Zhongying Zhao
11 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🌍 Conference Polyglot · Bronze ⭐ Rising Star (11) 🗃️ Keyword Collector (52)
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The Questioner
(2)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(10)
Machine Learning
(10)
Architectures
(10)
Core Methods
(8)
Learning Types · Machine Learning
(4)
Application Areas
(3)
Learning Types · Deep Learning
(3)
Models
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Keywords
graph neural network
(6)
sequential recommendation
(3)
node classification
(3)
dynamic graph
(2)
self-supervised learning
(2)
uncertainty quantification
(1)
curriculum learning
(1)
temporal modeling
(1)
data augmentation
(1)
knowledge distillation
(1)
image denoising
(1)
class imbalance
(1)
euclidean space
(1)
message passing
(1)
hypergraph learning
(1)
graph transformer
(1)
diffusion model
(1)
graph representation learning
(1)
generative model
(1)
graph structure learning
(1)
Papers
Can Pseudo-Label Be More Reliable? A Simple yet Effective Topology-Aware Graph Self-Training Method
AAAI 2026
DARLING: Dual Hypergraph-Enhanced Curriculum-Guided Graph Structure Learning for Node Classification
AAAI 2026
FreqTAD: Multi-scale Frequency Encoding and Time-Frequency Attention for Anomaly Detection in Dynamic Graphs
AAAI 2026
Multiplex Heterogeneous Graph Neural Networks with Euclidean-Riemannian Mutual Space Synergy
AAAI 2026
S²HyRec: Self-Supervised Hypergraph Sequential Recommendation
AAAI 2026
CoLA-Former: Graph Transformer Using Communal Linear Attention for Lightweight Sequential Recommendation
IJCAI 2025
Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs
IJCAI 2025
Lightweight Yet Fine-Grained: A Graph Capsule Convolutional Network with Subspace Alignment for Shared-Account Sequential Recommendation
AAAI 2025
MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking
IJCAI 2025
Teacher-guided Edge Discriminator for Personalized Graph Masked Autoencoder
AAAI 2025
Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution
CVPR 2025