Shaoning Zeng

69 papers A* 1A 2C 1Journal 58Unranked 7
YearRankTypeTitle / Venue / Authors
2026 — conf
H-MEM: Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents.
EACL (Volume 1: Long Papers)
Haoran Sun, Shaoning Zeng, Bob Zhang
2026 A* conf
SD-PSFNet: Sequential and Dynamic Point Spread Function Network for Image Deraining.
AAAI
Jiayu Wang, Haoyu Bian, Haoran Sun, Shaoning Zeng
2026 J jnl
Smile: enhancing low-light images in lightweight networks via exposure-aware non-reference losses.
Multim. Syst.
Annicet Razafindratovolahy, Yunbo Rao, Shaoning Zeng, Linda Delali Fiasam, Junmin Xue, Collins Sey
2025 J jnl
A Novel Self-Evolution Framework for Large Language Models.
CoRR
Haoran Sun, Zekun Zhang, Shaoning Zeng
2025 J jnl
An Uncertainty-Driven Adaptive Self-Alignment Framework for Large Language Models.
CoRR
Haoran Sun, Zekun Zhang, Shaoning Zeng
2025 J jnl
DatasetAgent: A Novel Multi-Agent System for Auto-Constructing Datasets from Real-World Images.
CoRR
Haoran Sun, Haoyu Bian, Shaoning Zeng, Yunbo Rao, Xu Xu, Lin Mei, Jianping Gou
2025 J jnl
Hierarchical Memory for High-Efficiency Long-Term Reasoning in LLM Agents.
CoRR
Haoran Sun, Shaoning Zeng
2025 J jnl
Introspection of Thought Helps AI Agents.
CoRR
Haoran Sun, Shaoning Zeng
2025 J jnl
MID-LLM: Enhancing Medical Image Diagnostics With LLMs in a Blockchain AI Framework.
IEEE Internet Things J.
Rajesh Kumar, Yunbo Rao, Jay Kumar, Cobbinah Bernard Mawuli, Waqar Ali, Shaoning Zeng
2025 J jnl
Pre-trained SAM as data augmentation for image segmentation.
CAAI Trans. Intell. Technol.
Junjun Wu, Yunbo Rao, Shaoning Zeng, Bob Zhang
2025 J jnl
Preference-Aware Memory Update for Long-Term LLM Agents.
CoRR
Haoran Sun, Zekun Zhang, Shaoning Zeng
2025 J jnl
Privacy-preserving federated transfer learning for enhanced liver lesion segmentation in PET-CT imaging.
Artif. Intell. Medicine
Rajesh Kumar, Shaoning Zeng, Jay Kumar, Zakria, Xinfeng Mao
2025 J jnl
SD-PSFNet: Sequential and Dynamic Point Spread Function Network for Image Deraining.
CoRR
Jiayu Wang, Haoyu Bian, Haoran Sun, Shaoning Zeng
2025 J jnl
U-net of joint spatial domains with multi-scale atrous convolution for rectal image segmentation.
Multim. Tools Appl.
Yunbo Rao, Li Gao, Shaoning Zeng, Tingting Shao, Jihong Sun
2025 — conf
VSLCG-U: A UNet-Based Model with Mamba Gated Connections for Dinosaur Footprint Segmentation.
ICONIP (2)
Yinghao Cai, Shaoning Zeng, Jianhang Zhou
2024 J jnl
A dual path encoder-decoder network for placental vessel segmentation in fetoscopic surgery.
KSII Trans. Internet Inf. Syst.
Yunbo Rao, Tian Tan, Shaoning Zeng, Zhanglin Cheng, Jihong Sun
2024 J jnl
Fuzzy Graph Subspace Convolutional Network.
IEEE Trans. Neural Networks Learn. Syst.
Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang
2024 J jnl
Hierarchical Threshold Pruning Based on Uniform Response Criterion.
IEEE Trans. Neural Networks Learn. Syst.
Yaguan Qian, Zhiqiang He, Yuqi Wang, Bin Wang, Xiang Ling, Zhaoquan Gu, Haijiang Wang, Shaoning Zeng, Wassim Swaileh
2024 J jnl
Latent Linear Discriminant Analysis for feature extraction via Isometric Structural Learning.
Pattern Recognit.
Jianhang Zhou, Qi Zhang, Shaoning Zeng, Bob Zhang, Leyuan Fang
2024 J jnl
Multi-session aware hypergraph neural network for session-based recommendation.
Multim. Tools Appl.
Yunbo Rao, Tongze Mu, Shaoning Zeng, Junming Xue, Jinhua Liu
2024 J jnl
Privacy-preserving blockchain-based federated learning for brain tumor segmentation.
Comput. Biol. Medicine
Rajesh Kumar, Bernard Mawuli Cobbinah, Aman Ullah, Riaz Ullah Khan, Jay Kumar, Delanyo Kwame Bensah Kulevome, Yunbo Rao, Shaoning Zeng
2024 J jnl
Probabilistic Nuclear-Norm Matrix Regression Regularized by Random Graph Theory.
IEEE Trans. Emerg. Top. Comput. Intell.
Jianhang Zhou, Shuyi Li, Shaoning Zeng, Bob Zhang
2024 J jnl
Robust meter reading detection via differentiable binarization.
Appl. Intell.
Yunbo Rao, Hangrui Guo, Dalang Liu, Shaoning Zeng
2023 J jnl
COVID-19 CT ground-glass opacity segmentation based on attention mechanism threshold.
Biomed. Signal Process. Control.
Yunbo Rao, Qingsong Lv, Shaoning Zeng, Yuling Yi, Cheng Huang, Yun Gao, Zhanglin Cheng, Jihong Sun
2023 J jnl
Consensus Sparsity: Multi-Context Sparse Image Representation via L
IEEE Trans. Image Process.
Jianhang Zhou, Bob Zhang, Shaoning Zeng
2023 J jnl
Deep hashing via multi-scale and multi-directional pooling for image retrieval.
Int. J. Mach. Learn. Cybern.
Yunbo Rao, Wang Zhou, Shaoning Zeng, Junmin Xue
2023 J jnl
Dual Projective Zero-Shot Learning Using Text Descriptions.
ACM Trans. Multim. Comput. Commun. Appl.
Yunbo Rao, Ziqiang Yang, Shaoning Zeng, Qifeng Wang, Jiansu Pu
2023 J jnl
Joint Augmented and Compressed Dictionaries for Robust Image Classification.
ACM Trans. Multim. Comput. Commun. Appl.
Shaoning Zeng, Yunbo Rao, Bob Zhang, Yong Xu
2023 J jnl
Learning salient self-representation for image recognition via orthogonal transformation.
Expert Syst. Appl.
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2023 J jnl
Learning with Euler Collaborative Representation for Robust Pattern Analysis.
ACM Trans. Intell. Syst. Technol.
Jianhang Zhou, Guan-Cheng Wang, Shaoning Zeng, Bob Zhang
2023 J jnl
Locality-constrained weighted collaborative-competitive representation for classification.
Int. J. Mach. Learn. Cybern.
Jianping Gou, Xiangshuo Xiong, Hongwei Wu, Lan Du, Shaoning Zeng, Yunhao Yuan, Weihua Ou
2023 J jnl
Point completion by a Stack-Style Folding Network with multi-scaled graphical features.
IET Comput. Vis.
Yunbo Rao, Ping Xu, Shaoning Zeng, Jianping Gou
2022 J jnl
Blockchain and homomorphic encryption based privacy-preserving model aggregation for medical images.
Comput. Medical Imaging Graph.
Rajesh Kumar, Jay Kumar, Abdullah Aman Khan, Zakria, Hub Ali, Bernard Cobbinah Mawuli, Riaz Ullah Khan, Shaoning Zeng
2022 — conf
Filter Pruning via Feature Discrimination in Deep Neural Networks.
ECCV (21)
Zhiqiang He, Yaguan Qian, Yuqi Wang, Bin Wang, Xiaohui Guan, Zhaoquan Gu, Xiang Ling, Shaoning Zeng, Haijiang Wang, Wujie Zhou
2022 J jnl
Joint Discriminative Latent Subspace Learning for Image Classification.
IEEE Trans. Circuits Syst. Video Technol.
Jianhang Zhou, Bob Zhang, Shaoning Zeng, Qi Lai
2022 J jnl
Kernel nonnegative representation-based classifier.
Appl. Intell.
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2022 — conf
LeFUNet: UNet with Learnable Feature Connections for Teeth Identification and Segmentation in Dental Panoramic X-ray Images.
BIBM
Yunbo Rao, Obed Tettey Nartey, Shaoning Zeng, Kingsley Nketiah Acheampong, Charles Roland Haruna, Jianxun Sun
2022 J jnl
Regularization on Augmented Data to Diversify Sparse Representation for Robust Image Classification.
IEEE Trans. Cybern.
Shaoning Zeng, Bob Zhang, Jianping Gou, Yong Xu
2022 — conf
Robust Network Architecture Search via Feature Distortion Restraining.
ECCV (5)
Yaguan Qian, Shenghui Huang, Bin Wang, Xiang Ling, Xiaohui Guan, Zhaoquan Gu, Shaoning Zeng, Wujie Zhou, Haijiang Wang
2022 J jnl
Small-Scale Robust Digital Recognition of Meters Under Unstable and Complex Conditions.
IEEE Trans. Instrum. Meas.
Qingsong Lv, Yunbo Rao, Shaoning Zeng, Cheng Huang, Zhanglin Cheng
2022 J jnl
Visually imperceptible adversarial patch attacks.
Comput. Secur.
Yaguan Qian, Jiamin Wang, Haijiang Wang, Zhaoquan Gu, Bin Wang, Shaoning Zeng, Wassim Swaileh
2021 J jnl
Class mean-weighted discriminative collaborative representation for classification.
Int. J. Intell. Syst.
Jianping Gou, Jun Song, Lan Du, Shaoning Zeng, Yongzhao Zhan, Zhang Yi
2021 J jnl
Fast and Robust Dictionary-based Classification for Image Data.
ACM Trans. Knowl. Discov. Data
Shaoning Zeng, Bob Zhang, Jianping Gou, Yong Xu, Wei Huang
2021 A conf
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in Gans.
ICME
Shaoning Zeng, Bob Zhang
2021 J jnl
Sparsity-Induced Graph Convolutional Network for Semisupervised Learning.
IEEE Trans. Artif. Intell.
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2021 J jnl
Subspace-level dictionary fusion for robust multimedia classification.
Multim. Tools Appl.
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2021 J jnl
Towards Speeding up Adversarial Training in Latent Spaces.
CoRR
Yaguan Qian, Qiqi Shao, Tengteng Yao, Bin Wang, Shaoning Zeng, Zhaoquan Gu, Wassim Swaileh
2020 J jnl
A new discriminative collaborative representation-based classification method via l
Neural Comput. Appl.
Jianping Gou, Bing Hou, Yunhao Yuan, Weihua Ou, Shaoning Zeng
2020 J jnl
Double Competitive Constraints-Based Collaborative Representation for Pattern Classification.
Comput. Electr. Eng.
Jianping Gou, Hongwei Wu, Heping Song, Lan Du, Weihua Ou, Shaoning Zeng, Jia Ke
2020 J jnl
Dual sparse learning via data augmentation for robust facial image classification.
Int. J. Mach. Learn. Cybern.
Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou
2020 J jnl
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification.
Multim. Tools Appl.
Shaoning Zeng, Bob Zhang, Jianping Gou
2020 J jnl
Linear Representation-Based Methods for Image Classification: A Survey.
IEEE Access
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2020 J jnl
Noise Homogenization via Multi-Channel Wavelet Filtering for High-Fidelity Sample Generation in GANs.
CoRR
Shaoning Zeng, Bob Zhang
2020 J jnl
Two-stage knowledge transfer framework for image classification.
Pattern Recognit.
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2019 J jnl
A generalized mean distance-based
Expert Syst. Appl.
Jianping Gou, Hongxing Ma, Weihua Ou, Shaoning Zeng, Yunbo Rao, Hebiao Yang
2019 J jnl
Representation-based classification methods with enhanced linear reconstruction measures for face recognition.
Comput. Electr. Eng.
Jianping Gou, Jun Song, Weihua Ou, Shaoning Zeng, Yun-Hao Yuan, Lan Du
2019 J jnl
Robust collaborative representation-based classification via regularization of truncated total least squares.
Neural Comput. Appl.
Shaoning Zeng, Bob Zhang, Yuandong Lan, Jianping Gou
2019 A conf
Two-stage Image Classification Supervised by a Single Teacher Single Student Model.
BMVC
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2019 J jnl
Two-stage Image Classification Supervised by a Single Teacher Single Student Model.
CoRR
Jianhang Zhou, Shaoning Zeng, Bob Zhang
2018 C conf
Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification.
ACML
Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou
2018 J jnl
Deep Collaborative Weight-based Classification.
CoRR
Shaoning Zeng, Bob Zhang, Jianping Gou
2018 J jnl
Improving sparsity of coefficients for robust sparse and collaborative representation-based image classification.
Neural Comput. Appl.
Shaoning Zeng, Jianping Gou, Xiong Yang
2017 — conf
A new nearest neighbor classifier based on multi-harmonic mean distances.
SPAC
Hongxing Ma, Jianping Gou, Weihua Ou, Shaoning Zeng, Yunbo Rao, Hebiao Yang
2017 J jnl
An antinoise sparse representation method for robust face recognition via joint l
Expert Syst. Appl.
Shaoning Zeng, Jianping Gou, Lunman Deng
2017 — conf
Fusion of probabilistic collaborative and sparse representation for robust image classification.
SPAC
Zhangdan Chi, Shaoning Zeng, Jianping Gou
2017 J jnl
Multiplication fusion of sparse and collaborative representation for robust face recognition.
Multim. Tools Appl.
Shaoning Zeng, Xiong Yang, Jianping Gou
2017 J jnl
Sparse Coefficient-Based k-Nearest Neighbor Classification.
IEEE Access
Hongxing Ma, Jianping Gou, Xili Wang, Jia Ke, Shaoning Zeng
2016 J jnl
Integrating absolute distances in collaborative representation for robust image classification.
CAAI Trans. Intell. Technol.
Shaoning Zeng, Xiong Yang, Jianping Gou, Jiajun Wen
2016 J jnl
Weighted average integration of sparse representation and collaborative representation for robust face recognition.
Comput. Vis. Media
Shaoning Zeng, Yang Xiong