Yanqi Cheng

29 papers A* 1C 1Journal 24Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A framework for VLM-knowledge graph integration in complex long-horizon tasks.
Knowl. Based Syst.
Li Yin, Yanqi Cheng, Xuefeng Du, Ning Tong, Fengqiang Xu, Fengqi Li
2026 J jnl
CISF: Consensus-based Information Sharing Framework for robust consistency in UAVs swarm disaster response.
Comput. Commun.
Xuefeng Du, Yanqi Cheng, Li Yin, Ning Tong, Fengqiang Xu, Fengqi Li
2026 J jnl
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction.
IEEE Trans. Image Process.
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
2026 J jnl
ProSMA-UNet: Decoder Conditioning for Proximal-Sparse Skip Feature Selection.
CoRR
Chun-Wun Cheng, Yanqi Cheng, Peiyuan Jing, Guang Yang, Javier A. Montoya-Zegarra, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior.
CoRR
Yanqi Cheng, Chun-Wun Cheng, Jim Denholm, Thiago Lima, Javier A. Montoya-Zegarra, Richard Goodwin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
Deep Block Proximal Linearized Minimization Algorithm for Nonconvex Inverse Problems.
SIAM J. Math. Data Sci.
Chaoyan Huang, Zhongming Wu, Yanqi Cheng, Tieyong Zeng, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
Deep Spectral Prior.
CoRR
Yanqi Cheng, Tieyong Zeng, Pietro Lio, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
From Coarse to Continuous: Progressive Refinement Implicit Neural Representation for Motion-Robust Anisotropic MRI Reconstruction.
CoRR
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
2025 — conf
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation.
MICCAI (11)
Chun-Wun Cheng, Yining Zhao, Yanqi Cheng, Javier A. Montoya-Zegarra, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
Implicit U-KAN2.0: Dynamic, Efficient and Interpretable Medical Image Segmentation.
CoRR
Chun-Wun Cheng, Yining Zhao, Yanqi Cheng, Javier Montoya, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation.
IEEE Trans. Intell. Transp. Syst.
Zhongying Deng, Yanqi Cheng, Lihao Liu, Shujun Wang, Rihuan Ke, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2025 J jnl
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey.
Trans. Mach. Learn. Res.
Amer Essakine, Yanqi Cheng, Chun-Wun Cheng, Lipei Zhang, Zhongying Deng, Lei Zhu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 — conf
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation.
MICCAI (12)
Lipei Zhang, Yanqi Cheng, Lihao Liu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 J jnl
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation.
CoRR
Lipei Zhang, Yanqi Cheng, Lihao Liu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 J jnl
Deep Block Proximal Linearised Minimisation Algorithm for Non-convex Inverse Problems.
CoRR
Chaoyan Huang, Zhongming Wu, Yanqi Cheng, Tieyong Zeng, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 J jnl
Enhanced Deadbeat Control-Model Predictive Control Strategy of Grid-Connected Power Converters With LCL Filter.
IEEE Trans. Ind. Electron.
Bingtao Zhang, Weimin Wu, Yanqi Cheng, Ning Gao, Jianming Chen, Eftichios Koutroulis, Henry Shu-Hung Chung, Marco Liserre, Frede Blaabjerg
2024 J jnl
Single-Shot Plug-and-Play Methods for Inverse Problems.
Trans. Mach. Learn. Res.
Yanqi Cheng, Lipei Zhang, Zhenda Shen, Shujun Wang, Lequan Yu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 A* conf
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios.
ACM Multimedia
Lihao Liu, Yanqi Cheng, Zhongying Deng, Shujun Wang, Dongdong Chen, Xiaowei Hu, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 J jnl
Where Do We Stand with Implicit Neural Representations? A Technical and Performance Survey.
CoRR
Amer Essakine, Yanqi Cheng, Chun-Wun Cheng, Lipei Zhang, Zhongying Deng, Lei Zhu, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 J jnl
You KAN Do It in a Single Shot: Plug-and-Play Methods with Single-Instance Priors.
CoRR
Yanqi Cheng, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2024 J jnl
Zero-Sequence Voltage Injection-Based Grid Impedance Estimation Method for Three-Phase Four-Wire DC/AC Grid-Connected Inverter.
IEEE Trans. Ind. Electron.
Yanqi Cheng, Weimin Wu, Yong Yang, Eftichios Koutroulis, Henry Shu-Hung Chung, Marco Liserre, Frede Blaabjerg
2023 J jnl
Single-Shot Plug-and-Play Methods for Inverse Problems.
CoRR
Yanqi Cheng, Lipei Zhang, Zhenda Shen, Shujun Wang, Lequan Yu, Raymond H. Chan, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2023 J jnl
TRIDENT: The Nonlinear Trilogy for Implicit Neural Representations.
CoRR
Zhenda Shen, Yanqi Cheng, Raymond H. Chan, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2023 J jnl
Traffic Video Object Detection using Motion Prior.
CoRR
Lihao Liu, Yanqi Cheng, Dongdong Chen, Jing He, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2023 J jnl
TrafficMOT: A Challenging Dataset for Multi-Object Tracking in Complex Traffic Scenarios.
CoRR
Lihao Liu, Yanqi Cheng, Zhongying Deng, Shujun Wang, Dongdong Chen, Xiaowei Hu, Pietro Liò, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2023 — conf
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition Through the Lens of Robustness.
TML4H
Yanqi Cheng, Lihao Liu, Shujun Wang, Yueming Jin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2022 J jnl
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation.
CoRR
Zhongying Deng, Yanqi Cheng, Lihao Liu, Shujun Wang, Rihuan Ke, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2022 J jnl
Why Deep Surgical Models Fail?: Revisiting Surgical Action Triplet Recognition through the Lens of Robustness.
CoRR
Yanqi Cheng, Lihao Liu, Shujun Wang, Yueming Jin, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero
2020 C conf
Using Kalman Filter to Achieve Online Estimation of Equivalent Grid Impedance and High Bandwidth Control for LCL-Filtered Grid-tied Inverters.
IECON
Yanqi Cheng, Weimin Wu, Henry S. H. Chung, Frede Blaabjerg, Eftichios Koutroulis, Lixun Zhu