Jing Huang

Computer Graphics and Immersive Technologies (CGIT) Lab
Department of Computer Science, University of Southern California
huang10 AT usc DOT edu
CV | Publication List | Resources

I joined Facebook/Meta in October 2016 as a Research Scientist focusing on computer vision and machine learning. Before joining Facebook, I received my Ph.D. in Computer Science from University of Southern California in 2016. At USC, I worked in the Computer Graphics and Immersive Technologies (CGIT) Lab, advised by Suya You. Before attending USC, I received my B.S. degree from School of Software, Tsinghua University in 2010.

I'm also broadly interested in related fields including computer graphics, artificial intelligence, robotics and algorithms.

Publications (Google Scholar)

	Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zach Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, Maria Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina Gonzalez, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbelaez, Gedas Bertasius, David Crandall, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shou, Michael Wray CVPR, June 2024 (Oral). [arXiv] [supp/appendix] [data/benchmarks] [blog]
	HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings Nikhil Mehta, Kevin J. Liang, Jing Huang, Fu-Jen Chu, Li Yin, Tal Hassner Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), January 2024. [paper] [supp]
	Self-Supervised Object Detection from Egocentric Videos Peri Akiva, Jing Huang, Kevin J Liang, Rama Kovvuri, Xingyu Chen, Matt Feiszli, Kristin Dana, Tal Hassner Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), Paris, France, October 2023. [paper]
	Task Grouping for Multilingual Text Recognition Jing Huang, Kevin J Liang, Rama Kovvuri, Tal Hassner European Conference on Computer Vision Workshop: Text in Everything (TiE, affiliated with ECCV), Tel Aviv, Israel, October 2022. Best Paper Award [arXiv][code]
	A Multiplexed Network for End-to-End, Multilingual OCR Jing Huang, Guan Pang, Rama Kovvuri, Mandy Toh, Kevin J Liang, Praveen Krishnan, Xi Yin and Tal Hassner Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [arXiv][code]
	TextOCR: Towards Large-Scale End-to-End Reasoning for Arbitrary-Shaped Scene Text Amanpreet Singh, Guan Pang, Mandy Toh, Jing Huang, Wojciech Galuba and Tal Hassner Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR*), 2021. [arXiv][website]
	Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting Minghui Liao, Guan Pang, Jing Huang, Tal Hassner and Xiang Bai European Conference on Computer Vision (ECCV), 2020. [arXiv][code]
	Point Cloud Labeling using 3D Convolutional Neural Network Jing Huang and Suya You International Conference on Pattern Recognition (ICPR), Cancun, Mexico, December 2016. [paper]
	Vehicle Detection in Urban Point Clouds with Orthogonal-View Convolutional Neural Network Jing Huang and Suya You IEEE International Conference on Image Processing (ICIP), Pheonix, AZ, September 2016. [paper]
	Pole-Like Object Detection and Classification from Urban Point Clouds Jing Huang and Suya You IEEE International Conference on Robotics and Automation (ICRA), Seattle, WA, May 2015. [paper]
	Change Detection in Laser-Scanned Data of Industrial Sites Jing Huang and Suya You IEEE Winter Conference on Applications of Computer Vision (WACV), Waikoloa Beach, HI, January 2015. [paper]
	Segmentation and Matching: Towards a Robust Object Detection System Jing Huang and Suya You IEEE Winter Conference on Applications of Computer Vision (WACV), Steamboat Springs, CO, March 2014. [paper]
	Detecting Objects in Scene Point Cloud: A Combinational Approach Jing Huang and Suya You International Conference on 3D Vision (3DV), Seattle, WA, June 2013. [paper]
	Point Cloud Matching based on 3D Self-Similarity Jing Huang and Suya You International Workshop on Point Cloud Processing (PCP, affiliated with CVPR), Providence, Rhode Island, June 2012. [paper]
	Multimodal Image Matching using Self-Similarity Jing Huang, Suya You, and Jiaping Zhao IEEE Applied Imagery Pattern Recognition (AIPR) Workshop, Washington DC, October 2011. [paper]

Resources

Point Cloud Library
MathJax

Last updated: July 2024 (work in progress)