Search Results for author: Zhiyuan Lu

Found 3 papers, 1 papers with code

Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics

1 code implementation19 Feb 2024 Siqi Miao, Zhiyuan Lu, Mia Liu, Javier Duarte, Pan Li

Our findings highlight the superiority of using locality-sensitive hashing (LSH), especially OR \& AND-construction LSH, in kernel approximation for large-scale point cloud data with local inductive bias.

Inductive Bias

Towards Graph Foundation Models: A Survey and Beyond

no code implementations18 Oct 2023 Jiawei Liu, Cheng Yang, Zhiyuan Lu, Junze Chen, Yibo Li, Mengmei Zhang, Ting Bai, Yuan Fang, Lichao Sun, Philip S. Yu, Chuan Shi

Foundation models have emerged as critical components in a variety of artificial intelligence applications, and showcase significant success in natural language processing and several other domains.

Graph Learning

Data-centric Graph Learning: A Survey

no code implementations8 Oct 2023 Yuxin Guo, Deyu Bo, Cheng Yang, Zhiyuan Lu, Zhongjian Zhang, Jixi Liu, Yufei Peng, Chuan Shi

Recently, instead of designing more complex neural architectures as model-centric approaches, the attention of AI community has shifted to data-centric ones, which focuses on better processing data to strengthen the ability of neural models.

Graph Learning

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