Siwei Wang

33

Papers

113

Total Citations

Papers (33)

Deep Temporal Graph Clustering

Mechanism Design for LLM Fine-tuning with Multiple Reward Models

DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering

Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios

Enhanced then Progressive Fusion with View Graph for Multi-View Clustering

Deep Incomplete Multi-view Clustering with Distribution Dual-Consistency Recovery Guidance

MINES: Message Intercommunication for Inductive Relation Reasoning over Neighbor-Enhanced Subgraphs

Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering

Efficient Federated Incomplete Multi-View Clustering

Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation

Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond

Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering

Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information

Highly-Efficient Incomplete Large-Scale Multi-View Clustering With Consensus Bipartite Graph

Deep Incomplete Multi-View Clustering With Cross-View Partial Sample and Prototype Alignment

Localized Simple Multiple Kernel K-Means

Cross-view Topology Based Consistent and Complementary Information for Deep Multi-view Clustering

Imputation-free and Alignment-free: Incomplete Multi-view Clustering Driven by Consensus Semantic Learning

EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering

Generalized Deep Multi-view Clustering via Causal Learning with Partially Aligned Cross-view Correspondence

Structure-Adaptive Multi-View Graph Clustering for Remote Sensing Data

Max-Mahalanobis Anchors Guidance for Multi-View Clustering

Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering

Multi-armed Bandits with Compensation

Restless-UCB, an Efficient and Low-complexity Algorithm for Online Restless Bandits

Continuous Mean-Covariance Bandits

Combinatorial Bandits with Linear Constraints: Beyond Knapsacks and Fairness

Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences

Matching in Multi-arm Bandit with Collision

Learning low-dimensional generalizable natural features from retina using a U-net

Batch-Size Independent Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms or Independent Arms

Stability and Generalization of Kernel Clustering: from Single Kernel to Multiple Kernel

Thompson Sampling for Combinatorial Semi-Bandits