2022	J	`jnl`	Multigraph Random Walk for Joint Learning of Multiview Clustering and Semisupervised Classification. IEEE Trans. Comput. Soc. Syst. Shiping Wang, Lele Fu, Zhewen Wang, Haiping Xu, William Zhu
2022	J	`jnl`	Subspace-Contrastive Multi-View Clustering. CoRR Lele Fu, Lei Zhang, Jinghua Yang, Chuan Chen, Chuanfu Zhang, Zibin Zheng
2021	—	`conf`	Enhanced Multi-view Matrix Factorization with Shared Representation. PRCV (4) Sheng Huang, Yunhe Zhang, Lele Fu, Shiping Wang
2021	A	`conf`	Multi-View Learning Via Low-Rank Tensor Optimization. ICME Lele Fu, Zhaoliang Chen, Sujia Huang, Sheng Huang, Shiping Wang
2020	J	`jnl`	An overview of recent multi-view clustering. Neurocomputing Lele Fu, Pengfei Lin, Athanasios V. Vasilakos, Shiping Wang