Xinyan Liang
20 papers · 2024–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π Keyword Champion (4) π€ Dynamic Duo (10)
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Century Club Β· Bronze
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Research topics
Machine Learning
(19)
Core Methods
(15)
Deep Learning
(8)
Learning Types
(7)
Artificial Intelligence
(5)
Architectures
(5)
Core AI
(4)
Application Areas
(3)
Techniques
(3)
Data Science & Analytics
(2)
Applications
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Keywords
evolutionary algorithm
(5)
multi-view classification
(4)
neural architecture search
(4)
multi-view clustering
(3)
representation learning
(3)
speech enhancement
(3)
multimodal classification
(3)
unsupervised learning
(3)
graph neural network
(2)
fractional fourier transform
(2)
feature fusion
(2)
knowledge distillation
(2)
attention mechanism
(1)
multi-view fusion
(1)
reinforcement learning
(1)
graph learning
(1)
feature selection
(1)
contrastive learning
(1)
structure learning
(1)
hierarchical clustering
(1)
Papers
EvoFMVC: Trusted Federated Multi-View Clustering with Evolutionary Fusion
AAAI 2026
Multi-View Clustering with Granularity-Aware Pseudo Supervision
AAAI 2026
Signal Enhancement via Multi-view Dynamic Representation and Alignment-aware Fusion
AAAI 2026
Uncertainty-Guided View-Strength-Aware Feature Utilization for Multi-View Classification
AAAI 2026
A Fast Neural Architecture Search Method for Multi-Modal Classification via Knowledge Sharing
IJCAI 2025
A Multi-view Fusion Approach for Enhancing Speech Signals via Short-time Fractional Fourier Transform
IJCAI 2025
An Association-based Fusion Method for Speech Enhancement
IJCAI 2025
Collaborative Similarity Fusion and Consistency Recovery for Incomplete Multi-view Clustering
AAAI 2025
Enhanced Denesity Peak Clustering for High-Dimensional Data
AAAI 2025
Multi-view Clustering via Multi-granularity Ensemble
IJCAI 2025
PASD: A Pixel-Adaptive Swarm Dynamics Approach for Unsupervised Low-Light Image Enhancement
ICCV 2025
Robust Automatic Modulation Classification with Fuzzy Regularization
ICML 2025
Stabilizing Sample Similarity in Representation via Mitigating Random Consistency
ICML 2025
Trusted Multi-View Classification via Evolutionary Multi-View Fusion
ICLR 2025
Trusted Multi-View Classification with Expert Knowledge Constraints
ICML 2025
View-Association-Guided Dynamic Multi-View Classification
IJCAI 2025
Core-Structures-Guided Multi-Modal Classification Neural Architecture Search
IJCAI 2024
DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification
AAAI 2024
Deep Incomplete Multi-View Learning Network with Insufficient Label Information
AAAI 2024
Efficient Multi-view Unsupervised Feature Selection with Adaptive Structure Learning and Inference
IJCAI 2024