Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing Y Song, C Zhou, X Wang, Z Lin ICLR 2023 (11th International Conference on Learning Representations), 2023 | 69 | 2023 |
GeoGalactica: A Scientific Large Language Model in Geoscience Z Lin, C Deng, L Zhou, T Zhang, Y Xu, Y Xu, Z He, Y Shi, B Dai, Y Song, ... arXiv preprint arXiv:2401.00434, 2023 | 31 | 2023 |
Tailoring Self-Attention for Graph via Rooted Subtrees S Huang, Y Song, J Zhou, Z Lin NeurIPS 2023 (37th Conference on Neural Information Processing Systems), 2023 | 7 | 2023 |
Graph Parsing Networks Y Song, S Huang, X Wang, C Zhou, Z Lin ICLR 2024 (12th International Conference on Learning Representations), 2024 | 4 | 2024 |
Unlock the Power of Frozen LLMs in Knowledge Graph Completion B Xue, Y Xu, Y Song, Y Pang, Y Ren, J Ding, L Fu, X Wang arXiv preprint arXiv:2408.06787, 2024 | 1 | 2024 |
Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention S Huang, Y Song, J Zhou, Z Lin NeurIPS 2024 Spotlight (38th Conference on Neural Information Processing …, 2024 | | 2024 |
Breaking the Bottleneck on Graphs with Structured State Spaces Y Song, S Huang, J Cai, X Wang, C Zhou, Z Lin CIKM 2024 (33rd ACM International Conference on Information and Knowledge …, 2024 | | 2024 |