Yuchen Fang
10 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29)
💎
Century Club · Bronze
🌈
Renaissance Researcher
(6)
🗃️
Keyword Collector
(60)
Venues
Top co-authors
Research topics
Deep Learning
(9)
Machine Learning
(8)
Architectures
(7)
Artificial Intelligence
(5)
Application Areas
(5)
Optimization & Theory
(4)
Core Methods
(3)
Learning Paradigms
(3)
Learning Types · Deep Learning
(3)
Data Science & Analytics
(2)
Mathematics & Optimization
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Models
(2)
Optimization
(2)
Keywords
graph neural network
(3)
retrieval-augmented generation
(2)
link prediction
(1)
graph classification
(1)
attention mechanism
(1)
graph representation learning
(1)
time series
(1)
graph transformer
(1)
laplacian matrix
(1)
sequential decision
(1)
time series modeling
(1)
resource management
(1)
algorithmic trading
(1)
multivariate time series
(1)
neural ordinary differential equation
(1)
constrained optimization
(1)
dynamic graph
(1)
node classification
(1)
hallucination mitigation
(1)
risk management
(1)
Papers
Adaptive Frequency Pathways for Spatiotemporal Forecasting
AAAI 2026
Task-Aware Retrieval Augmentation for Dynamic Recommendation
AAAI 2026
Efficient Graph Continual Learning via Lightweight Graph Neural Tangent Kernels-based Dataset Distillation
ICML 2025
TC–RAG: Turing–Complete RAG’s Case study on Medical LLM Systems
ACL 2025
Time Series Supplier Allocation via Deep Black-Litterman Model
AAAI 2025
RAGraph: A General Retrieval-Augmented Graph Learning Framework
NeurIPS 2024
Constrained Market Share Maximization by Signal-Guided Optimization
AAAI 2023
ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling
NeurIPS 2023
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling
AAAI 2023
Universal Trading for Order Execution with Oracle Policy Distillation
AAAI 2021