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Education and qualifications (1)

South China University of Technology: Guangzhou, Guangdong, CN

2021-09-01 to 2025-07-01 | Bachelor (School of Future Technology)
Education
Source: Self-asserted source
Di Fang

Works (5)

Online Analytic Exemplar-Free Continual Learning With Large Models for Imbalanced Autonomous Driving Task

IEEE Transactions on Vehicular Technology
2025-02 | Journal article
Contributors: Huiping Zhuang; Di Fang; Kai Tong; Yuchen Liu; Ziqian Zeng; Xu Zhou; Cen Chen
Source: check_circle
Crossref

GACL: Exemplar-Free Generalized Analytic Continual Learning

Advances in Neural Information Processing Systems
2024-12 | Conference paper
Contributors: Zhuang, Huiping; Chen, Yizhu; Fang, Di; He, Run; Tong, Kai; Wei, Hongxin; Zeng, Ziqian; Chen, Cen
Source: Self-asserted source
Di Fang

AIR: Analytic Imbalance Rectifier for Continual Learning

2024-08-19 | Preprint
Contributors: Di Fang; Yinan Zhu; Runze Fang; Cen Chen; Ziqian Zeng; Huiping Zhuang
Source: Self-asserted source
Di Fang

Analytic Federated Learning

2024-05-25 | Preprint
Contributors: Huiping Zhuang; Run He; Kai Tong; Di Fang; Han Sun; Haoran Li; Tianyi Chen; Ziqian Zeng
Source: Self-asserted source
Di Fang

REAL: Representation Enhanced Analytic Learning for Exemplar-free Class-incremental Learning

arXiv
2024-03-20 | Preprint
Contributors: Run He; Huiping Zhuang; Di Fang; Yizhu Chen; Kai Tong; Cen Chen
Source: Self-asserted source
Di Fang