Junchen Ye
4 papers · 2021–2026 · 2 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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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Architectures
(3)
Core Methods
(3)
Data Science & Analytics
(2)
Methods · Data Science & Analytics
(2)
Reinforcement Learning
(1)
Applications
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Methods · Reinforcement Learning
(1)
Techniques
(1)
Keywords
contrastive learning
(1)
link prediction
(1)
offline reinforcement learning
(1)
temporal dynamics
(1)
dynamic graph learning
(1)
self-supervised learning
(1)
temporal dependencies
(1)
missing data imputation
(1)
reward model
(1)
missing data
(1)
graph convolutional network
(1)
gated recurrent unit
(1)
time series representation
(1)
neural controlled differential equation
(1)
time series representation learning
(1)
adjacency matrix
(1)
group relative policy optimization
(1)
token mixing
(1)
hierarchical aggregation
(1)
learning path recommendation
(1)
Papers
Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction
AAAI 2026
UNO! UNified Offline Training Paradigm for Learning Path Recommendation
AAAI 2026
An NCDE-based Framework for Universal Representation Learning of Time Series
IJCAI 2024
Coupled Layer-wise Graph Convolution for Transportation Demand Prediction
AAAI 2021