Zipei Fan
5 papers · 2016–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (8) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(15)
Conferences
AAAI (3)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
poi recommendation
(2)
graph neural network
(2)
trajectory prediction
(2)
graph representation
(1)
graph modeling
(1)
collision avoidance
(1)
node classification
(1)
long-tail distribution
(1)
human mobility prediction
(1)
point-of-interest prediction
(1)
auxiliary task
(1)
loss weighting
(1)
traffic forecasting
(1)
coordinate transformation
(1)
multi-agent system
(1)
spatial-temporal graph
(1)
mobility pattern
(1)
social interaction modeling
(1)
point of interest
(1)
multimodal motion
(1)
Papers
Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation
AAAI 2026
Taming the Long Tail in Human Mobility Prediction
NIPS 2024
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout
AAAI 2023
Multimodal Interaction-Aware Trajectory Prediction in Crowded Space
AAAI 2020
A Collaborative Filtering Approach to Citywide Human Mobility Completion from Sparse Call Records
IJCAI 2016