Hairong Lv

According to our database, Hairong Lv authored at least 43 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A transformer-based weakly supervised computational pathology method for clinical-grade diagnosis and molecular marker discovery of gliomas.

Rui Jiang, Xiaoxu Yin, Pengshuai Yang, Lingchao Cheng, Juan Hu, Jiao Yang, Ying Wang, Xiaodan Fu, Li Shang, Liling Li, Wei Lin, Huan Zhou, Fufeng Chen, Xuegong Zhang, Zhongliang Hu, Hairong Lv

Nat. Mac. Intell., 2024

Parse Trees Guided LLM Prompt Compression.

Wenhao Mao, Chengbin Hou, Tianyu Zhang, Xinyu Lin, Ke Tang, Hairong Lv

CoRR, 2024

Molecular Graph Representation Learning Integrating Large Language Models with Domain-specific Small Models.

Tianyu Zhang, Yuxiang Ren, Chengbin Hou, Hairong Lv, Xuegong Zhang

CoRR, 2024

Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs.

Tianyu Zhang, Chengbin Hou, Rui Jiang, Xuegong Zhang, Chenghu Zhou, Ke Tang, Hairong Lv

CoRR, 2024

2023

Building digital life systems for future biology and medicine.

Xuegong Zhang, Lei Wei, Rui Jiang, Xiaowo Wang, Jin Gu, Zhen Xie, Hairong Lv

Quant. Biol., September, 2023

A distributed joint extraction framework for sedimentological entities and relations with federated learning.

Tianheng Wang, Ling Zheng, Hairong Lv, Chenghu Zhou, Yunheng Shen, Qinjun Qiu, Yan Li, Pufan Li, Guorui Wang

Expert Syst. Appl., 2023

Federated Learning with Classifier Shift for Class Imbalance.

Yunheng Shen, Haoxiang Wang, Hairong Lv

CoRR, 2023

Fossil Image Identification using Deep Learning Ensembles of Data Augmented Multiviews.

Chengbin Hou, Xinyu Lin, Hanhui Huang, Sheng Xu, Junxuan Fan, Yukun Shi, Hairong Lv

CoRR, 2023

Learning to Decompose Visual Features with Latent Textual Prompts.

Feng Wang, Manling Li, Xudong Lin, Hairong Lv, Alexander G. Schwing, Heng Ji

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

AggEnhance: Aggregation Enhancement by Class Interior Points in Federated Learning with Non-IID Data.

Jinxiang Ou, Yunheng Shen, Feng Wang, Qiao Liu, Xuegong Zhang, Hairong Lv

ACM Trans. Intell. Syst. Technol., 2022

ChineseTR: A weakly supervised toponym recognition architecture based on automatic training data generator and deep neural network.

Qinjun Qiu, Zhong Xie, Shu Wang, Yunqiang Zhu, Hairong Lv, Kai Sun

Trans. GIS, 2022

Cell type annotation of single-cell chromatin accessibility data via supervised Bayesian embedding.

Xiaoyang Chen, Shengquan Chen, Shuang Song, Zijing Gao, Lin Hou, Xuegong Zhang, Hairong Lv, Rui Jiang

Nat. Mach. Intell., 2022

CS-CO: A Hybrid Self-Supervised Visual Representation Learning Method for H&E-stained Histopathological Images.

Pengshuai Yang, Xiaoxu Yin, Haiming Lu, Zhongliang Hu, Xuegong Zhang, Rui Jiang, Hairong Lv

Medical Image Anal., 2022

scGraph: a graph neural network-based approach to automatically identify cell types.

Qijin Yin, Qiao Liu, Zhuoran Fu, Wanwen Zeng, Boheng Zhang, Xuegong Zhang, Rui Jiang, Hairong Lv

Bioinform., 2022

Learning Extremely Lightweight and Robust Model with Differentiable Constraints on Sparsity and Condition Number.

Xian Wei, Yangyu Xu, Yanhui Huang, Hairong Lv, Hai Lan, Mingsong Chen, Xuan Tang

Proceedings of the Computer Vision - ECCV 2022, 2022

2021

cfDNApipe: a comprehensive quality control and analysis pipeline for cell-free DNA high-throughput sequencing data.

Wei Zhang, Lei Wei, Jiaqi Huang, Bixi Zhong, Jiaqi Li, Hanwen Xu, Shuying He, Yu Liu, Juhong Liu, Hairong Lv, Xiaowo Wang

Bioinform., November, 2021

DeepCAPE: A Deep Convolutional Neural Network for the Accurate Prediction of Enhancers.

Shengquan Chen, Mingxin Gan, Hairong Lv, Rui Jiang

Genom. Proteom. Bioinform., 2021

DISMIR: Deep learning-based noninvasive cancer detection by integrating DNA sequence and methylation information of individual cell-free DNA reads.

Jiaqi Li, Lei Wei, Xianglin Zhang, Wei Zhang, Haochen Wang, Bixi Zhong, Zhen Xie, Hairong Lv, Xiaowo Wang

Briefings Bioinform., 2021

Boost Neural Networks by Checkpoints.

Feng Wang, Guoyizhe Wei, Qiao Liu, Jinxiang Ou, Xian Wei, Hairong Lv

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Gradient Boosting Forest: a Two-Stage Ensemble Method Enabling Federated Learning of GBDTs.

Feng Wang, Jinxiang Ou, Hairong Lv

Proceedings of the Neural Information Processing - 28th International Conference, 2021

2019

DeepHistone: a deep learning approach to predicting histone modifications.

Qijin Yin, Mengmeng Wu, Qiao Liu, Hairong Lv, Rui Jiang

BMC Genom., 2019

Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN.

Ran Li, Xiangrui Zeng, Stephanie E. Sigmund, Ruogu Lin, Bo Zhou, Chang Liu, Kaiwen Wang, Rui Jiang, Zachary Freyberg, Hairong Lv, Min Xu

BMC Bioinform., 2019

hicGAN infers super resolution Hi-C data with generative adversarial networks.

Qiao Liu, Hairong Lv, Rui Jiang

Bioinform., 2019

Automatically Structuring on Chinese Ultrasound Report of Cerebrovascular Diseases via Natural Language Processing.

Pengyu Chen, Qiao Liu, Lan Wei, Beier Zhao, Yin Jia, Hairong Lv, Xiaolu Fei

IEEE Access, 2019

Blockchain-Based Incentive Announcement System for Internet of Vehicles.

Yang Yang, Jialiang Chen, Xianghan Zheng, Ximeng Liu, Wenzhong Guo, Hairong Lv

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Rule-Based Method to Develop Question-Answer Dataset from Chest X-Ray Reports.

Jie Wang, Hairong Lv, Rui Jiang, Zhen Xie

Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Liver Histopathological Image Retrieval Based on Deep Metric Learning.

Pengshuai Yang, Yupeng Zhai, Lin Li, Hairong Lv, Jigang Wang, Chengzhan Zhu, Rui Jiang

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

2012

Selling the Smart Grid-Part 2: How Consumers Will Interact with the Smart Grid.

Yu Yuan, Roger Chang, Hairong Lv, Wen Jun Yin, Shun Xiang Yang

IEEE Consumer Electron. Mag., 2012

Selling the Smart Grid - Part 1: Why Consumers Must Buy In for the Smart Grid to Succeed.

Roger Chang, Yu Yuan, Hairong Lv, Wen Jun Yin, Shun Xiang Yang

IEEE Consumer Electron. Mag., 2012

2010

Multi-index and self-approximate-optimal operation for a smart electrical power grid.

Guangyu He, Yingyun Sun, Qiang Lu, T. Li, Hairong Lv, Wen Jun Yin, J. Dong

IBM J. Res. Dev., 2010

Off-Line Signature Verification Using Graphical Model.

Hairong Lv, Xinxin Bai, Wen Jun Yin, Jin Dong

Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009

Distribution maintenance scheduling using ant colony algorithm (ACA).

Wenjun Yin, Hairong Lv, Feng Jin, Jin Dong, Liying Shangguan

Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009

Customer clustering using semi-supervised geographic information.

Zhonglin Lin, Gang Chen, Xinxin Bai, Hairong Lv, Wenjun Yin, Jin Dong

Proceedings of the 2009 IEEE/INFORMS International Conference on Service Operations, 2009

Off-line signature verification based on deformable grid partition and Hidden Markov Models.

Hairong Lv, Wen Jun Yin, Jin Dong

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008

Comments on "An analytical algorithm for generalized low-rank approximations of matrices".

Yafeng Hu, Hairong Lv, Xianda Zhang

Pattern Recognit., 2008

Simulation based sales forecasting on retail small stores.

Hairong Lv, Xinxin Bai, Wen Jun Yin, Jin Dong

Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Emotion recognition based on pressure sensor keyboards.

Hairong Lv, Zhonglin Lin, Wen Jun Yin, Jin Dong

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Data Model Design of Strategic Analysis Services for Specific Customer Oriented Industries.

Xinxin Bai, Minghua Zhu, Longjun Cai, Wen Jun Yin, Jin Dong, Hairong Lv

Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008

2007

One-Sided Fuzzy SVM Based on Sphere for Imbalanced Data Sets Learning.

Hui Han, Binghuan Mao, Hairong Lv, Qing Zhuo, Wenyuan Wang

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007

2006

Handwritten Digit Recognition Using Low Rank Approximation Based Competitive Neural Network.

Yafeng Hu, Feng Zhu, Hairong Lv, Xianda Zhang

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

On-Line Signature Verification Based on Dynamic Bayesian Network.

Hairong Lv, Wenyuan Wang

Proceedings of the Advances in Natural Computation, Second International Conference, 2006

2005

Off-line Chinese signature verification based on support vector machines.

Hairong Lv, Wenyuan Wang, Chong Wang, Qing Zhuo

Pattern Recognit. Lett., 2005

Handwritten Digit Recognition with Kernel-Based LVQ Classifier in Input Space.

Hairong Lv, Wenyuan Wang

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005