About Me
I am a Researcher with Wormpex AI Research working on AI in Retail. My R&D experience covers Computer Vision, Deep Learning, and Robotics. Before that I was an Algorithm Scientist with Aibee and a Research Scientist with Adobe Research. I obtained my Ph.D degree from Stevens Institute of Technology, advised by Dr. Gang Hua. Before that I obtained my B.E. degree from the University of Science and Technology of China (USTC) in 2010.
Updates:
- 11/2022: Serve as Panelist on Senior Member Review Panel
- 08/2022: Elevated to IEEE Senior Member
- 07/2022: Our paper on Long-tailed Recognition is accepted to ECCV 2022, we introduced a sampling method to improve long-tailed recognition performance without extra computation: Breadcrumbs: Adversarial Class-Balanced Sampling for Long-tailed Recognition
- 02/2022: Serve as Area Chair for ICPR 2022
- 09/2021: Serve as Area Chair for CVPR 2022 and SPC for AAAI 2022
- 07/2021: Serve as Area Chair for WACV 2022
- 07/2021: Our paper on Long-tailed Recognition is accepted to ICCV 2021, we introduced GistNet to transfer geometric information from popular to low-shot classes. [Project Page]
- 05/2021: Our paper on Human Pose Estimation and Tracking with GNN is accepted to CVPR 2021
- 12/2020: Our paper on any-precision NN is accepted to AAAI 2021
- 07/2020: One paper on the robotic wheelchair we built when I was doing my PhD is accepted to Transactions on Human-Robot Interaction (THRI)
- 09/2019: Serve as area chair for WACV 2020
- 08/2019: One paper on efforts towards interpretable face recognition is accepted to ICCV 2019 as oral!
- 04/2018: The deep learning based face detection and recognition technology I made major contribution to at Adobe had been shipped in Adobe Photoshop, Lightroom, Premiere Pro! Feeling really happy.
- 10/18/2017: Our face detection technology has been shipped in Photoshop October 2017 release!
Selected Publications:
- Learning Dense Facial Correspondences In Unconstrained Images,
Ronald Yu, Shunsuke Saito, Haoxiang Li, Duygu Ceylan, Hao Li,
IEEE International Conference on Computer Vision (ICCV), 2017
[Paper] - VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation,
Chuang Gan, Yandong Li, Haoxiang Li, Chen Sun, Boqing Gong,
IEEE International Conference on Computer Vision (ICCV), 2017
[Paper] [Github (Code & Data)] - Probabilistic Elastic Part Model: A Pose-Invariant Representation for Real-world Face Verification,
Haoxiang Li, Gang Hua,
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2017 - An Egocentric Computer Vision based Co-Robot Wheelchair,
Haoxiang Li, Mohammed Kutbi, Xin Li, Changjiang Cai, Philippos Mordohai, Gang Hua,
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2016
[Paper] [Bibtex] - A Multi-Level Contextual Model For Person Recognition in Photo Albums ,
Haoxiang Li, Jonathan Brandt, Zhe Lin, Xiaohui Shen, Gang Hua,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016
[Paper] [Bibtex] - Labeled Faces in the Wild: A Survey ,
Erik Learned-Miller, Gary B. Huang, Aruni RoyChowdhury, Haoxiang Li, and Gang Hua,
book chapter in Advances in Face Detection and Facial Image Analysis, Springer, 2016
[Draft] - A Convolutional Neural Network Cascade for Face Detection ,
Haoxiang Li, Zhe Lin, Xiaohui Shen, Jonathan Brandt, Gang Hua,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015
[Paper] [Bibtex] [FAQ for Implementation] - Efficient Boosted Exemplar-based Face Detection ,
Haoxiang Li, Zhe Lin, Jonathan Brandt, Xiaohui Shen, Gang Hua,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2014
[Paper] [ROC Curves on FDDB] [PR Curve on AFW] [Poster] [Bibtex] - Probabilistic Elastic Matching for Pose Variant Face Verification ,
Haoxiang Li, Gang Hua, Zhe Lin, Jonathan Brandt, Jianchao Yang,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013
[Paper] [Notes for Reproducing] [Bibtex]
Please refer to my google scholar page for a full list.
Patents:
I have 5 US patents issued and 4 more pending.
Interns:
- Yinan Zhang (Dartmouth College), Summer 2017
- Kaichun Mo (Stanford University), Summer 2017
- Xiangyun Zhao (Northwestern University), Summer 2017
- Muhammad Abdullah Jamal (University of Central Florida), Fall 2017
- Hao Kang (Purdue University), Spring 2018
- Hui Ding (University of Maryland, College Park), Spring 2018
If you are interested in collaboration, please send email me at mr.pppoe AT gmail.com.