Search Results for author: Yujie Luo

Found 3 papers, 1 papers with code

Boosting X-formers with Structured Matrix for Long Sequence Time Series Forecasting

no code implementations21 May 2024 Zhicheng Zhang, Yong Wang, Shaoqi Tan, Bowei Xia, Yujie Luo

We further establish the equivalence of the Surrogate Attention Block to the self-attention mechanism in terms of both expressiveness and trainability.

Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly

no code implementations15 May 2024 Yijun Bian, Yujie Luo

Providing various machine learning (ML) applications in the real world, concerns about discrimination hidden in ML models are growing, particularly in high-stakes domains.

Fairness valid

AUTOACT: Automatic Agent Learning from Scratch via Self-Planning

1 code implementation10 Jan 2024 Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, Chengfei Lv, Huajun Chen

Further analysis demonstrates the effectiveness of the division-of-labor strategy, with the trajectory quality generated by AutoAct significantly outperforming that of others.

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