WJ
Wenqi Jiang
cs.ARcs.LGcs.DBcs.DCcs.IRcs.AIcs.CLcs.ROcs.PF
On Valency
published · living versionsW_ut3cd6v2·v1 · currentpublished
VLA-HWBench: Where the Time Goes When VLA Models Run on Edge Hardware
with Borui Xu, Hongshi Tan, Bingsheng He, Ming Wu +2
1 version
Preprints & journals
16 papers in the corpus · 2020–2026ROSA: A Robotics Foundation Model Serving System for Robot Factories2607.01088v1 · Wenqi Jiang, Jason Clemons, Rowland O'Flaherty et al.2026 · 0 citationsarXiv
How Fast Can I Run My VLA? Demystifying VLA Inference Performance with VLA-Perf2602.18397v1 · Wenqi Jiang, Jason Clemons, Karu Sankaralingam et al.2026 · 1 citationarXiv
Vector-Centric Machine Learning Systems: A Cross-Stack Approach2508.08469v1 · Wenqi Jiang2025 · 0 citationsarXiv
HEXGEN-FLOW: Optimizing LLM Inference Request Scheduling for Agentic Text-to-SQL2505.05286v3 · You Peng, Youhe Jiang, Wenqi Jiang et al.2025 · 0 citationsarXiv
RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving2503.14649v2 · Wenqi Jiang, Suvinay Subramanian, Cat Graves et al.2025 · 17 citationsarXiv
Accelerating Recommender Model ETL with a Streaming FPGA-GPU Dataflow2501.12032v3 · Yu Zhu, Wenqi Jiang, Piyumi Jasin Pathiranage et al.2025 · 0 citationsarXiv
Efficient Tabular Data Preprocessing of ML Pipelines2409.14912v1 · Yu Zhu, Wenqi Jiang, Gustavo Alonso2024 · 1 citationarXiv
Fast Graph Vector Search via Hardware Acceleration and Delayed-Synchronization Traversal2406.12385v2 · Wenqi Jiang, Hang Hu, Torsten Hoefler et al.2024 · 7 citationsProceedings of the VLDB Endowment Volume 18, 2025
MS MARCO Web Search: a Large-scale Information-rich Web Dataset with Millions of Real Click Labels2405.07526v1 · Qi Chen, Xiubo Geng, Corby Rosset et al.2024 · 12 citationsarXiv
PipeRAG: Fast Retrieval-Augmented Generation via Algorithm-System Co-design2403.05676v1 · Wenqi Jiang, Shuai Zhang, Boran Han et al.2024 · 3 citationsarXiv
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models2310.09949v4 · Wenqi Jiang, Marco Zeller, Roger Waleffe et al.2023 · 17 citationsarXiv
SwiftSpatial: Spatial Joins on Modern Hardware2309.16520v2 · Wenqi Jiang, Oleh-Yevhen Khavrona, Martin Parvanov et al.2023 · 3 citationsarXiv
Co-design Hardware and Algorithm for Vector Search2306.11182v3 · Wenqi Jiang, Shigang Li, Yu Zhu et al.2023 · 21 citationsarXiv
Data Processing with FPGAs on Modern Architectures2304.03044v3 · Wenqi Jiang, Dario Korolija, Gustavo Alonso2023 · 6 citationsarXiv
Switch Spaces: Learning Product Spaces with Sparse Gating2102.08688v2 · Shuai Zhang, Yi Tay, Wenqi Jiang et al.2021 · 2 citationsarXiv
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions2010.05894v2 · Wenqi Jiang, Zhenhao He, Shuai Zhang et al.2020 · 21 citationsarXiv
Career total: 31 works. 16 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.