Yuhua Qian
20 papers · 2021–2026 · 7 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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πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Dynamic Duo
(10)
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Prolific Year Β· Prolific
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Century Club Β· Bronze
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Renaissance Researcher
(7)
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Top co-authors
Research topics
Machine Learning
(17)
Core Methods
(14)
Deep Learning
(9)
Learning Types Β· Machine Learning
(5)
Artificial Intelligence
(4)
Architectures
(4)
Core AI
(4)
Optimization & Theory
(4)
Application Areas
(3)
Techniques
(3)
Computer Vision
(2)
Analysis
(2)
Learning Types Β· Deep Learning
(2)
Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
Keywords
evolutionary algorithm
(4)
neural architecture search
(3)
multimodal classification
(3)
clustering ensemble
(2)
representation learning
(2)
speech enhancement
(2)
knowledge distillation
(2)
label noise
(2)
fractional fourier transform
(2)
feature learning
(1)
multi-view fusion
(1)
sparse representation
(1)
attention mechanism
(1)
knowledge transfer
(1)
multi-task learning
(1)
causal inference
(1)
feature selection
(1)
k-means clustering
(1)
reinforcement learning
(1)
model architecture
(1)
Papers
Neighbor-aware Label Refinement: Enhancing Unreliable Instance-Dependent Partial Labels
AAAI 2026
Signal Enhancement via Multi-view Dynamic Representation and Alignment-aware Fusion
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
Frequency-Aware Deep Depth from Focus
IJCAI 2025
k-HyperEdge Medoids for Clustering Ensemble
AAAI 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
Sharper Error Bounds in Late Fusion Multi-view Clustering with Eigenvalue Proportion Optimization
AAAI 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
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 Embedding Clustering Driven by Sample Stability
IJCAI 2024
Learning Multi-Task Sparse Representation Based on Fisher Information
AAAI 2024
Neural Collapse To Multiple Centers For Imbalanced Data
NeurIPS 2024
PHSIC against Random Consistency and Its Application in Causal Inference
IJCAI 2024
A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective
JMLR 2021
GoT: a Growing Tree Model for Clustering Ensemble
AAAI 2021