Wenqi Jiang

According to our database, Wenqi Jiang authored at least 19 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SwiftSpatial: Spatial Joins on Modern Hardware.

Wenqi Jiang, Oleh-Yevhen Khavrona, Martin Parvanov, Gustavo Alonso

Proc. ACM Manag. Data, June, 2025

Multi-Tenant SmartNICs for In-Network Preprocessing of Recommender Systems.

Yu Zhu, Wenqi Jiang, Gustavo Alonso

CoRR, January, 2025

PipeRAG: Fast Retrieval-Augmented Generation via Adaptive Pipeline Parallelism.

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

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving.

Wenqi Jiang, Suvinay Subramanian, Cat Graves, Gustavo Alonso, Amir Yazdanbakhsh, Vidushi Dadu

Proceedings of the 52nd Annual International Symposium on Computer Architecture, 2025

2024

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

Wenqi Jiang, Marco Zeller, Roger Waleffe, Torsten Hoefler, Gustavo Alonso

Proc. VLDB Endow., 2024

Efficient Tabular Data Preprocessing of ML Pipelines.

Yu Zhu, Wenqi Jiang, Gustavo Alonso

CoRR, 2024

Accelerating Graph-based Vector Search via Delayed-Synchronization Traversal.

Wenqi Jiang, Hang Hu, Torsten Hoefler, Gustavo Alonso

CoRR, 2024

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

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

CoRR, 2024

MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels.

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

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023

SwiftSpatial: Spatial Joins on Modern Hardware.

Wenqi Jiang, Martin Parvanov, Gustavo Alonso

CoRR, 2023

Data Processing with FPGAs on Modern Architectures.

Wenqi Jiang, Dario Korolija, Gustavo Alonso

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Co-design Hardware and Algorithm for Vector Search.

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

Proceedings of the International Conference for High Performance Computing, 2023

Data-Informed Geometric Space Selection.

Shuai Zhang, Wenqi Jiang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning.

Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li

IEEE Intell. Syst., 2022

2021

Switch Spaces: Learning Product Spaces with Sparse Gating.

Shuai Zhang, Yi Tay, Wenqi Jiang, Da-Cheng Juan, Ce Zhang

CoRR, 2021

MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions.

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

Proceedings of the Fourth Conference on Machine Learning and Systems, 2021

FleetRec: Large-Scale Recommendation Inference on Hybrid GPU-FPGA Clusters.

Wenqi Jiang, Zhenhao He, Shuai Zhang, Kai Zeng, Liang Feng, Jiansong Zhang, Tongxuan Liu, Yong Li, Jingren Zhou, Ce Zhang, Gustavo Alonso

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Distributed Recommendation Inference on FPGA Clusters.

Yu Zhu, Zhenhao He, Wenqi Jiang, Kai Zeng, Jingren Zhou, Gustavo Alonso

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020

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

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

CoRR, 2020