Search Results for author: Haodong Wen

Found 2 papers, 1 papers with code

Exploring the Robustness of In-Context Learning with Noisy Labels

1 code implementation28 Apr 2024 Chen Cheng, Xinzhi Yu, Haodong Wen, Jinsong Sun, Guanzhang Yue, Yihao Zhang, Zeming Wei

In this paper, inspired by prior research that studies ICL ability using simple function classes, we take a closer look at this problem by investigating the robustness of Transformers against noisy labels.

Data Augmentation In-Context Learning +1

Rethinking the Graph Polynomial Filter via Positive and Negative Coupling Analysis

no code implementations16 Apr 2024 Haodong Wen, Bodong Du, Ruixun Liu, Deyu Meng, Xiangyong Cao

Subsequently, PNCA is used to analyze the mainstream polynomial filters, and a novel simple basis that decouples the positive and negative activation and fully utilizes graph structure information is designed.

Node Classification

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