Haoyuan Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 42

Top Topics

Attention Mechanism

Gaussian Process

Image Classification

Top Venues

Comput. Biol. Medicine

Pattern Recognit.

Publications

Haoyuan Chen, Xiaoqi Li, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
What can machine vision do for lymphatic histopathology image analysis: a comprehensive review. Artif. Intell. Rev. 57 (3) (2024)
Haoyuan Chen, Liang Liu, Jingwen Meng, Wanying Lu
AFC: An adaptive lossless floating-point compression algorithm in time series database. Inf. Sci. 654 (2024)
Yufei Han, Haoyuan Chen, Linwei Yao, Kuan Li, Jianping Yin
MAT-VIT: A Vision Transformer with MAE-Based Self-Supervised Auxiliary Task for Medical Image Classification. CSCWD (2024)
Haoyuan Chen, Yufei Han, Yanyi Li, Pin Xu, Kuan Li, Jianping Yin
MS-UNet: Swin Transformer U-Net with Multi-scale Nested Decoder for Medical Image Segmentation with Small Training Data. PRCV (13) (2023)
Lu Zou, Haoyuan Chen, Liang Ding
Representing Additive Gaussian Processes by Sparse Matrices. CoRR (2023)
Yanyi Li, Pin Xu, Haoyuan Chen, Yufei Han, Guojian Xiao, Kuan Li, Jianping Yin
Coordinated Reconstruction Dual-Branch Network for Low-Dose PET Reconstruction. NCTCS (2023)
Minghe Gao, Chen Li, Jingyu Zhang, Haoyuan Chen, Weiming Hu, Hechen Yang, Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li
Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model. BigData (2023)
Qianqing Nie, Chen Li, Jinzhu Yang, Yudong Yao, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Ao Chen, Haoyuan Chen, Weiming Hu, Rui Li, Jiawei Zhang, Danning Wang
OII-DS: A benchmark Oral Implant Image Dataset for object detection and image classification evaluation. Comput. Biol. Medicine 167 (2023)
Wanying Lu, Liang Liu, Wenbin Zhai, Haoyuan Chen, Yulei Liu
HBC: Combining Lossy and Lossless Hybrid Bilayer Compression Framework on Time-Series Data. ISPA/BDCloud/SocialCom/SustainCom (2023)
Zizhen Fan, Xiangchen Wu, Changzhong Li, Haoyuan Chen, Wanli Liu, Yuchao Zheng, Jing Chen, Xiaoyan Li, Hongzan Sun, Tao Jiang, Marcin Grzegorzek, Chen Li
CAM-VT: A Weakly supervised cervical cancer nest image identification approach using conjugated attention mechanism and visual transformer. Comput. Biol. Medicine 162 (2023)
Haoyuan Chen, Yufei Han, Pin Xu, Yanyi Li, Kuan Li, Jianping Yin
MS-UNet-v2: Adaptive Denoising Method and Training Strategy for Medical Image Segmentation with Small Training Data. CoRR (2023)
Weiming Hu, Haoyuan Chen, Wanli Liu, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek, Chen Li
A Comparative Study of Gastric Histopathology Sub-size Image Classification: from Linear Regression to Visual Transformer. CoRR (2022)
Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron. CoRR (2022)
Yufei Han, Haoyuan Chen, Pin Xu, Yanyi Li, Kuan Li, Jianping Yin
Hybrid Pre-training Based on Masked Autoencoders for Medical Image Segmentation. NCTCS (2022)
Liyu Shi, Xiaoyan Li, Weiming Hu, Haoyuan Chen, Jing Chen, Zizhen Fan, Minghe Gao, Yujie Jing, Guotao Lu, Deguo Ma, Zhiyu Ma, Qingtao Meng, Dechao Tang, Hongzan Sun, Marcin Grzegorzek, Shouliang Qi, Yueyang Teng, Chen Li
EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks. CoRR (2022)
Haoyuan Chen, Fei Ye, Yuankai Fan, Zhenying He, Yinan Jing, Kai Zhang, X. Sean Wang
Staged query graph generation based on answer type for question answering over knowledge base. Knowl. Based Syst. 253 (2022)
Haiqing Zhang, Chen Li, Shiliang Ai, Haoyuan Chen, Yuchao Zheng, Yixin Li, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
Application of Graph Based Features in Computer Aided Diagnosis for Histopathological Image Classification of Gastric Cancer. CoRR (2022)
Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Haiqing Zhang, Yixin Li, Hongzan Sun, Marcin Grzegorzek
Image Classification in Breast Histopathology Using Transfer and Ensemble Learning. ITIB (2022)
Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang, Haoyuan Chen, Wanli Liu, Yudong Yao, Hongzan Sun, Ning Xu, Xinyu Huang, Marcin Grzegorzek
EBHI: A New Enteroscope Biopsy Histopathological H&E Image Dataset for Image Classification Evaluation. CoRR (2022)
Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron. Pattern Recognit. 130 (2022)
Yuchao Zheng, Chen Li, Xiaomin Zhou, Haoyuan Chen, Hao Xu, Yixin Li, Haiqing Zhang, Xiaoyan Li, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology. CoRR (2022)
Yixin Li, Xinran Wu, Chen Li, Xiaoyan Li, Haoyuan Chen, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Yong Zhang, Tao Jiang
A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification. Appl. Intell. 52 (9) (2022)
Wanli Liu, Chen Li, Md Mamunur Rahaman, Tao Jiang, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers. Comput. Biol. Medicine 141 (2022)
Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Yong Zhang, Haoyuan Chen, Wanli Liu, Changhao Sun, Yudong Yao, Hongzan Sun, Marcin Grzegorzek
GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer. Comput. Biol. Medicine 142 (2022)
Zihan Liu, Haoyuan Chen, Yuanke Zhang, Jingyu Li
Financial fraud identification considering investor heterogeneous beliefs: Evidence from Chinese listed companies. ITQM (2022)
Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. Comput. Biol. Medicine 143 (2022)
Haoyuan Chen, Chen Li, Ge Wang, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection. Pattern Recognit. 130 (2022)
Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. CoRR (2022)
Haoyuan Chen, Liang Ding, Rui Tuo
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations. CoRR (2022)
Xiaoqi Li, Haoyuan Chen, Chen Li, Md Mamunur Rahaman, Xintong Li, Jian Wu, Xiaoyan Li, Hongzan Sun, Marcin Grzegorzek
What Can Machine Vision Do for Lymphatic Histopathology Image Analysis: A Comprehensive Review. CoRR (2022)
Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Marcin Grzegorzek
DVT: Application of Deep Visual Transformer in Cervical Cell Image Classification. ITIB (2022)
Haoyuan Chen, Liang Ding, Rui Tuo
Kernel Packet: An Exact and Scalable Algorithm for Gaussian Process Regression with Matérn Correlations. J. Mach. Learn. Res. 23 (2022)
Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek
Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers. CoRR (2021)
Haoyuan Chen, Chen Li, Xiaoyan Li, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification. CoRR (2021)
Ao Chen, Chen Li, Haoyuan Chen, Hechen Yang, Peng Zhao, Weiming Hu, Wanli Liu, Shuojia Zou, Marcin Grzegorzek
A Comparison for Anti-noise Robustness of Deep Learning Classification Methods on a Tiny Object Image Dataset: from Convolutional Neural Network to Visual Transformer and Performer. CoRR (2021)
Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Haoyuan Chen, Wanli Liu, Changhao Sun, Marcin Grzegorzek
A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer. CoRR (2021)
Zhichang Zhang, Zhenwen Zhang, Haoyuan Chen, Zhiman Zhang
A Joint Learning Framework With BERT for Spoken Language Understanding. IEEE Access 7 (2019)
Haoyuan Chen, Yali Fan, Jing Jiang, Xiang Chen
Mobility Prediction Based on POI-Clustered Data. MLICOM (2018)
Kening Zhu, Xiaojuan Ma, Haoyuan Chen, Miaoyin Liang
Tripartite Effects: Exploring Users' Mental Model of Mobile Gestures under the Influence of Operation, Handheld Posture, and Interaction Space. Int. J. Hum. Comput. Interact. 33 (6) (2017)
Antons Treikalis, André Merzky, Haoyuan Chen, Tai-Sung Lee, Darrin M. York, Shantenu Jha
RepEx: A Flexible Framework for Scalable Replica Exchange Molecular Dynamics Simulations. CoRR (2016)
Antons Treikalis, André Merzky, Haoyuan Chen, Tai-Sung Lee, Darrin M. York, Shantenu Jha
RepEx: A Flexible Framework for Scalable Replica Exchange Molecular Dynamics Simulations. ICPP (2016)
Emilio Gallicchio, Haoyuan Chen, He Chen, Michael Fitzgerald, Yang Gao, Peng He, Malathi Kalyanikar, Chuan Kao, Beidi Lu, Yijie Niu, Manasi A. Pethe, Jie Zhu, Ronald M. Levy
BEDAM binding free energy predictions for the SAMPL4 octa-acid host challenge. J. Comput. Aided Mol. Des. 29 (4) (2015)