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20242026
most citedEnhancing Data Provenance and Model Transparency in Federated Learning Systems -- A Database Approach

4 citations · 7 across the 13 of their papers we have counts for

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cs.LG2024

Ares: Approximate Representations via Efficient Sparsification -- A Stateless Approach through Polynomial Homomorphism

Dongfang Zhao

The increasing prevalence of high-dimensional data demands efficient and scalable compression methods to support modern applications. However, existing techniques like PCA and Auto…

cs.LG2024★ 1 cited

Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment

Dongfang Zhao

Multimodal tasks, such as image-text retrieval and generation, require embedding data from diverse modalities into a shared representation space. Aligning embeddings from heterogen…