Tao Sheng

Senior Director of Machine Learning, Oracle

Joined

November 2022

Names

Tao Sheng (Preferred)

Emails

****@oracle.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Senior Director of Machine Learning

Oracle (oracle.com)

2021 – Present

Applied Science Manager

Amazon (amazon.com)

2018 – 2021

Advisors, Relations & Conflicts

Coworker

Amit Agarwal

2023 – Present

Expertise

Computer Vision

2005 – Present

Machine Learning

2005 – Present

Large Language Model

2005 – Present

Automatic Speech Recognition

2005 – Present

Natural Language Processing

2005 – Present

Publications

LAD-RAG: Layout-aware Dynamic RAG for Visually-Rich Document Understanding
Zhivar Sourati, Zheng Wang, Marianne Menglin Liu, Yazhe Hu, Mengqing Guo, Sujeeth Bharadwaj, Kyu J. Han, Tao Sheng, Sujith Ravi, Morteza Dehghani, Dan Roth
- ACL 2026 Main
- Readers: Everyone
Aligning LLMs for Multilingual Consistency in Enterprise Applications
Tao Sheng
- OpenReview Archive Direct Upload
- Readers: Everyone
PAR$^2$-RAG: Planned Active Retrieval and Reasoning for Multi-Hop Question Answering
Xingyu Li, Rongguang Wang, Yuying Wang, Mengqing Guo, Chenyang Li, Tao Sheng, Sujith Ravi, Dan Roth
- ACL 2026 Industry Track Poster
- Readers: Everyone
Guided design for effcient on-device object detection model
Tao Sheng, Yang Liu
- IEEE Low-Power Computer Vision (LPCV) Challenge
- Readers: Everyone
A Quantization-Friendly Separable Convolution for MobileNets
Tao Sheng
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Low-Power Computer Vision: Status, Challenges, Opportunities
Tao Sheng
- 01 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Low Power Inference for On-Device Visual Recognition with a Quantization-Friendly Solution
Chen Feng, Tao Sheng, Zhiyu Liang, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Matthew Ardi, Alexander C. Berg, Yiran Chen, Bo Chen, Kent Gauen, Yung-Hsiang Lu
- 2019 (modified: 17 Nov 2022)
- CoRR 2019
- Readers: Everyone
Low-Power Computer Vision: Status, Challenges, Opportunities
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim et al. (24 additional authors not shown)
- 2019 (modified: 17 Nov 2022)
- CoRR 2019
- Readers: Everyone
Low-Power Computer Vision: Status, Challenges, and Opportunities
Sergei Alyamkin, Matthew Ardi, Alexander C. Berg, Achille Brighton, Bo Chen, Yiran Chen, Hsin-Pai Cheng, Zichen Fan, Chen Feng, Bo Fu, Kent Gauen, Abhinav Goel, Alexander Goncharenko, Xuyang Guo, Soonhoi Ha, Andrew Howard, Xiao Hu, Yuanjun Huang, Donghyun Kang, Jaeyoun Kim et al. (24 additional authors not shown)
- 2019 (modified: 17 Nov 2022)
- IEEE J. Emerg. Sel. Topics Circuits Syst. 2019
- Readers: Everyone
A Quantization-Friendly Separable Convolution for MobileNets
Tao Sheng, Chen Feng, Shaojie Zhuo, Xiaopeng Zhang, Liang Shen, Mickey Aleksic
- 2018 (modified: 17 Nov 2022)
- CoRR 2018
- Readers: Everyone

View all 12 publications

Co-Authors

View all 60 co-authors