| 2025 | ICML | Pivoting Factorization: A Compact Meta Low-Rank Representation of Sparsity for Efficient Inference in Large Language Models. | Jialin Zhao, Yingtao Zhang, Carlo Vittorio Cannistraci |
| 2025 | ICML | Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks. | Jialin Zhao, Yingtao Zhang, Xinghang Li, Huaping Liu, Carlo Vittorio Cannistraci |
| 2024 | ICLR | Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning. | Yingtao Zhang, Jialin Zhao, Wenjing Wu, Alessandro Muscoloni, Carlo Vittorio Cannistraci |
| 2024 | ICLR | Plug-and-Play: An Efficient Post-training Pruning Method for Large Language Models. | Yingtao Zhang, Haoli Bai, Haokun Lin, Jialin Zhao, Lu Hou, Carlo Vittorio Cannistraci |
| 2021 | ACML | ExNN-SMOTE: Extended Natural Neighbors Based SMOTE to Deal with Imbalanced Data. | Hongjiao Guan, Bin Ma, Yingtao Zhang, Xianglong Tang |
| 2021 | DSAA | A Generalized Optimization Embedded Framework of Undersampling Ensembles for Imbalanced Classification. | Hongjiao Guan, Yingtao Zhang, Bin Ma, Jian Li, Chunpeng Wang |
| 2021 | ICANN | GUIS2Code: A Computer Vision Tool to Generate Code Automatically from Graphical User Interface Sketches. | Zhen Feng, Jiaqi Fang, Bo Cai, Yingtao Zhang |
| 2020 | ICPR | Semantic Segmentation of Breast Ultrasound Image with Pyramid Fuzzy Uncertainty Reduction and Direction Connectedness Feature. | Kuan Huang, Yingtao Zhang, Heng-Da Cheng, Ping Xing, Boyu Zhang |
| 2020 | ICPR | Breast Anatomy Enriched Tumor Saliency Estimation. | Fei Xu, Yingtao Zhang, Heng-Da Cheng, Jianrui Ding, Boyu Zhang, Chunping Ning, Ying Wang |
| 2018 | ICPR | Medical Knowledge Constrained Semantic Breast Ultrasound Image Segmentation. | Kuan Huang, Heng-Da Cheng, Yingtao Zhang, Boyu Zhang, Ping Xing, Chunping Ning |
| 2018 | ICPR | A Hybrid Framework for Tumor Saliency Estimation. | Fei Xu, Min Xian, Yingtao Zhang, Kuan Huang, Heng-Da Cheng, Boyu Zhang, Jianrui Ding, Chunping Ning, Ying Wang |
| 2016 | ICPR | WENN for individualized cleaning in imbalanced data. | Hongjiao Guan, Yingtao Zhang, Min Xian, Heng-Da Cheng, Xianglong Tang |
| 2016 | ICPR | EISeg: Effective interactive segmentation. | Min Xian, Fei Xu, Heng-Da Cheng, Yingtao Zhang, Jianrui Ding |
| 2016 | WACV | Unsupervised saliency estimation based on robust hypotheses. | Fei Xu, Min Xian, Heng-Da Cheng, Jianrui Ding, Yingtao Zhang |
| 2015 | ICIP | An algorithm based on LBPV and MIL for left atrial thrombi detection using transesophageal echocardiography. | Jianrui Ding, Min Xian, Heng-Da Cheng, Yingtao Zhang, Fei Xu |
| 2015 | ICIP | A saliency model for automated tumor detection in breast ultrasound images. | Haoyang Shao, Yingtao Zhang, Min Xian, Heng-Da Cheng, Fei Xu, Jianrui Ding |
| 2014 | ICPR | A Fully Automatic Breast Ultrasound Image Segmentation Approach Based on Neutro-Connectedness. | Min Xian, Heng-Da Cheng, Yingtao Zhang |
| 2013 | VCIP | An effective computer aided diagnosis system using B-Mode and color Doppler flow imaging for breast cancer. | Songbo Liu, Heng-Da Cheng, Yan Liu, Jianhua Huang, Yingtao Zhang, Xianglong Tang |
| 2012 | ICIP | Detecting of contrast over-enhancement. | Heng-Da Cheng, Yingtao Zhang |
| 2012 | ICIP | Multiple-domain knowledge based MRF model for tumor segmentation in breast ultrasound images. | Min Xian, Jianhua Huang, Yingtao Zhang, Xianglong Tang |
| 2010 | ICIP | A novel speckle reduction and contrast enhancement method based on fuzzy anisotropic diffusion. | Yingtao Zhang, Heng-Da Cheng, Jiawei Tian, Jianhua Huang |