Wenqi Jiang

26 papers A* 3A 1B 1Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal.
Proc. VLDB Endow.
Wenqi Jiang, Hang Hu, Torsten Hoefler, Gustavo Alonso
2025 J jnl
Multi-Tenant SmartNICs for In-Network Preprocessing of Recommender Systems.
CoRR
Yu Zhu, Wenqi Jiang, Gustavo Alonso
2025 — conf
PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism.
KDD (1)
Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska
2025 A* conf
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving.
ISCA
Wenqi Jiang, Suvinay Subramanian, Cat Graves, Gustavo Alonso, Amir Yazdanbakhsh, Vidushi Dadu
2025 J jnl
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving.
CoRR
Wenqi Jiang, Suvinay Subramanian, Cat Graves, Gustavo Alonso, Amir Yazdanbakhsh, Vidushi Dadu
2025 J jnl
SwiftSpatial: Spatial Joins on Modern Hardware.
Proc. ACM Manag. Data
Wenqi Jiang, Oleh-Yevhen Khavrona, Martin Parvanov, Gustavo Alonso
2024 J jnl
Accelerating Graph-based Vector Search via Delayed-Synchronization Traversal.
CoRR
Wenqi Jiang, Hang Hu, Torsten Hoefler, Gustavo Alonso
2024 J jnl
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models.
Proc. VLDB Endow.
Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso
2024 J jnl
Efficient Tabular Data Preprocessing of ML Pipelines.
CoRR
Yu Zhu, Wenqi Jiang, Gustavo Alonso
2024 — conf
MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
WWW (Companion Volume)
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels.
CoRR
Qi Chen, Xiubo Geng, Corby Rosset, Carolyn Buractaon, Jingwen Lu, Tao Shen, Kun Zhou, Chenyan Xiong, Yeyun Gong, Paul N. Bennett, Nick Craswell, Xing Xie, Fan Yang, Bryan Tower, Nikhil Rao, Anlei Dong, Wenqi Jiang, Zheng Liu, Mingqin Li, Chuanjie Liu, Zengzhong Li, Rangan Majumder, Jennifer Neville, Andy Oakley, Knut Magne Risvik, Harsha Vardhan Simhadri, Manik Varma, Yujing Wang, Linjun Yang, Mao Yang, Ce Zhang
2024 J jnl
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design.
CoRR
Wenqi Jiang, Shuai Zhang, Boran Han, Jie Wang, Bernie Wang, Tim Kraska
2023 J jnl
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models.
CoRR
Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso
2023 A conf
Co-design Hardware and Algorithm for Vector Search.
SC
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso
2023 J jnl
Co-design Hardware and Algorithm for Vector Search.
CoRR
Wenqi Jiang, Shigang Li, Yu Zhu, Johannes de Fine Licht, Zhenhao He, Runbin Shi, Cédric Renggli, Shuai Zhang, Theodoros Rekatsinas, Torsten Hoefler, Gustavo Alonso
2023 — conf
Data Processing with FPGAs on Modern Architectures.
SIGMOD Conference Companion
Wenqi Jiang, Dario Korolija, Gustavo Alonso
2023 J jnl
Data Processing with FPGAs on Modern Architectures.
CoRR
Wenqi Jiang, Dario Korolija, Gustavo Alonso
2023 A* conf
Data-Informed Geometric Space Selection.
NeurIPS
Shuai Zhang, Wenqi Jiang
2023 J jnl
SwiftSpatial: Spatial Joins on Modern Hardware.
CoRR
Wenqi Jiang, Martin Parvanov, Gustavo Alonso
2022 J jnl
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning.
IEEE Intell. Syst.
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li
2021 B conf
Distributed Recommendation Inference on FPGA Clusters.
FPL
Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso
2021 A* conf
FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters.
KDD
Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso
2021 — conf
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions.
MLSys
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
2021 J jnl
Switch Spaces: Learning Product Spaces with Sparse Gating.
CoRR
Shuai Zhang, Yi Tay, Wenqi Jiang, Da-Cheng Juan, Ce Zhang
2020 J jnl
Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning.
CoRR
Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li
2020 J jnl
MicroRec: Accelerating Deep Recommendation Systems to Microseconds by Hardware and Data Structure Solutions.
CoRR
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