Xu Qianyi(徐谦逸)

Final Year Electrical and Electronic Engineering Student
@ Nanyang Technological Univeristy

About Me

Hello! I'm Xu Qianyi. I am a final year student at Nanyang Technological University with a major in Electrical and Electronic Engineering. I am broadly interested in machine learning, computer vision, espeicially their application in healthcare. I believe interests should be found during hands-on practices, therefore, throughout my undergraduate study, I explored different fields of research including continual learning, image segmentation, time series data analysis, and reinforcement learning.

I value research intrinsically and want to develop algorithms that can be applied to the real world.


+65 83740219
School of EEE, 50 Nanyang Avenue, Singapore


B.Eng. in Electrical and Electronic Engineering Nanyang Technological University
Aug 2019 - Jun 2023(Expected)
Highest Distinction(Expected)
Dean's List: 2020-2021
NTU Science and Engineering Undergraduate Scholarship (former SM2 Scholar)
Semester Exchange National University of Singapore
Jan 2021 - May 2021
Participated in SUSEP for partial exchange.


Jun 2022 - Present, Lausanne
Created a pipeline to collect data in an embodied AI simulation platform. The collected data are utilized for multi-frame depth estimation with a convLSTM recurrent model.
Feb 2022 - Sep 2022, Remote
Built a novel pipeline for single-cell segmentation.
Dec 2021 - May 2022, Singapore
Built multiple models to predict blood pressure using ECG and PPG signals trained using MIMIC III waveform dataset.
Aug 2020 - Present, Singapore
Developed developed a task-agnostic algorithm for online continual learning that can preserve information privacy.
Sep 2020 - Apr 2022, Singapore
Built a surrogate model for transcranial direct current stimulation simulation using machine learning and SimNIBS.


Continual Learning / Latent Replay / Privacy Preservation

POnCIL: Privacy Preserving Online Class-incremental Learning

Xu, Q., Wong, C., and Ramasamy, S.2023 ICASSP.

In preparation. Codes and manuscript will be posted after submission.

Single Cell Segmentation / Domain Adaptation / Image Transfer

Cytoderm Behavior Enhancement in Single-Cell Segmentation

Fan, Z., Xu, Q., Tang, Z., Wang, W., Hyatt, T., Zhang, Y., Xing, J., and Xu, M. Bioinformatics.

In preparation. Codes and manuscript will be posted after submission.