Guiyuan Jiang
6 papers · 2021–2026 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (18) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (3)
IJCAI (3)
Top co-authors
Keywords
representation learning
(3)
graph neural network
(2)
matrix factorization
(1)
dynamic graph learning
(1)
relationship inference
(1)
graph structure
(1)
spatio-temporal modeling
(1)
time series
(1)
mutual information
(1)
time series forecasting
(1)
trajectory analysis
(1)
graph attention network
(1)
spatiotemporal dynamics
(1)
multivariate time series forecasting
(1)
spatio-temporal datum
(1)
multi-relational graph
(1)
traffic forecasting
(1)
traffic prediction
(1)
human mobility
(1)
encoder-decoder network
(1)
Papers
TrajAgg: Dual-Scale Feature Aggregation with Hybrid Training for Trajectory Similarity Computation in Free Space
AAAI 2026
Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting
AAAI 2025
Scalable Trajectory-User Linking with Dual-Stream Representation Networks
AAAI 2025
DGraFormer: Dynamic Graph Learning Guided Multi-Scale Transformer for Multivariate Time Series Forecasting
IJCAI 2025
Multi-Relational Graph Attention Network for Social Relationship Inference from Human Mobility Data
IJCAI 2024
Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach
IJCAI 2021