I obtained my BSc at University College London (UCL).
I obtained my MPhil at the University of Cambridge, with Fitzwilliam College.
I am currently a doctoral researcher at the Department of Applied Mathematics and Theoretical Physics, University of Cambridge, with King's College, funded by an AstraZeneca studentship and a Google studentship.
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D2SA: Dual-Stage Distribution and Slice Adaptation for Efficient Test-Time Adaptation in MRI Reconstruction Lipei Zhang, Rui Sun, Zhongying Deng, Yanqi Cheng, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation Chun-Wun Cheng*, Yining Zhao*, Yanqi Cheng, Javier Montoya, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors Yanqi Cheng, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey Amer Essakine*, Yanqi Cheng*, Chun-Wun Cheng, Lipei Zhang, Zhongying Deng, Lei Zhu, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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Deep Block Proximal Linearised Minimisation Algorithm for Non-convex Inverse Problems Chaoyan Huang, Zhongming Wu, Yanqi Cheng, Tieyong Zeng, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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Single-Shot Plug-and-Play Methods for Inverse Problems Yanqi Cheng, Lipei Zhang*, Zhenda Shen*, Shujun Wang, Lequan Yu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations Zhenda Shen*, Yanqi Cheng*, Raymond H. Chan, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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Traffic Video Object Detection using Motion Prior Lihao Liu, Yanqi Cheng, Dongdong Chen, Jing He, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I Aviles-Rivero. |
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TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios Lihao Liu, Yanqi Cheng, Zhongying Deng, Shujun Wang, Dongdong Chen, Xiaowei Hu, Pietro Liò, Carola-Bibiane Schönlieb, Angelica Aviles-Rivero. |
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TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation Zhongying Deng, Yanqi Cheng, Lihao Liu, Shujun Wang, Rihuan Ke, Carola-Bibiane Schonlieb, and Angelica I Aviles-Rivero. |
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Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness Yanqi Cheng, Lihao Liu, Shujun Wang, Yueming Jin, Carola-Bibiane Schönlieb, Angelica I. Aviles-Rivero. |
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Mathematical modelling of the development of the vertebrate neural tube Yanqi Cheng, Supervisor: Prof. Karen M. Page GCHQ Prize Winner at Tomorrow's Mathematicians Today 2021 Conference [TMT2021] |
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✪ Give talks at Math+ML+X Seminar at Tsinghua University ✪ Give talks at Math+ML+X Seminar at University of Cambridge ✪ Giving talks at Cambridge Imaging Analysis Seminar at University of Cambridge ✪ Manage social account at Math+ML+X Lab [Oct 2024 - Now] ✪ Manage website for GraphMedIA Tutorial at MICCAI 2025 [Apr 2025] ✪ Organise and talk at GraphMIA Tutorial at MICCAI 2024 [Oct 2024] ✪ Poster at CHIA conference 2024 [Jun 2024] ✪ Organise and talk at SIAM IS24, Minisymposia: Recent Strides in Deep Inverse Problems: From PDEs/ODEs, Neural Implicit Representations, and Beyond [May 2024] ✪ Poster at ICIAM 2023 [Aug 2023] ✪ Talk at ICIAM 2023, Minisymposia: Deep Implicit and Explicit Models for Inverse Problems: Hybrid Data-Driven Models, Neural ODEs, PDEs and Beyond [Aug 2023] ✪ Serve as a reviewer at BMVC 2023 [Jun 2023 - Aug 2023] ✪ Manage social account at Cambridge Image Analysis group @CamImaging [Apr 2023 - Oct 2024] ✪ Manage website for GrapHMedIA Tutorial at MICCAI 2023 [Apr 2023] ✪ Poster at CHIA launch [Feb 2023] ✪ Math+ML+X seminar co-organiser [Jan 2023 - Now] ✪ Volunteer at MIUA 2022 [Jul 2022] ✪ Project supervisions:
Created by @yanyacheng
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