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Posts by Collection
portfolio
Short description of portfolio item number 2
publications
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
Under Review
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Preprint]
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
Under Review
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] [Extended Tech Report] [Website] [Code] [Talk] [Preprint]
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] [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
talks
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teaching
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