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

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

Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem [Paper]
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 Demo Award

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] [Bibtex] [Technical 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] [Bibtex] [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] [Bibtex]
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