Yanqi Cheng

According to our database, Yanqi Cheng authored at least 24 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection.

Chun-Wun Cheng, Yanqi Cheng, Peiyuan Jing, Guang Yang, Javier A. Montoya-Zegarra, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, March, 2026

From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction.

Zhenxuan Zhang, Lipei Zhang, Yanqi Cheng, Zi Wang, Fanwen Wang, Haosen Zhang, Yue Yang, Yinzhe Wu, Jiahao Huang, Angelica I. Avilés-Rivero, Zhifan Gao, Guang Yang, Peter J. Lally

IEEE Trans. Image Process., 2026

A framework for VLM-knowledge graph integration in complex long-horizon tasks.

Li Yin, Yanqi Cheng, Xuefeng Du, Ning Tong, Fengqiang Xu, Fengqi Li

Knowl. Based Syst., 2026

CISF: Consensus-based Information Sharing Framework for robust consistency in UAVs swarm disaster response.

Xuefeng Du, Yanqi Cheng, Li Yin, Ning Tong, Fengqiang Xu, Fengqi Li

Comput. Commun., 2026

2025

DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior.

Yanqi Cheng, Chun-Wun Cheng, Jim Denholm, Thiago Lima, Javier A. Montoya-Zegarra, Richard Goodwin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, November, 2025

Deep Spectral Prior.

Yanqi Cheng, Tieyong Zeng, Pietro Lio, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, May, 2025

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. Avilés-Rivero

CoRR, March, 2025

TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation.

Zhongying Deng, Yanqi Cheng, Lihao Liu, Shujun Wang, Rihuan Ke, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

IEEE Trans. Intell. Transp. Syst., February, 2025

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. Avilés-Rivero

Trans. Mach. Learn. Res., 2025

Deep Block Proximal Linearized Minimization Algorithm for Nonconvex Inverse Problems.

Chaoyan Huang, Zhongming Wu, Yanqi Cheng, Tieyong Zeng, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

SIAM J. Math. Data Sci., 2025

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. Avilés-Rivero

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation.

Chun-Wun Cheng, Yining Zhao, Yanqi Cheng, Javier A. Montoya-Zegarra, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Enhanced Deadbeat Control-Model Predictive Control Strategy of Grid-Connected Power Converters With LCL Filter.

Bingtao Zhang, Weimin Wu, Yanqi Cheng, Ning Gao, Jianming Chen, Eftichios Koutroulis, Henry Shu-Hung Chung, Marco Liserre, Frede Blaabjerg

IEEE Trans. Ind. Electron., December, 2024

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. Avilés-Rivero

Trans. Mach. Learn. Res., 2024

Zero-Sequence Voltage Injection-Based Grid Impedance Estimation Method for Three-Phase Four-Wire DC/AC Grid-Connected Inverter.

Yanqi Cheng, Weimin Wu, Yong Yang, Eftichios Koutroulis, Henry Shu-Hung Chung, Marco Liserre, Frede Blaabjerg

IEEE Trans. Ind. Electron., 2024

You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors.

Yanqi Cheng, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2024

Deep Block Proximal Linearised Minimisation Algorithm for Non-convex Inverse Problems.

Chaoyan Huang, Zhongming Wu, Yanqi Cheng, Tieyong Zeng, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2024

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 I. Avilés-Rivero

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation.

Lipei Zhang, Yanqi Cheng, Lihao Liu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

2023

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 I. Avilés-Rivero

CoRR, 2023

TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations.

Zhenda Shen, Yanqi Cheng, Raymond H. Chan, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2023

Traffic Video Object Detection using Motion Prior.

Lihao Liu, Yanqi Cheng, Dongdong Chen, Jing He, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2023

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. Avilés-Rivero

Proceedings of the Trustworthy Machine Learning for Healthcare, 2023

2020

Using Kalman Filter to Achieve Online Estimation of Equivalent Grid Impedance and High Bandwidth Control for LCL-Filtered Grid-tied Inverters.

Yanqi Cheng, Weimin Wu, Henry S. H. Chung, Frede Blaabjerg, Eftichios Koutroulis, Lixun Zhu

Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020