Shengju Yu
15 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Silver π€ Dynamic Duo (13) π Grand Slam
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Prolific Year Β· Productive
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Research topics
Machine Learning
(12)
Core Methods
(10)
Data Science & Analytics
(7)
Applications
(7)
Learning Types Β· Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Models
(1)
Keywords
incomplete multi-view clustering
(6)
anchor graph
(3)
multi-view clustering
(3)
unsupervised learning
(2)
representation learning
(2)
spectral embedding
(2)
spectral clustering
(1)
cross-view alignment
(1)
model security
(1)
model safety
(1)
affinity learning
(1)
ai safety
(1)
topology learning
(1)
multi-view learning
(1)
hierarchical clustering
(1)
gaussian kernel
(1)
kernel matrix
(1)
self-supervised learning
(1)
mahalanobis distance
(1)
convergence
(1)
Papers
Parameter-Free Clustering via Self-Supervised Consensus Maximization
AAAI 2026
Plug-and-Play Incomplete Multi-View Clustering via Janus-Faced Affinity Learning with Topology Harmonization
CVPR 2026
Bifurcate then Alienate: Incomplete Multi-view Clustering via Coupled Distribution Learning with Linear Overhead
ICML 2025
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
ICLR 2025
Efficient Federated Incomplete Multi-View Clustering
ICML 2025
From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
ICML 2025
Max-Mahalanobis Anchors Guidance for Multi-View Clustering
AAAI 2025
Safety in Large Reasoning Models: A Survey
EMNLP 2025
Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction
ICLR 2025
A Non-parametric Graph Clustering Framework for Multi-View Data
AAAI 2024
Decouple then Classify: A Dynamic Multi-view Labeling Strategy with Shared and Specific Information
ICML 2024
DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
AAAI 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation
NeurIPS 2024
Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation
ICML 2024
Towards Resource-friendly, Extensible and Stable Incomplete Multi-view Clustering
ICML 2024