Yusheng Xie

Principal Applied Scientist, Amazon

Joined

July 2019

Names

Yusheng Xie

Emails

****@gmail.com (Confirmed)

****@tencent.com (Confirmed)

****@amazon.com (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Principal Applied Scientist

Amazon (amazon.com)

2022 – Present

Senior Applied Scientist

Amazon (amazon.com)

2020 – 2022

Senior Research Scientist

Tencent America (tencent.com)

2017 – 2020

Research Scientist

Baidu USA (baidu.com)

2015 – 2017

PhD student

Northwestern University (northwestern.edu)

2011 – 2015

Advisors, Relations & Conflicts

PhD Advisor

Alok Choudhary

2011 – 2015

Expertise

vision + language models

2020 – Present

Document understanding

2020 – Present

word & sentence embedding

contextual embedding

2018 – Present

hand pose estimation

body pose estimation

2017 – Present

Language modeling using deep learning

2015 – Present

Publications

On the scalability of diffusion-based text-to-image generation
Hao Li, Yang Zou, Ying Wang, Orchid Majumder, Yusheng Xie, R. Manmatha, Ashwin Swaminathan, Zhuowen Tu, Stefano Ermon, Stefano Soatto
- CVPR 2024
- Readers: Everyone
Efficient Scaling of Diffusion Transformers for Text-to-Image Generation
Hao Li, Shamit Lal, Zhiheng Li, Yusheng Xie, Ying Wang, Yang Zou, Orchid Majumder, Aditya Golatkar, Chengwei Su, R. Manmatha, Zhuowen Tu, Stefano Ermon, Stefano Soatto, Ashwin Swaminathan
- Submitted to ICLR 2025
- Readers: Everyone
Towards Differential Relational Privacy and its use in Question Answering
Simone Bombari, Alessandro Achille, Zijian Wang, Yu-Xiang Wang, Yusheng Xie, Kunwar Yashraj Singh, Srikar Appalaraju, Vijay Mahadevan, Stefano Soatto
- 04 Oct 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
AIM: Adapting Image Models for Efficient Video Action Recognition
Taojiannan Yang, Yi Zhu, Yusheng Xie, Aston Zhang, Chen Chen, Mu Li
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Towards Good Practices in Self-Supervised Representation Learning
srikar appalaraju, Yi Zhu, Yusheng Xie, Istvan Fehervari
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Withdrawn Submission
- Readers: Everyone
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generation for 3D Hand Pose Synthesis
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan
- 2020 (modified: 03 Nov 2022)
- ACM Multimedia 2020
- Readers: Everyone
On the Generation of Medical Question-Answer Pairs
Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan
- 2020 (modified: 22 Feb 2025)
- AAAI 2020
- Readers: Everyone
MM-Hand: 3D-Aware Multi-Modal Guided Hand Generative Network for 3D Hand Pose Synthesis
Zhenyu Wu, Duc Hoang, Shih-Yao Lin, Yusheng Xie, Liangjian Chen, Yen-Yu Lin, Zhangyang Wang, Wei Fan
- 2020 (modified: 27 Feb 2026)
- CoRR 2020
- Readers: Everyone
DGGAN: Depth-image Guided Generative Adversarial Networks for Disentangling RGB and Depth Images in 3D Hand Pose Estimation
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Wei Fan, Xiaohui Xie
- 2020 (modified: 27 Feb 2026)
- CoRR 2020
- Readers: Everyone
Temporal-Aware Self-Supervised Learning for 3D Hand Pose and Mesh Estimation in Videos
Liangjian Chen, Shih-Yao Lin, Yusheng Xie, Yen-Yu Lin, Xiaohui Xie
- 2020 (modified: 27 Feb 2026)
- CoRR 2020
- Readers: Everyone

View all 40 publications

Co-Authors

View all 76 co-authors