Dong He

24 papers A* 4A 1Journal 17Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
CENTS: A Flexible and Cost-Effective Framework for LLM-Based Table Understanding.
Proc. VLDB Endow.
Guorui Xiao, Dong He, Jin Wang, Magdalena Balazinska
2025 A* conf
MaskSearch: Querying Image Masks at Scale.
ICDE
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska
2024 — —
Data Systems for Explainable AI and Incorporating AI Infrastructure into Data Systems
Dong He
2024 J jnl
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows.
CoRR
Lindsey Linxi Wei, Chung Yik Edward Yeung, Hongjian Yu, Jingchuan Zhou, Dong He, Magdalena Balazinska
2024 J jnl
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows.
Proc. VLDB Endow.
Lindsey Linxi Wei, Chung Yik Edward Yeung, Hongjian Yu, Jingchuan Zhou, Dong He, Magdalena Balazinska
2024 A* conf
Task Me Anything.
NeurIPS
Jieyu Zhang, Weikai Huang, Zixian Ma, Oscar Michel, Dong He, Tanmay Gupta, Wei-Chiu Ma, Ali Farhadi, Aniruddha Kembhavi, Ranjay Krishna
2024 J jnl
Task Me Anything.
CoRR
Jieyu Zhang, Weikai Huang, Zixian Ma, Oscar Michel, Dong He, Tanmay Gupta, Wei-Chiu Ma, Ali Farhadi, Aniruddha Kembhavi, Ranjay Krishna
2023 J jnl
EQUI-VOCAL Demonstration: Synthesizing Video Queries from User Interactions.
Proc. VLDB Endow.
Enhao Zhang, Maureen Daum, Dong He, Manasi Ganti, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions [Technical Report].
CoRR
Enhao Zhang, Maureen Daum, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna
2023 J jnl
EQUI-VOCAL: Synthesizing Queries for Compositional Video Events from Limited User Interactions.
Proc. VLDB Endow.
Enhao Zhang, Maureen Daum, Dong He, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
MaskSearch: Querying Image Masks at Scale.
CoRR
Dong He, Jieyu Zhang, Maureen Daum, Alexander Ratner, Magdalena Balazinska
2023 J jnl
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building.
CoRR
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2023 J jnl
VOCALExplore: Pay-as-You-Go Video Data Exploration and Model Building.
Proc. VLDB Endow.
Maureen Daum, Enhao Zhang, Dong He, Stephen Mussmann, Brandon Haynes, Ranjay Krishna, Magdalena Balazinska
2022 J jnl
Query Processing on Tensor Computation Runtimes.
CoRR
Dong He, Supun Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi
2022 J jnl
Query Processing on Tensor Computation Runtimes.
Proc. VLDB Endow.
Dong He, Supun Chathuranga Nakandala, Dalitso Banda, Rathijit Sen, Karla Saur, Kwanghyun Park, Carlo Curino, Jesús Camacho-Rodríguez, Konstantinos Karanasos, Matteo Interlandi
2022 J jnl
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem.
CoRR
Yuki Asada, Victor Fu, Apurva Gandhi, Advitya Gemawat, Lihao Zhang, Dong He, Vivek Gupta, Ehi Nosakhare, Dalitso Banda, Rathijit Sen, Matteo Interlandi
2022 A conf
VOCAL: Video Organization and Interactive Compositional AnaLytics.
CIDR
Maureen Daum, Enhao Zhang, Dong He, Magdalena Balazinska, Brandon Haynes, Ranjay Krishna, Apryle Craig, Aaron Wirsing
2021 J jnl
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation [Technical Report].
CoRR
Dong He, Maureen Daum, Magdalena Balazinska
2021 J jnl
DeepEverest: Accelerating Declarative Top-K Queries for Deep Neural Network Interpretation.
Proc. VLDB Endow.
Dong He, Maureen Daum, Walter Cai, Magdalena Balazinska
2021 A* conf
TASM: A Tile-Based Storage Manager for Video Analytics.
ICDE
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska
2021 J jnl
VSS: A Storage System for Video Analytics [Technical Report].
CoRR
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
2021 — conf
VSS: A Storage System for Video Analytics.
SIGMOD Conference
Brandon Haynes, Maureen Daum, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung, Luis Ceze
2020 J jnl
TASM: A Tile-Based Storage Manager for Video Analytics.
CoRR
Maureen Daum, Brandon Haynes, Dong He, Amrita Mazumdar, Magdalena Balazinska, Alvin Cheung
2018 A* conf
Accelerating Mobile Applications at the Network Edge with Software-Programmable FPGAs.
INFOCOM
Shuang Jiang, Dong He, Chenxi Yang, Chenren Xu, Guojie Luo, Yang Chen, Yunlu Liu, Jiangwei Jiang