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I am a Georgia Tech ECE Ph.D student in QIU LAB, under the supervision of Prof. Peng Qiu.

I worked in Omni Lab for Intelligent Visual Engineering and Science(OLIVES), under the supervision of Prof. Ghassan AlRegib during my Masters program.

My research interest covers machine learning, bioinformatics, computational biology, and computer vision.

Email / Google Scholar / LinkedIn

In the overview below you will find my most recent research project:

Hierarchical marker gene selection for scRNA-seq data
Invited talk at the 2023 Gut Cell Atlas Crohn's Disease Convening
Paper In Progress • Code
Languages & Technologies: R, Python, Seurat

Automated Flow Cytometry Gating
Paper In Progress • Code Coming Soon
The code was built on A Simple and Fast Implementation of Faster R-CNN'
Languages & Technologies: Python, PyTorch,Machine Learning, Object Detection, Flow Cytometry, Knowledge Graphs

Single-Cell RNA-seq integration
Paper:Domain adaptation for supervised integration of scRNA-seq data • Code
Languages & Technologies: Python, R, Tensorflow, Machine Learning, Domain Adaptation

POLYMATH: POLYCRAFT MULTI-USER ANTHROPOMORPHIC TESTBED
Paper:Polycraft World AI Lab (PAL) : An Extensible Platform for Evaluating Artificial Intelligence Agents • Code
Languages & Technologies: Python, PyTorch, Reinforcement Learning, Machine Learning, Computer Vision

Gradient-based Saliency Detection
Paper:Implicit Saliency In Deep Neural Networks • Code
Checkout our presentation on YouTube😄✨
Languages & Technologies: Python, PyTorch, TensorFlow, Attention Mechanisms, Saliency, Machine Learning, Computer Vision