Hu Xu
RESEARCH SCIENTIST | SEATTLE, UNITED STATES
Hu Xu is a research scientist at Facebook AI Research (FAIR). His research interests are about data curation and alignment, multi-modal pre-training.
Previously, he received my Ph.D in computer science from University of Illinois at Chicago, advised by Prof. Bing Liu and Prof. Philip S. Yu. I got my master in microelectronics from Peking University. He was a winner of Yelp dataset challenge.
Hu's Work
Hu's Publications
April 17, 2025
COMPUTER VISION
Perception Encoder: The best visual embeddings are not at the output of the network
Hanoona Rasheed, Junke Wang, Marco Monteiro, Andrea Madotto, Po-Yao Huang, Chen Wei, Christoph Feichtenhofer, Daniel Bolya, Daniel Li (FAIR), Hu Xu, Jathushan Rajasegaran, Jiale Zhi, Nikhila Ravi, Peize Sun, Piotr Dollar, Shiyu Dong, Tengyu Ma, Jang Hyun Cho
April 17, 2025
December 11, 2024
NLP
COMPUTER VISION
Meta CLIP 1.2
Saining Xie, Hu Xu, Bernie Huang, Ching-Feng Yeh, Christine Jou, Christoph Feichtenhofer, Daniel Li (FAIR), Ellen Tan, Gargi Ghosh, Jacob Kahn, Kim Hazelwood, Luke Zettlemoyer, Omer Levy, Philippe Brunet, Ramya Raghavendra, Scott Yih
December 11, 2024
June 05, 2024
CORE MACHINE LEARNING
An Introduction to Vision-Language Modeling
Anurag Ajay, Alexander C. Li, Suzanne Petryk, Zhiqiu Lin, Anas Mahmoud, Jun Chen, Mazda Moayeri, Aishwarya Agrawal, Florian Bordes, Adrien Bardes, Arjang Talattof, Asli Celikyilmaz, Bargav Jayaraman, Candace Ross, Chuan Guo, Diane Bouchacourt, Ellen Tan, Haider Al-Tahan, Hu Xu, Jonathan Lebensold, Kamalika Chaudhuri, Karen Ullrich, Karthik Padthe, Kate Saenko, Kushal Tirumala, Mark Ibrahim, Megan Richards, Melissa Hall, Oscar Mañas, Pietro Astolfi, Quentin Garrido, Reyhane Askari, Richard Pang, Rim Assouel, Samuel Lavoie, Srihari Jayakumar, Vasu Sharma, Vikas Chandra, Xilun Chen, Yunyang Xiong, Zechun Liu
June 05, 2024
April 22, 2024
NLP
Text Quality-Based Pruning for Efficient Training of Language Models
Vasu Sharma *, Armen Aghajanyan, Bernie Huang, Daniel Li (FAIR), Gargi Ghosh, Hu Xu, Karthik Padthe *, Kushal Tirumala, Luke Zettlemoyer, Newsha Ardalani, Russ Howes
April 22, 2024
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