81 citations · 94 across the 4 of their papers we have counts for
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cs.LG2023
Co-design Hardware and Algorithm for Vector Search
Wenqi Jiang, Shigang Li, Yu Zhu +8
Vector search has emerged as the foundation for large-scale information retrieval and machine learning systems, with search engines like Google and Bing processing tens of thousand…
cs.LG2021★ 2 cited
Switch Spaces: Learning Product Spaces with Sparse Gating
Shuai Zhang, Yi Tay, Wenqi Jiang +2
Learning embedding spaces of suitable geometry is critical for representation learning. In order for learned representations to be effective and efficient, it is ideal that the geo…
cs.LG2020★ 81 cited
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning
Shaoxiong Ji, Wenqi Jiang, Anwar Walid +1
Federated learning (FL) is a novel machine learning setting that enables on-device intelligence via decentralized training and federated optimization. Deep neural networks' rapid d…