Paper-Conference

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

Foundation models, such as Large Language Models (LLMs) or Large Vision Models (LVMs), have emerged as one of the most powerful tools …

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

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

Large language models (LLMs) can solve an increasing number of complex reasoning tasks while making surprising mistakes in basic …

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

On the Completeness of Invariant Geometric Deep Learning Models

Invariant models, one important class of geometric deep learning models, are capable of generating meaningful geometric representations …

Z. Li, X. Wang, S. Kang, M. Zhang

VACT: A Video Automatic Causal Testing System and a Benchmark

With the rapid advancement of text-conditioned Video Generation Models (VGMs), the quality of generated videos has significantly …

H. Yang, Q. Zheng, Y. Gao, Y. Yang, Y. He, Z. Lin, M. Zhang