Search Results for author: Xiaohan Zhao

Found 4 papers, 0 papers with code

More than Correlation: Do Large Language Models Learn Causal Representations of Space?

no code implementations26 Dec 2023 Yida Chen, Yixian Gan, Sijia Li, Li Yao, Xiaohan Zhao

Recent work found high mutual information between the learned representations of large language models (LLMs) and the geospatial property of its input, hinting an emergent internal model of space.

Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning

no code implementations14 Nov 2022 Yi Liu, Song Guo, Jie Zhang, Qihua Zhou, Yingchun Wang, Xiaohan Zhao

We prove that FedFoA is a model-agnostic training framework and can be easily compatible with state-of-the-art unsupervised FL methods.

Feature Correlation Federated Learning +4

GAGA: Deciphering Age-path of Generalized Self-paced Regularizer

no code implementations15 Sep 2022 Xingyu Qu, Diyang Li, Xiaohan Zhao, Bin Gu

The SPL regime involves a self-paced regularizer and a gradually increasing age parameter, which plays a key role in SPL but where to optimally terminate this process is still non-trivial to determine.

Computational Efficiency

EPIHC: Improving Enhancer-Promoter Interaction Prediction by using Hybrid features and Communicative learning

no code implementations31 Dec 2020 Shuai Liu, Xinran Xu, Zhihao Yang, Xiaohan Zhao, Wen Zhang

The computational experiments show that EPIHC outperforms the existing state-of-the-art EPI prediction methods on the benchmark datasets and chromosome-split datasets, and the study reveal that the communicative learning module can bring explicit information about EPIs, which is ignore by CNN.

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