MM-Path: Multi-modal, Multi-granularity Path Representation Learning – Extended Versionby Ronghui Xu, Hanyin Cheng, Chenjuan Guo,…
Perturbation Ontology based Graph Attention Networksby Yichen Wang, Jie Wang, Fulin Wang, Xiang Li, Hao…
Machine Learning for the Digital Typhoon Dataset: Extensions to Multiple Basins and New Developments in…
Conditional Distribution Learning on Graphsby Jie Chen, Hua Mao, Yuanbiao Gou, Zhu Wang, Xi PengFirst…
RED: Effective Trajectory Representation Learning with Comprehensive Informationby Silin Zhou, Shuo Shang, Lisi Chen, Christian…
Context-Aware Multimodal Pretrainingby Karsten Roth, Zeynep Akata, Dima Damen, Ivana Balažević, Olivier J. HénaffFirst submitted…
Grid and Road Expressions Are Complementary for Trajectory Representation Learningby Silin Zhou, Shuo Shang, Lisi…
Boundless Across Domains: A New Paradigm of Adaptive Feature and Cross-Attention for Domain Generalization in…
HyReaL: Clustering Attributed Graph via Hyper-Complex Space Representation Learningby Junyang Chen, Yang Lu, Mengke Li,…
Multiset Transformer: Advancing Representation Learning in Persistence Diagramsby Minghua Wang, Ziyun Huang, Jinhui XuFirst submitted…