Mengjiao Wang

Scientist, Meta

Joined

July 2019

Names

Mengjiao Wang

Emails

****@gmail.com (Confirmed)

****@fb.com (Confirmed)

****@meta.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Scientist

Meta (meta.com)

2021 – Present

Scientist

Amazon (amazon.com)

2019 – 2021

PhD student

Imperial College London (imperial.ac.uk)

2015 – 2020

Intern

Disney Research, Disney (disneyresearch.com)

2018 – 2019

MS student

University College London (ucl.ac.uk)

2014 – 2015

Undergrad student

Imperial College London (imperial.ac.uk)

2009 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Stefanos Zafeiriou

2015 – 2020

Expertise

multimodal models

vision and language pre-training

2020 – 2022

facial analysis

tensor decomposition

unsupervised learning

2015 – 2020

Publications

Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality
Harman Singh, Pengchuan Zhang, Qifan Wang, Mengjiao Wang, Wenhan Xiong, Jingfei Du, Yu Chen
- EMNLP 2023 Main
- Readers: Everyone
Que2Engage: Embedding-based Retrieval for Relevant and Engaging Products at Facebook Marketplace
Yunzhong He, Yuxin Tian, Mengjiao Wang, Feier Chen, Licheng Yu, Maolong Tang, Congcong Chen, Ning Zhang, Bin Kuang, Arul Prakash
- 2023 (modified: 16 Apr 2023)
- CoRR 2023
- Readers: Everyone
Amazon Shop the Look: A Visual Search System for Fashion and Home
Ming Du, Arnau Ramisa, Amit Kumar K. C, Sampath Chanda, Mengjiao Wang, Neelakandan Rajesh, Shasha Li, Yingchuan Hu, Tao Zhou, Nagashri Lakshminarayana, Son Tran, Doug Gray
- 2022 (modified: 09 Nov 2022)
- KDD 2022
- Readers: Everyone
CommerceMM: Large-Scale Commerce MultiModal Representation Learning with Omni Retrieval
Licheng Yu, Jun Chen, Animesh Sinha, Mengjiao Wang, Yu Chen, Tamara L. Berg, Ning Zhang
- 2022 (modified: 16 Nov 2022)
- KDD 2022
- Readers: Everyone
LoopITR: Combining Dual and Cross Encoder Architectures for Image-Text Retrieval
Jie Lei, Xinlei Chen, Ning Zhang, Mengjiao Wang, Mohit Bansal, Tamara L. Berg, Licheng Yu
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning
Suvir Mirchandani, Licheng Yu, Mengjiao Wang, Animesh Sinha, Wenwen Jiang, Tao Xiang, Ning Zhang
- 2022 (modified: 16 Nov 2022)
- CoRR 2022
- Readers: Everyone
Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment
Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang
- 2022 (modified: 18 Nov 2022)
- CVPR 2022
- Readers: Everyone
FaD-VLP: Fashion Vision-and-Language Pre-training towards Unified Retrieval and Captioning
Suvir Mirchandani, Licheng Yu, Mengjiao Wang, Animesh Sinha, Wenwen Jiang, Tao Xiang, Ning Zhang
- 2022 (modified: 16 Apr 2023)
- EMNLP 2022
- Readers: Everyone
Facial Expression Synthesis using a Global-Local Multilinear Framework
Mengjiao Wang, Derek Bradley, Stefanos Zafeiriou, Thabo Beeler
- 2020 (modified: 05 Nov 2022)
- Comput. Graph. Forum 2020
- Readers: Everyone
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations
Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou
- 2019 (modified: 30 Jan 2023)
- Int. J. Comput. Vis. 2019
- Readers: Everyone

View all 13 publications

Co-Authors

View all 47 co-authors