Dong He

According to our database, Dong He authored at least 17 papers between 2018 and 2025.

Collaborative distances:

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

2025

MaskSearch: Querying Image Masks at Scale.

Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

Data Systems for Explainable AI and Incorporating AI Infrastructure into Data Systems

Dong He

PhD thesis, 2024

Task Me Anything.

Jieyu Zhang, Weikai Huang, Zixian Ma, Oscar Michel, Dong He, Tanmay Gupta, Wei-Chiu Ma, Ali Farhadi, Aniruddha Kembhavi, Ranjay Krishna

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions.

Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska

Proc. VLDB Endow., 2023

EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions.

Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska

Proc. VLDB Endow., 2023

VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building.

Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska

Proc. VLDB Endow., 2023

EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report].

Enhao Zhang, Maureen Daum, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna

CoRR, 2023

2022

Query Processing on Tensor Computation Runtimes.

Dong He, Supun Chathuranga Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi

Proc. VLDB Endow., 2022

Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem.

Yuki Asada, Victor Fu, Apurva Gandhi, Advitya Gemawat, Lihao Zhang, Dong He, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi

CoRR, 2022

VOCAL: Video Organization and Interactive Compositional AnaLytics.

Maureen Daum, Enhao Zhang, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021

DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation.

Dong He, Maureen Daum, Walter Cai, Magdalena Balazinska

Proc. VLDB Endow., 2021

DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation [Technical Report].

Dong He, Maureen Daum, Magdalena Balazinska

CoRR, 2021

VSS: A Storage System for Video Analytics [Technical Report].

Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze

CoRR, 2021

VSS: A Storage System for Video Analytics.

Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

TASM: A Tile-Based Storage Manager for Video Analytics.

Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

TASM: A Tile-Based Storage Manager for Video Analytics.

Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung

CoRR, 2020

2018

Accelerating Mobile Applications at the Network Edge with Software-Programmable FPGAs.

Shuang Jiang, Dong He, Chenxi Yang, Chenren Xu, Guojie Luo, Yang Chen, Yunlu Liu, Jiangwei Jiang

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018