Mengjiao Wang

According to our database, Mengjiao Wang authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

2022

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

CoRR, 2022

Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment.

Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang

CoRR, 2022

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

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

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Unsupervised Vision-and-Language Pretraining via Retrieval-based Multi-Granular Alignment.

Mingyang Zhou, Licheng Yu, Amanpreet Singh, Mengjiao Wang, Zhou Yu, Ning Zhang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Facial Expression Synthesis using a Global-Local Multilinear Framework.

Mengjiao Wang, Derek Bradley, Stefanos Zafeiriou, Thabo Beeler

Comput. Graph. Forum, 2020

2019

An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations.

Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou

Int. J. Comput. Vis., 2019

2018

Disentangling the Modes of Variation in Unlabelled Data.

Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos P. Zafeiriou

IEEE Trans. Pattern Anal. Mach. Intell., 2018

2017

An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations.

Mengjiao Wang, Zhixin Shu, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou

CoRR, 2017

Learning the Multilinear Structure of Visual Data.

Mengjiao Wang, Yannis Panagakis, Patrick Snape, Stefanos Zafeiriou

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017