Qixin Hu | 胡琪鑫

PhD Student @USC

Univeristy of Southern California
Los Angeles, USA

Email:qixinhu [at] usc [dot] edu

[Publications] [Internship Experience] [Research Experience]


About Me

Hi, my name is Qixin Hu (胡琪鑫). If you can't read Pinyin, just say it as "Chee-sheen Who". Hopefully, it will become Dr. Who someday; that would make it much easier to pronounce.

For now, I am a Ph.D. student in USC, working with Prof. C.-C. Jay Kuo. My research here mainly focuses on statistical learning and statistical representation learning. For those who are familiar with deep learning, I want to develop algorithms without using neurons or back-propagation. More specifically, I want to design new statistical learning algorithms and apply them to real-world applications. Also, I'm working on finding and evaluating good representations for high-dimensional data like images.

In the past, I worked on computer vision, deep learning and medical image analysis. I am very fortunate to have opportunities to collaborate with Prof. Dou Qi , Dr. Zongwei Zhou, Prof. Alan Yuille, and Prof. Xinggang Wang. They are really nice people and I enjoy the time working with them.

To the future, I see myself in digging truth and love. Lucky enough, I may find the algorithm to give the birth to a machine.

📝 Publications

Analyzing Tumors by Synthesis

Qi Chen, Yuxiang Lai, Xiaoxi Chen, Qixin Hu, Alan Yuille, Zongwei Zhou

[Publication]

Language-Enhanced Local-Global Aggregation Network for Multi-Organ Trauma Detection

Jianxun Yu, Qixin Hu, Meirui Jiang, et al.

[Publication] [Code]

Synthetic Data as Validation

Qixin Hu, Alan Yuille, Zongwei Zhou

[Publication]

Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape

Jiacong Xu, Yi Zhang, Jiawei Peng, Wufei Ma, Artur Jesslen, Pengliang Ji, Qixin Hu, et al.

[Project] [Publication] [Code]

Label-free Liver Tumor Segmentation

Qixin Hu, Yixiong Chen, Junfei Xiao, Shuwen Sun, Jieneng Chen, Alan Yuille, Zongwei Zhou

Github

[Publication] [Code] [Slides] [Poster] [Zongwei's Talk] [Alan's Talk]

Synthetic Tumors Make AI Segment Tumors Better

Qixin Hu, Junfei Xiao, Yixiong Chen, Shuwen Sun, Jieneng Chen, Alan Yuille, Zongwei Zhou

[Publication] [Code] [Slides] [Poster]

Object recognition for remarkably small field-of-view with speckles

Qixin Hu, Siyan Xu, Xue-wen Chen, Xinggang Wang, Ken Xingze Wang

[Publication]

💻 Company Experience

Fulgent Genetics, El Monte

  • Position: Machine Learning Research Intern
  • Project: Statistical learning for detecting whole slide images

💻 Univeristy Experience

Department of Computer Science and Engineering, The Chinese Univeristy of Hong Kong

  • Position: Research Assistant
  • Supervisor: Assis. Prof. Qi Dou
  • Project: fundation model in medical image.

Department of Cognitive Science and Computer Science, Johns Hopkins Univeristy

  • Position: Research Intern
  • Supervisor: Prof. Alan L. Yuille (Bloomberg Distinguished Professor) &

          Dr. Zongwei Zhou

  • Project: Segment medical tumor using synthetic tumor

School of Physics, Huazhong Univeristy of Science and Technology

  • Position: Team Leader
  • Supervisor: Assoc. Prof. Ming Yang
  • Project: National Student Innovation and Entrepreneurship Training Program

🏅 Honors and Awards

📙 Academic Service

This page has been visited for HTML Hit Countertimes

Last update: May 19, 2025