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MaskSearch: Querying Image Masks at Scale [Preprint]
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska
Under Review

VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building [Preprint]
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2024 (to appear)

EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Paper] [DOI] [Technical Report]
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2023

EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions [Paper] [DOI] [Demo of EQUI-VOCAL]
Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
VLDB 2023 Demo Track

Query Processing on Tensor Computation Runtimes [Paper] [DOI] [VLDB Talk] [Keynote by Azure CTO] [MarkTechPost]
Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi
VLDB 2022

Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem [Paper] [DOI] [Demo of Query Processing on Tensor Computation Runtimes]
Yuki Asada^*, Victor Fu^*, Apurva Gandhi^*, Advitya Gemawat^*, Lihao Zhang^*, Dong He, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi
VLDB 2022 Demo Track Best Demonstration Award

DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation [Paper] [DOI] [Extended Tech Report] [Website] [Code] [Talk] [Preprint]
Dong He, Maureen Daum, Walter Cai, Magdalena Balazinska
VLDB 2022

VOCAL: Video Organization and Interactive Compositional AnaLytics [Paper] [Website] [Talk]
Maureen Daum^*, Enhao Zhang^*, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing
CIDR 2022

VSS: A Storage System for Video Analytics [Paper] [DOI] [Tech Report] [Website] [Code] [Talk]
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
SIGMOD 2021

TASM: A Tile-Based Storage Manager for Video Analytics [Paper] [DOI] [Preprint] [Website] [Code] [Talk]
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska
ICDE 2021

Accelerating Mobile Applications at the Network Edge with Software-Programmable FPGAs [Paper] [DOI]
Shuang Jiang, Dong He, Chenxi Yang, Chenren Xu, Guojie Luo, Yang Chen, Yunlu Liu, Jiangwei Jiang
INFOCOM 2018

Incorporating Location Based Social Networks in the Prediction of Real-Time Taxi Demand with Deep Learning [Poster]
Dong He, Yang Chen
CoNEXT 2018, Poster Session

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