1 code implementation • 11 Feb 2024 • Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi
Large language models (LLMs) like ChatGPT, exhibit powerful zero-shot and instruction-following capabilities, have catalyzed a revolutionary transformation across diverse fields, especially for open-ended tasks.
1 code implementation • 23 Jan 2024 • Yanhu Mo, Xiao Wang, Shaohua Fan, Chuan Shi
How can we fix it and encourage the current GCL to learn better invariant representations?
1 code implementation • 28 Sep 2022 • Shaohua Fan, Xiao Wang, Yanhu Mo, Chuan Shi, Jian Tang
However, by presenting a graph classification investigation on the training graphs with severe bias, surprisingly, we discover that GNNs always tend to explore the spurious correlations to make decision, even if the causal correlation always exists.