Junbin Gao

Junbin Gao

Ph.D. Student in Genomic Data Science
Department of Pharmacy
National University of Singapore

Email: [email protected]
Alt Email: [email protected]

Research Interests

  • Machine Learning
  • Data Science
  • Functional Genomics
  • Spatial Transcriptomics
  • Single-cell RNA-seq

About Me

I am a Ph.D. student in Genomic Data Science at the Liu Lab within the Department of Pharmacy at National University of Singapore, under the supervision of Professor Boxiang Liu. My current research centers on developing novel computational frameworks for bioinformatics and genomics to elucidate complex biological systems and disease mechanisms.

My academic journey began with a B.Eng. in Measurement and Control Technology and Instrumentation from Northeastern University, followed by an M.Eng. from the School of Artificial Intelligence and Automation at Huazhong University of Science and Technology, where I worked under the mentorship of Professor Zhigang Zeng (FIEEE).

During my master's program, I gained valuable industry research experience through an internship at Microsoft Research Asia, where I contributed to projects in 3D computer vision and deep learning architectures. Additionally, I was a visiting student at the Laboratory of Brain and Intelligence at Tsinghua University, advised by Dr. Xiaolin Hu.

Recent News

Dec 2023
Awarded NUS Research Scholarship for outstanding academic performance.
Jun 2023
Successfully completed my master's degree and celebrated graduation!
Jul 2021
Jan 2021
Started research internship in Intelligent Media at Microsoft Research Asia (MSRA), advised by Dr. Yuwang Wang.

Publications

Language-Driven Multi-Label Zero-Shot Learning with Semantic Granularity
Wang S, Wan Q, Gao J, Zeng Z
ICCV, 2025
Single-cell RNA-seq links cell-type-specific regulation of splicing with complex diseases
Tian C, Zhang Y, Tong Y, Kock KH, Sim DY, Liu F, Dong J, Jing Z, Wang W, Gao J, Tan LM, Liu B
Nature Genetics, 2024
DAFormer: Depth-aware 3D Object Detection Guided by Camera Model via Transformers
Gao J, Ruan H, Xu B, Zeng Z
IEEE International Conference on Cyborg and Bionic Systems (CBS), 2022
GNet: 3D Object Detection from Point Cloud with Geometry-Aware Network
Ruan H, Xu B, Gao J, Liu L, Lv J, Sheng S, Zeng Z
IEEE International Conference on Cyborg and Bionic Systems (CBS), 2022

Selected Awards

NUS Research Scholarship
Singapore, 2023
AI Innovation and Application Competition (Second Prize)
Shenzhen, China, 2021
Huawei Cup Mathematical Contest in Modeling (Second Prize)
Shanghai, China, 2020
HUST Scholarship (First Prize)
Wuhan, China, 2020
TI Cup Electronic Design Competition (First Prize)
Shanghai, China, 2019
China Telecom Scholarship
Beijing, China, 2019
Challenge Cup Competition (Silver Award)
Hangzhou, China, 2018
National Scholarship
Beijing, China, 2017

Affiliations

The organization where I am/was working/studying/interning.