Paper-Conference

CLOVER: Cross-Layer Orthogonal Vectors Pruning and Fine-Tuning

A novel approach for efficient model compression through cross-layer orthogonal vectors pruning and fine-tuning.

F. Meng, P. Tang, F. Jiang,

Geometric Representation Condition Improves Equivariant Molecule Generation

Geometric representation conditions for improved equivariant molecule generation with spotlight presentation at ICML-25.

Z. Li, C. Zhou, X. Wang, X. Peng,

Griffin: Towards a Graph-Centric Relational Database Foundation Model

A graph-centric foundation model for relational databases using graph neural networks.

Y. Wang, X. Wang, Q. Gan, M. Wang, Q. Yang, D. Wipf,

GOFA: A Generative One-For-All Model for Joint Graph Language Modeling

A unified generative model for joint graph language modeling accepted at ICLR-25.

L. Kong, J. Feng, H. Liu, C. Huang, J. Huang, Y. Chen,

Number Cookbook: Number Understanding of Language Models and How to Improve It

Comprehensive study and improvement methods for number understanding in language models.

H. Yang, Y. Hu, S. Kang, Z. Lin,

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An example conference paper