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Wenqi Jiang

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PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design

Mar 08, 2024
Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska

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Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models

Oct 15, 2023
Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso

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Co-design Hardware and Algorithm for Vector Search

Jul 06, 2023
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cedric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso

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Switch Spaces: Learning Product Spaces with Sparse Gating

Feb 17, 2021
Shuai Zhang, Yi Tay, Wenqi Jiang, Da-cheng Juan, Ce Zhang

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MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions

Oct 12, 2020
Wenqi Jiang, Zhenhao He, Shuai Zhang, Thomas B. Preußer, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso

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Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning

Mar 21, 2020
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li

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