Zhiqiang Tang

Applied Scientist, AWS

Joined

February 2019

Names

Zhiqiang Tang

Emails

****@gmail.com (Confirmed)

****@rutgers.edu (Confirmed)

****@cs.rutgers.edu (Confirmed)

****@rutgers.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Applied Scientist

AWS (amazon.com)

2021 – Present

PhD student

Rutgers University (rutgers.edu)

2015 – 2021

Advisors, Relations & Conflicts

Coauthor

Prasanna Sattigeri

2020 – Present

Coauthor

Leonid Karlinsky

2020 – Present

Coauthor

Rogerio Feris

2018 – Present

PhD Advisor

Dimitris Metaxas

2015 – Present

Coauthor

Yifan Zhang

2011 – 2015

Coauthor

Hanqing Lu

2011 – 2015

Expertise

multimodal learning

generative models

natural language processing

computer vision

2015 – Present

Publications

AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models
Zhiqiang Tang, Haoyang Fang, Su Zhou, Taojiannan Yang, Zihan Zhong, Cuixiong Hu, Katrin Kirchhoff, George Karypis
- AutoML 2024 (ABCD Track)
- Readers: Everyone
Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift
Jielin Qiu, Yi Zhu, Xingjian Shi, Florian Wenzel, Zhiqiang Tang, Ding Zhao, Bo Li, Mu Li
- Accepted by DMLR
- Readers: Everyone
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model
Zihan Zhong, Zhiqiang Tang, Tong He, Haoyang Fang, Chun Yuan
- ICLR 2024 poster
- Readers: Everyone
OnlineAugment: Online Data Augmentation with Less Domain Knowledge
Zhiqiang Tang, Yunhe Gao
- 05 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
CrossNorm and SelfNorm for Generalization Under Distribution Shifts
Zhiqiang Tang, Yunhe Gao
- 05 Nov 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Benchmarking Robustness under Distribution Shift of Multimodal Image-Text Models
Jielin Qiu, Yi Zhu, Xingjian Shi, Zhiqiang Tang, Ding Zhao, Bo Li, Mu Li
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- NeurIPS 2022 Workshop DistShift Poster
- Readers: Everyone
Learning Multimodal Data Augmentation in Feature Space
Zichang Liu, Zhiqiang Tang, Xingjian Shi, Aston Zhang, Mu Li, Anshumali Shrivastava, Andrew Gordon Wilson
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Visual Prompt Tuning For Test-time Domain Adaptation
Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Visual Prompt Tuning for Test-time Domain Adaptation
Yunhe Gao, Xingjian Shi, Yi Zhu, Hao Wang, Zhiqiang Tang, Xiong Zhou, Mu Li, Dimitris N. Metaxas
- 2022 (modified: 10 Nov 2022)
- CoRR 2022
- Readers: Everyone
Are Multimodal Models Robust to Image and Text Perturbations?
Jielin Qiu, Yi Zhu, Xingjian Shi, Florian Wenzel, Zhiqiang Tang, Ding Zhao, Bo Li, Mu Li
- 2022 (modified: 18 Apr 2023)
- CoRR 2022
- Readers: Everyone

View all 23 publications

Co-Authors

View all 38 co-authors