Ya Wang
8 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (24) π Conference Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Natural Language Processing
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Keywords
transformer architecture
(2)
contrastive learning
(1)
scaling law
(1)
feature learning
(1)
multimodal learning
(1)
multi-label classification
(1)
code generation
(1)
tokenization
(1)
visual reasoning
(1)
community detection
(1)
instruction tuning
(1)
label embedding
(1)
node popularity
(1)
probabilistic model
(1)
benchmark evaluation
(1)
vision-language model
(1)
approximation theory
(1)
activation function
(1)
image-text retrieval
(1)
representation learning
(1)
Papers
Two-way Node Popularity Model for Directed and Bipartite Networks
JMLR 2026
Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling
ICML 2025
Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models
ICLR 2025
Turning the Tide: Repository-based Code Reflection
EMNLP 2025
Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models
IJCAI 2025
Cycle-consistent Learning for Fetal Cortical Surface Reconstruction
MICCAI 2024
An Anchor-based Relative Position Embedding Method for Cross-Modal Tasks
EMNLP 2022
Multi-Label Classification with Label Graph Superimposing
AAAI 2020