Network self attention for forecasting time series Y Hu, F Xiao Applied Soft Computing 124, 109092, 2022 | 31 | 2022 |
A novel method for forecasting time series based on directed visibility graph and improved random walk Y Hu, F Xiao Physica A: Statistical Mechanics and its Applications 594, 127029, 2022 | 23 | 2022 |
Beyond Text: A Deep Dive into Large Language Models' Ability on Understanding Graph Data Y Hu, Z Zhang, L Zhao NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023 | 13 | 2023 |
An efficient forecasting method for time series based on visibility graph and multi-subgraph similarity Y Hu, F Xiao Chaos, Solitons & Fractals 160, 112243, 2022 | 13 | 2022 |
Time-Series Forecasting Based on Fuzzy Cognitive Visibility Graph and Weighted Multisubgraph Similarity Y Hu, F Xiao IEEE Transactions on Fuzzy Systems 31 (4), 1281-1293, 2022 | 11 | 2022 |
Distilling large language models for text-attributed graph learning B Pan, Z Zhang, Y Zhang, Y Hu, L Zhao arXiv preprint arXiv:2402.12022, 2024 | 2 | 2024 |
Link Prediction on Textual Edge Graphs C Ling, Z Li, Y Hu, Z Zhang, Z Liu, S Zheng, L Zhao arXiv preprint arXiv:2405.16606, 2024 | 1 | 2024 |
ELAD: Explanation-Guided Large Language Models Active Distillation Y Zhang, B Pan, C Ling, Y Hu, L Zhao ACL 2024, 2024 | 1 | 2024 |
PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph D Yu, Y Hu, Y Li, L Zhao KDD 2024, 2024 | | 2024 |
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs Z Li, Z Gou, X Zhang, Z Liu, S Li, Y Hu, C Ling, Z Zhang, L Zhao arXiv preprint arXiv:2406.10310, 2024 | | 2024 |
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations Z Zhang, Y Hu, B Pan, C Ling, L Zhao arXiv preprint arXiv:2405.16800, 2024 | | 2024 |
GRAG: Graph Retrieval-Augmented Generation Y Hu, Z Lei, Z Zhang, B Pan, C Ling, L Zhao arXiv preprint arXiv:2405.16506, 2024 | | 2024 |