Jicong Fan

Adaptive Riemannian Graph Neural Networks AAAI 2026 AutoUAD: Hyper-parameter Optimization for Unsupervised Anomaly Detection ICLR 2025 Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025 Federated t-SNE and UMAP for Distributed Data Visualization AAAI 2025 Graph Minimum Factorization Distance and Its Application to Large-Scale Graph Data Clustering ICML 2025 Multi-Subspace Matrix Recovery from Permuted Data AAAI 2025 Non-Convex Tensor Recovery from Local Measurements AAAI 2025 Self-Discriminative Modeling for Anomalous Graph Detection ICML 2025 Unsupervised Anomaly Detection for Tabular Data Using Deep Noise Evaluation AAAI 2025 Deep Orthogonal Hypersphere Compression for Anomaly Detection ICLR 2024 Dense Projection for Anomaly Detection AAAI 2024 Dual Contrastive Graph-Level Clustering with Multiple Cluster Perspectives Alignment IJCAI 2024 Graph Classification via Reference Distribution Learning: Theory and Practice NeurIPS 2024 Kernel Readout for Graph Neural Networks IJCAI 2024 Learning Graph Representation via Graph Entropy Maximization ICML 2024 LG-FGAD: An Effective Federated Graph Anomaly Detection Framework IJCAI 2024 MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy ICLR 2024 Neuron-Enhanced AutoEncoder Matrix Completion and Collaborative Filtering: Theory and Practice ICLR 2024 Unsupervised Anomaly Detection in The Presence of Missing Values NeurIPS 2024 Arbitrary Virtual Try-on Network: Characteristics Representation and Trade-off between Body and Clothing ICLR 2023 Boosting Spectral Clustering on Incomplete Data via Kernel Correction and Affinity Learning NeurIPS 2023 Federated Spectral Clustering via Secure Similarity Reconstruction NeurIPS 2023 Graph Convolutional Kernel Machine versus Graph Convolutional Networks NeurIPS 2023 Lovász Principle for Unsupervised Graph Representation Learning NeurIPS 2023 A Simple Approach to Automated Spectral Clustering NeurIPS 2022 Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation AAAI 2022 Efficient Deep Embedded Subspace Clustering CVPR 2022 Multi-Mode Deep Matrix and Tensor Factorization ICLR 2022 Perturbation Learning Based Anomaly Detection NeurIPS 2022 Polynomial Matrix Completion for Missing Data Imputation and Transductive Learning AAAI 2020 Factor Group-Sparse Regularization for Efficient Low-Rank Matrix Recovery NeurIPS 2019 Online High Rank Matrix Completion CVPR 2019