Junchen Ye
4 papers · 2021–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (13) π Academic Marathon (5)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
AAAI (3)
IJCAI (1)
Top co-authors
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 datum
(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
UNO! UNified Offline Training Paradigm for Learning Path Recommendation
AAAI 2026
Global-Lens Transformers: Adaptive Token Mixing for Dynamic Link Prediction
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