Qiyu Wei 魏启宇

Ph.D student.

University of Manchester

Biography

I am a PhD student with the Department of Computer Science, The University of Manchester, under the supervision of Dr. Mauricio Alvarez and Prof. Richard Allmendinger. My research interests include Statistical Machine Learning, Bayesian Optimization, and Deep Learning. Prior to my enrollment at UoM, I earned my Master’s degree from Shanghai University. I worked as a Research Assistant (Supported by SIPGA scholarship) at the Institute of Infocomm Research, A*Star, Singapore in 2023.

Interests

Statistical Machine Learning
Bayesian Optimization
Deep Learning

Education

PhD, 2024-
University of Manchester
MSc, 2021-2024
Shanghai University
BEng, 2017-2021
Nanjing University of Posts and Telecommunications

Experience

Intern

ISE, NUS

February 2022 – August 2024 Singapore (Remote)

Supervised by Dr. Haowei Wang.

Research Interests include:

Bayesian Optimization.

Research Assistant

I2R, A*star

July 2023 – January 2024 Singapore

Supervised by Dr. Xulei Yang.

Supported by SIPGA scholarship.

Research Interests include:

Semi-supervised algorithm in semiconductor defect detection.
3D machine learning in semiconductor data.

Recent Publications

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Wei Zhao, Qiyu Wei 魏启宇, Zeng Zeng (2023). A Deeply Supervised Semantic Segmentation Method Based on GAN. In ITSC.

Qiyu Wei 魏启宇, Weihua Zheng, Yuxin Li, Zhongyao Cheng, Zeng Zeng, Xulei Yang$ (2023). Controlling Facial Attribute Synthesis by Disentangling Attribute Feature Axes in Latent Space. In ICIP.

Qiyu Wei 魏启宇, Wei Zhao, Xiaoyan Zheng, Zeng Zeng (2023). Wafer Map Defect Patterns Semi-Supervised Classification Using Latent Vector Representation. In CIS-RAM.

Peng Liu, Haowei Wang, Qiyu Wei 魏启宇 (2023). Bayesian optimization with switching cost: Regret analysis and lookahead variants. In IJCAI.

Qiyu Wei 魏启宇, Xulei Yang$, Tong Sang$, Huijiao Wang, Zou Xiaofeng, Cheng Zhongyao, Zhao Ziyuan, Zeng Zeng (2022). Latent Vector Prototypes Guided Conditional Face Synthesis. In ICIP.

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