Zexin Lu

Sichuan University — China

Medicine · Health Sciences

14h-index918citations42works0.82yr avg
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Research Topics

Medical Imaging Techniques and Applications(22), Advanced X-ray and CT Imaging(16), Image and Signal Denoising Methods(8), Radiomics and Machine Learning in Medical Imaging(8), Radiation Dose and Imaging(6)

Publications42 total

AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
arXiv (Cornell University)·2025Open Access
FedRIR: Rethinking Information Representation in Federated Learning
2025· 2 citedOpen Access
FedRIR: Rethinking Information Representation in Federated Learning
arXiv (Cornell University)·2025Open Access
CPL-IQA: Blind Image Quality Assessment via Convolutional Prototype Learning
SSRN Electronic Journal·2025Open Access
AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning
2025Open Access
SMART: Self-supervised Learning for Metal Artifact Reduction in Computed Tomography Using Range Null Space Decomposition
IEEE Transactions on Medical Imaging·2025
PrideDiff: Physics-Regularized Generalized Diffusion Model for CT Reconstruction
IEEE Transactions on Radiation and Plasma Medical Sciences·2024· 4 cited
Trustworthy Hate Speech Detection Through Visual Augmentation
arXiv (Cornell University)·2024Open Access
Diversity-grounded Channel Prototypical Learning for Out-of-Distribution Intent Detection
arXiv (Cornell University)·2024· 1 citedOpen Access
Test-Time Adaptation via Orthogonal Meta-Learning for Medical Imaging
IEEE Transactions on Radiation and Plasma Medical Sciences·2024· 1 cited
KIF: Knowledge Identification and Fusion for Language Model Continual Learning
arXiv (Cornell University)·2024Open Access
Cpl-Iqa: Blind Image Quality Assessment Via Convolutional Prototype Learning
SSRN Electronic Journal·2024Open Access
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
2024· 2 citedOpen Access
Hypernetwork-Based Physics-Driven Personalized Federated Learning for CT Imaging
IEEE Transactions on Neural Networks and Learning Systems·2023· 33 cited
RegFormer: A Local–Nonlocal Regularization-Based Model for Sparse-View CT Reconstruction
IEEE Transactions on Radiation and Plasma Medical Sciences·2023· 29 citedOpen Access
Stay In The Middle: A Semi-Supervised Model for CT Metal Artifact Reduction
2023· 4 cited
Inter-slice Consistency for Unpaired Low-Dose CT Denoising Using Boosted Contrastive Learning
Lecture notes in computer science·2023· 5 cited
CO<sub>3</sub>Net: Coordinate-Aware Contrastive Competitive Neural Network for Palmprint Recognition
IEEE Transactions on Instrumentation and Measurement·2023· 33 cited
M<sub>3</sub>NAS: Multi-Scale and Multi-Level Memory-Efficient Neural Architecture Search for Low-Dose CT Denoising
IEEE Transactions on Medical Imaging·2022· 36 cited
Hypernetwork-based Personalized Federated Learning for Multi-Institutional CT Imaging
arXiv (Cornell University)·2022· 11 citedOpen Access
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Frequent Co-authors

Yi Zhang(30), Wenjun Xia(22), Yongqiang Huang(21), Ziyuan Yang(13), Hu Chen(12), Yan Liu(10), Jiliu Zhou(9), Jiliu Zhou(9), Tao Wang(6), Maosong Ran(5), Leyuan Fang(5), Hongming Shan(5), Hui Yu(4), Xiao-Ming Wu(4), Peng Bao(3), Huaiqiang Sun(3), Yan Liu(3), Mingzheng Hou(3), Yingyu Chen(3), Zhiwen Wang(3)