Nan Yin
15 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (82) 🌈 Renaissance Researcher (6)
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(14)
Deep Learning
(10)
Application Areas
(9)
Architectures
(8)
Learning Types · Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Core Methods
(4)
Learning Types · Deep Learning
(4)
Optimization & Theory
(4)
Computer Vision
(3)
Analysis
(3)
Natural Language Processing
(2)
Models
(2)
Resources & Methods
(2)
Keywords
graph neural network
(5)
large language model
(3)
contrastive learning
(2)
domain shift
(2)
unsupervised learning
(2)
transfer learning
(2)
graph domain adaptation
(2)
self-attention mechanism
(1)
multi-task learning
(1)
sequence modeling
(1)
knowledge transfer
(1)
graph representation learning
(1)
batch normalization
(1)
source-free domain adaptation
(1)
dynamic graph learning
(1)
person re-identification
(1)
graph classification
(1)
transformer
(1)
cross-modal learning
(1)
code generation
(1)
Papers
Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning
AAAI 2026
Scale-Net: A Hierarchical U-Net Framework for Cross-Scale Generalization in Multi-Task Vehicle Routing
AAAI 2026
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
ACL 2025
Coupling Category Alignment for Graph Domain Adaptation
IJCAI 2025
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting
AAAI 2025
ESBN: Estimation Shift of Batch Normalization for Source-free Universal Domain Adaptation
IJCAI 2025
Gaussian Mixture Model for Graph Domain Adaptation
IJCAI 2025
GraphCL: Graph-based Clustering for Semi-Supervised Medical Image Segmentation
ICML 2025
Nested-Refinement Metamorphosis: Reflective Evolution for Efficient Optimization of Networking Problems
ACL 2025
Relieving Universal Label Noise for Unsupervised Visible-Infrared Person Re-Identification by Inferring from Neighbors
AAAI 2025
Unified Molecule-Text Language Model with Discrete Token Representation
IJCAI 2025
DREAM: Dual Structured Exploration with Mixup for Open-set Graph Domain Adaption
ICLR 2024
Dynamic Spiking Graph Neural Networks
AAAI 2024
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts
ICML 2024
CoCo: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification
ICML 2023