Haifeng Xia
PhD Student
Department of Computer Science, Tulane University
Email : hxia [at] tulane [dot] edu     Github     Google Scholar

About Me

I am a second-year PhD student at the Department of Computer Science, Tulane University, advised by Prof. Z. Allan Ding. My current research interests are computer vision, machine learning and transfer learning.

News

  • [07/2021]: One paper was accepted by ICCV 2021 .
  • [07/2021]: One paper was accepted by ACM MM 2021 .
  • [06/2021]: I will join MERL (Mitsubishi Electric Research Laboratories) as internship during 2021 Fall Semester.
  • [04/2021]: I will serve Program Committee (PC) for NeurIPS 2021.
  • [01/2021]: I will serve Program Committee (PC) for ICCV 2021.
  • [09/2020]: I will serve Program Committee (PC) for AAAI 2021.
  • [08/2020]: One paper was accepted by ACM MM 2020 .
  • [07/2020]: One paper was accepted by ECCV 2020 .
  • [03/2020]: One paper was accepted by CVPR 2020 .

Publications

Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation
Taotao Jing, Haifeng Xia, Zhengming Ding
ACM Multimedia Conference (ACM MM), 2020 (Poster) [PDF], [Code], [Talk]
HGNet: Hybrid Generative Network for Zero-shot Domain Adaptation
Haifeng Xia, Zhengming Ding
European Conference on Computer Vision (ECCV), 2020 (Poster) [PDF], [Code], [Talk]
Structure Preserving Generative Cross-Domain Learning
Haifeng Xia, Zhengming Ding
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 (Poster) [PDF], [Code], [Talk]
Bi-Directional Generation for Unsupervised Domain Adaptation
Guanglei Yang, Haifeng Xia, Mingli Ding, Zhengming Ding
The Association for the Advance of Artificial Intelligence (AAAI), 2020 (Poster) [PDF], [Code], [Talk]
Error analysis of generalized Nyström kernel regression
Hong Chen, Haifeng Xia, Heng Huang, Weidong Cai
Advances in Neural Information Processing Systems (NIPS), 2016 (Poster) [PDF], [Code], [Talk]

Awards

  • Travel Fellowship for attending CVPR, 2020.
  • National Graduate Scholarship, Sun Yat-sen University, 2018. (Rate: 1 / 128)
  • Outstanding Student, Huazhong Agricultural University, 2016. (Rate: 10 / 7000)

Professonal Activities

  • Reviewer for Journals: ACM Transactions on Multimedia Computing Communications and Applications (TOMM), Information Processing and Management (IPM), Information Science (INS), Journal of Electronic Imaging (JEI) and IET Image Processing.