Think out of the bricks! 🤪

Publications

Rethinking Time Encoding via Learnable Transformation Functions. ICML’25 [For more detail]
DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models. IEEE/CAA JAS [For more detail]
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models. arXiv [For more detail]
DTFormer: A Transformer-Based Method for Discrete-Time Dynamic Graph Representation Learning. CIKM’24 [For more detail]
ST-ECP: A Novel Spatial-Temporal Framework for Energy Consumption Prediction of Vehicle Trajectory. CIKM’24 [For more detail]
Towards Adaptive Neighborhood for Advancing Temporal Interaction Graph Modeling. KDD’24 [For more detail]
Prompt learning on temporal interaction graphs. arXiv [For more detail]
SPEED: Streaming Partition and Parallel Acceleration for Temporal Interaction Graph Embedding. arXiv [For more detail]
ReCo: A Dataset for Residential Community Layout Planning. ACM MM’23 (Oral) [For more detail]
RDGSL: Dynamic Graph Representation Learning with Structure Learning. CIKM’23 (Oral) [For more detail]