TZ
Tieyong Zeng
cs.CVcs.LGcs.AIcs.NAeess.IVmath.NAmath.OCImage Processing, Computer-AssistedAlgorithmsMagnetic Resonance Imaging
On Valency
published · living versionsW_z6kedjqa·v1 · currentpublished
Softmax Routing Dynamics in Mixture-of-Experts Models: Collapse and Recovery
with Shengze Xu, Maolin Deng
1 version
Preprints & journals
131 papers in the corpus · 2009–2026De-Seg: Advancing OCTA segmentation with multi-scale feature fusion and edge refinement.42874448 · Song, Lexin, Chen, Guoqing, Wu, Boying et al.2026 · 0 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2026;136:102825
No One-Size-Fits-All Neurons: Task-Based Neurons for Artificial Neural Networks.42301827 · Fan, Feng-Lei, Wang, Meng, Dong, Hang-Cheng et al.2026 · 3 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(10):13759-13766
VCRE-Fib: View-Conditioned Regional Evidence for Fine-Grained Ultrasound Grading of Schistosoma japonicum-Associated Liver Fibrosis2609.32840v1 · Ziyang Xu, Shuli An, Hao Zhou et al.2026 · 0 citationsarXiv
More Programs or More Rolls? Separating Coverage from Specialization in LLM Harnesses2609.35873v1 · Ziyang Xu, Haitian Zhong, Hao Zhou et al.2026 · 0 citationsarXiv
Deep learning for precision grading of Schistosoma japonicum-induced liver fibrosis in ultrasound images.42764346 · Xu, Ziyang, Zhang, Jianfeng, Wu, Tingting et al.2026 · 0 citationsNature communications. 2026;17(1)
Adaptive Bregman Proximal Stochastic Gradient with a Stabilized Barzilai--Borwein Step Size2608.12009v1 · Chenhan Jin, Shengze Xu, Binghui Xie et al.2026 · 0 citationsarXiv
Toward Fine-Grained Forgetting:Attribute Unlearning for Multimodal Large Language Models2608.01008v2 · Junkai Lin, Junkai Chen, Siqi Hou et al.2026 · 0 citationsarXiv
Gradient-Refined Federated Learning on Head-Tail Imbalanced Data.41564080 · Wang, Yiwen, Zhang, Heye, Xu, Chenchu et al.2026 · 0 citationsIEEE transactions on neural networks and learning systems. 2026;37(8):3684-3699
Hyper-Compression: Model Compression via Hyperfunction.41824334 · Fan, Feng-Lei, Fan, Juntong, Wang, Dayang et al.2026 · 0 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(8):8813-8830
A Thresholding Based Operator-Splitting Method for Curvature-Regularized Surface Reconstruction2607.29584v2 · Yang Hu, Hao Liu, Dong Wang et al.2026 · 0 citationsarXiv
OrderDP: A Theoretically Guaranteed Lossless Dynamic Data Pruning Framework2606.08574v1 · Chenhan Jin, Shengze Xu, Qingsong Wang et al.2026 · 0 citationsInternational Conference on Learning Representations (ICLR), 2026
MSAFed: Generalized Multi-Stage and Adaptive Federated Learning for Test-Time Medical Segmentation.40956745 · Jin, Jiajie, Chen, Xuanmin, Ma, Liyan et al.2026 · 1 citationIEEE journal of biomedical and health informatics. 2026;30(4):3000-3012
Efficient Approximation to Analytic and functions by Height-Augmented ReLU Networks2603.11128v1 · ZeYu Li, FengLei Fan, TieYong Zeng2026 · 0 citationsarXiv
WebFactory: Automated Compression of Foundational Language Intelligence into Grounded Web Agents2603.05044v2 · Sicheng Fan, Qingyun Shi, Shengze Xu et al.2026 · 0 citationsarXiv
EcoGym: Evaluating LLMs for Long-Horizon Plan-and-Execute in Interactive Economies2602.09514v3 · Xavier Hu, Jinxiang Xia, Shengze Xu et al.2026 · 0 citationsarXiv
An Improved Boosted DC Algorithm for Nonsmooth Functions with Applications in Image Recovery2602.04237v1 · ZeYu Li, Te Qi, TieYong Zeng2026 · 0 citationsarXiv
Neural Network Approximation: A View from Polytope Decomposition2601.18264v1 · ZeYu Li, ShiJun Zhang, TieYong Zeng et al.2026 · 0 citationsarXiv
Frequency-spatial synergistic network for accelerated multi-contrast MRI reconstruction.41353925 · Li, Ke, Liang, Dong, Chen, Guoqing et al.2026 · 0 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2026;127:102682
One Neuron Saved is One Neuron Earned: On Parametric Efficiency of Quadratic Networks.40663670 · Fan, Feng-Lei, Dong, Hang-Cheng, Wu, Zhongming et al.2025 · 9 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;47(11):9702-9717
Riemannian Bilevel Optimization with Gradient Aggregation2510.15305v2 · Zhuo Chen, Xinjian Xu, Shihui Ying et al.2025 · 0 citationsarXiv
Deep Neural Networks Inspired by Differential Equations2510.09685v2 · Yongshuai Liu, Lianfang Wang, Kuilin Qin et al.2025 · 0 citationsarXiv
EatGAN: An Edge-Attention Guided Generative Adversarial Network for Single Image Super-Resolution2509.14550v2 · Penghao Rao, Tieyong Zeng2025 · 0 citationsarXiv
Towards Generic Abdominal Multi-Organ Segmentation with multiple partially labeled datasets.40902292 · Li, Xiang, Fang, Faming, Ma, Liyan et al.2025 · 0 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2025;125:102642
Large Language Model Evaluated Stand-alone Attention-Assisted Graph Neural Network with Spatial and Structural Information Interaction for Precise Endoscopic Image Segmentation2508.07028v1 · Juntong Fan, Shuyi Fan, Debesh Jha et al.2025 · 0 citationsarXiv
OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use2508.04482v1 · Xueyu Hu, Tao Xiong, Biao Yi et al.2025 · 7 citationsarXiv
High-Frequency Modulated Transformer for Multi-Contrast MRI Super-Resolution.40184282 · Li, Juncheng, Yang, Hanhui, Yi, Qiaosi et al.2025 · 13 citationsIEEE transactions on medical imaging. 2025;44(7):3089-3099
Deep Spectral Prior2505.19873v2 · Yanqi Cheng, Xuxiang Zhao, Tieyong Zeng et al.2025 · 0 citationsarXiv
EndoVLA: Dual-Phase Vision-Language-Action Model for Autonomous Tracking in Endoscopy2505.15206v1 · Chi Kit Ng, Long Bai, Guankun Wang et al.2025 · 2 citationsarXiv
Learning Cocoercive Conservative Denoisers via Helmholtz Decomposition for Poisson Inverse Problems2505.08909v2 · Deliang Wei, Peng Chen, Haobo Xu et al.2025 · 0 citationsarXiv
Quaternion Nuclear Norms Over Frobenius Norms Minimization for Robust Matrix Completion2504.21468v1 · Yu Guo, Guoqing Chen, Tieyong Zeng et al.2025 · 0 citationsarXiv
DGNN: A Neural PDE Solver Induced by Discontinuous Galerkin Methods2503.10021v2 · Guanyu Chen, Shengze Xu, Dong Ni et al.2025 · 0 citationsarXiv
Bridging multi-level gaps: Bidirectional reciprocal cycle framework for text-guided label-efficient segmentation in echocardiography.40073581 · Zhang, Zhenxuan, Zhang, Heye, Zeng, Tieyong et al.2025 · 17 citationsMedical image analysis. 2025;102:103536
SAB Net: A Semantic Attention Boosting Framework for Semantic Segmentation.35108208 · Ding, Xiaofeng, Shen, Chaomin, Zeng, Tieyong et al.2025 · 19 citationsIEEE transactions on neural networks and learning systems. 2025;36(3):4029-4041
Don't fear peculiar activation functions: EUAF and beyond.39987712 · Wang, Qianchao, Zhang, Shijun, Zeng, Dong et al.2025 · 2 citationsNeural networks : the official journal of the International Neural Network Society. 2025;186:107258
An Improved Optimal Proximal Gradient Algorithm for Non-Blind Image Deblurring2502.07602v1 · Qingsong Wang, Shengze Xu, Xiaojiao Tong et al.2025 · 0 citationsarXiv
Fast and Reliable Score-Based Generative Model for Parallel MRI.37991916 · Hou, Ruizhi, Li, Fang, Zeng, Tieyong2025 · 14 citationsIEEE transactions on neural networks and learning systems. 2025;36(1):953-966
Boosting Geometric Invariants for Discriminative Forensics of Large-Scale Generated Visual Content.41313713 · Qi, Shuren, Wang, Chao, Huang, Zhiqiu et al.2025 · 2 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2025;34:7959-7974
Rethink Deep Learning with Invariance in Data Representation2412.04858v1 · Shuren Qi, Fei Wang, Tieyong Zeng et al.2024 · 2 citationsarXiv
Retinal Vessel Segmentation via Neuron Programming2411.11110v1 · Tingting Wu, Ruyi Min, Peixuan Song et al.2024 · 0 citationsarXiv
FEFA: Frequency Enhanced Multi-Modal MRI Reconstruction With Deep Feature Alignment.39042545 · Chen, Xuanmin, Ma, Liyan, Ying, Shihui et al.2024 · 11 citationsIEEE journal of biomedical and health informatics. 2024;28(11):6751-6763
Super-resolving Real-world Image Illumination Enhancement: A New Dataset and A Conditional Diffusion Model2410.12961v1 · Yang Liu, Yaofang Liu, Jinshan Pan et al.2024 · 0 citationsarXiv
Redefining Temporal Modeling in Video Diffusion: The Vectorized Timestep Approach2410.03160v1 · Yaofang Liu, Yumeng Ren, Xiaodong Cun et al.2024 · 0 citationsarXiv
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework.37279121 · Wu, Tingting, Wu, Wenna, Yang, Ying et al.2024 · 23 citationsIEEE transactions on neural networks and learning systems. 2024;35(10):14559-14572
Quaternion Nuclear Norm minus Frobenius Norm Minimization for color image reconstruction2409.07797v1 · Yu Guo, Guoqing Chen, Tieyong Zeng et al.2024 · 40 citationsPattern Recognition, 2025, 158:110986
Inertial Proximal Difference-of-Convex Algorithm with Convergent Bregman Plug-and-Play for Nonconvex Imaging2409.03262v2 · Tsz Ching Chow, Chaoyan Huang, Zhongming Wu et al.2024 · 2 citationsarXiv
Deep Inertia Half-Quadratic Splitting Unrolling Network for Sparse View CT Reconstruction2408.06600v1 · Yu Guo, Caiying Wu, Yaxin Li et al.2024 · 1 citationIEEE Signal Processing Letters, 2024, 31:2030-2034
Deep Block Proximal Linearised Minimisation Algorithm for Non-convex Inverse Problems2406.02458v2 · Chaoyan Huang, Zhongming Wu, Yanqi Cheng et al.2024 · 0 citationsarXiv
EWT: Efficient Wavelet-Transformer for single image denoising.38761414 · Li, Juncheng, Cheng, Bodong, Chen, Ying et al.2024 · 97 citationsNeural networks : the official journal of the International Neural Network Society. 2024;177:106378
An inexact proximal MM method for a class of nonconvex composite image reconstruction models2403.17450v1 · Bujin Li, Shaohua Pan, Tieyong Zeng2024 · 0 citationsarXiv
MEF-UNet: An end-to-end ultrasound image segmentation algorithm based on multi-scale feature extraction and fusion.38513396 · Xu, Mengqi, Ma, Qianting, Zhang, Huajie et al.2024 · 63 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2024;114:102370
Career total: 389 works. 131 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.