Suyuan Liu
25 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Keyword Champion
(3)
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Grand Slam
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Deep Specialist
(18)
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Dynamic Duo
(19)
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Renaissance Researcher
(7)
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Keyword Collector
(124)
Top co-authors
Research topics
Machine Learning
(21)
Core Methods
(19)
Learning Types Β· Machine Learning
(10)
Data Science & Analytics
(9)
Applications
(9)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Keywords
multi-view clustering
(11)
unsupervised learning
(4)
anchor graph
(4)
anchor learning
(3)
anchor-based clustering
(3)
anchor-based method
(3)
representation learning
(3)
incomplete multi-view clustering
(3)
contrastive learning
(2)
graph clustering
(2)
consensus representation
(2)
multiple kernel clustering
(2)
optimal transport
(2)
multi-view learning
(2)
graph learning
(1)
similarity learning
(1)
human perception
(1)
admm optimization
(1)
federated learning
(1)
matrix factorization
(1)
Papers
A General Anchor-Based Framework for Scalable Fair Clustering
AAAI 2026
MCPTox: A Benchmark for Tool Poisoning on Real-World MCP Servers
AAAI 2026
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
Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations
AAAI 2026
Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
ICML 2025
DLEFT-MKC: Dynamic Late Fusion Multiple Kernel Clustering with Robust Tensor Learning via Min-Max Optimization
ICLR 2025
EASEMVC:Efficient Dual Selection Mechanism for Deep Multi-View Clustering
CVPR 2025
Efficient Federated Incomplete Multi-View Clustering
ICML 2025
Enhanced then Progressive Fusion with View Graph for Multi-View Clustering
CVPR 2025
From Spectrum-free towards Baseline-view-free: Double-track Proximity Driven Multi-view Clustering
ICML 2025
Incremental NystrΓΆm-based Multiple Kernel Clustering
AAAI 2025
Intra-view and Inter-view Correlation Guided Multi-view Novel Class Discovery
ICCV 2025
On the Adversarial Robustness of Multi-Kernel Clustering
ICML 2025
Pairwise Evaluation of Accent Similarity in Speech Synthesis
Interspeech 2025
A comparison of voice similarity through acoustics, human perception and deep neural network (DNN) speaker verification systems
Interspeech 2024
Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
NeurIPS 2024
A Non-parametric Graph Clustering Framework for Multi-View Data
AAAI 2024
Clustering then Propagation: Select Better Anchors for Knowledge Graph Embedding
NeurIPS 2024
Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering
NeurIPS 2024
Learn from View Correlation: An Anchor Enhancement Strategy for Multi-view Clustering
CVPR 2024
Sample-Level Cross-View Similarity Learning for Incomplete Multi-View Clustering
AAAI 2024
Align then Fusion: Generalized Large-scale Multi-view Clustering with Anchor Matching Correspondences
NeurIPS 2022
Efficient One-Pass Multi-View Subspace Clustering with Consensus Anchors
AAAI 2022
Instance-Adaptive Graph for EEG Emotion Recognition
AAAI 2020