Ewch i’r prif gynnwys
Yipeng Qin

Dr Yipeng Qin

Darlithydd

Yr Ysgol Cyfrifiadureg a Gwybodeg

Email
QinY16@caerdydd.ac.uk
Telephone
+44 29208 75537
Campuses
Abacws, Ystafell 2.20, Ffordd Senghennydd, Cathays, Caerdydd, CF24 4AG
Users
Ar gael fel goruchwyliwr ôl-raddedig

Trosolwyg

I am a lecturer in the School of Computer Science and Informatics, and a member of the Visual Computing research group.

My research interests span three active areas in computer science: visual computing (computer graphics and computer vision), geometry processing and machine learning. Recently, I'm working on understanding the training dynamics of deep neural networks (with an emphasis on Generative Adversarial Networks) and expanding their applications in visual computing.

Please see my personal webpage for more information.

Cyhoeddiad

2023

2022

2021

2020

2019

2017

2016

2015

Articles

Conferences

Ymchwil

My research interests span three active areas in computer science: visual computing (computer graphics and computer vision), geometry processing and machine learning. Recently, I'm working on understanding the training dynamics of deep neural networks (with an emphasis on Generative Adversarial Networks) and expanding their applications in visual computing. 

Addysgu

  • 2021/22 - now, CMT307 Applied Machine Learning
  • 2021/22 - now, CMT316 Applications of Machine Learning: Natural Language Processing/Computer Vision
  • 2019/20 - now, CM1205 Architecture and Operating Systems, Module Lead

Bywgraffiad

Addysg a Chymwysterau

  • 2017: PhD mewn Cyfrifiadureg, Canolfan Genedlaethol ar gyfer Animeiddio Cyfrifiadurol, Prifysgol Bournemouth, UK
  • 2013: BEng mewn Peirianneg Drydanol, Prifysgol Shanghai Jiao Tong, Tsieina

Trosolwg gyrfa

Aelodaethau proffesiynol

Member of ACM SIGGRAPH, Computer Vision Foundation (CVF)

Safleoedd academaidd blaenorol

Pwyllgorau ac adolygu

  • Journal Reviewer: IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), ACM Transactions on Graphics (TOG), IEEE Transactions on Visualization and Computer Graphics (TVCG), Computer Graphics Forum (CGF), Neurocomputing
  • Conference Reviewer: ACM SIGGRAPH, ACM SIGGRAPH Asia, NeurIPS, ICLR, AAAI, Eurographics, BMVC, CVM, IJCNN
  • Grant Reviewer: EPSRC

Meysydd goruchwyliaeth

I am interested in supervising PhD students in the areas of:

  • AI for Generative Modelling
  • Interpretable ML/AI for Visual Content Generation
  • Bias and Fairness in AI
  • Image Synthesis and Manipulation
  • 3D Geometry Processing