Fengmao Lv

About Fengmao Lv

Fengmao Lv, With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Southwestern University of Finance and Economics, specializes in the field of Multimodal Machine Learning, Transfer Learning, Computer Vision, Natural Language Processing, Sentiment Analysis.

His recent articles reflect a diverse array of research interests and contributions to the field:

Transferring Multi-Modal Domain Knowledge to Uni-Modal Domain for Urban Scene Segmentation

Co‐Occurring Extremes of Fine Particulate Matter (PM2.5) and Ground‐Level Ozone in the Summer of Southern China

Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data

Source-free domain adaptation with unrestricted source hypothesis

Learning cross-domain semantic-visual relationships for transductive zero-shot learning

Semantic consistent embedding for domain adaptive zero-shot learning

IMUFS: complementary and consensus learning-based incomplete multi-view unsupervised feature selection

Fengmao Lv Information

University

Position

School of Statistics

Citations(all)

1164

Citations(since 2020)

1110

Cited By

290

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

24

i10Index(since 2020)

24

Email

University Profile Page

Southwestern University of Finance and Economics

Google Scholar

View Google Scholar Profile

Fengmao Lv Skills & Research Interests

Multimodal Machine Learning

Transfer Learning

Computer Vision

Natural Language Processing

Sentiment Analysis

Top articles of Fengmao Lv

Title

Journal

Author(s)

Publication Date

Transferring Multi-Modal Domain Knowledge to Uni-Modal Domain for Urban Scene Segmentation

IEEE Transactions on Intelligent Transportation Systems

Peng Liu

Yanqi Ge

Lixin Duan

Wen Li

Haonan Luo

...

2024/4/10

Co‐Occurring Extremes of Fine Particulate Matter (PM2.5) and Ground‐Level Ozone in the Summer of Southern China

Geophysical Research Letters

Yan Lyu

Haonan Wu

Xiaoran Liu

Fuliang Han

Fengmao Lv

...

2024/1/28

Colorectal Polyp Segmentation in the Deep Learning Era: A Comprehensive Survey

Zhenyu Wu

Fengmao Lv

Chenglizhao Chen

Aimin Hao

Shuo Li

2024/1/22

Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data

arXiv preprint arXiv:2401.10549

Yanyong Huang

Zongxin Shen

Tianrui Li

Fengmao Lv

2024/1/19

Source-free domain adaptation with unrestricted source hypothesis

Pattern Recognition

Jiujun He

Liang Wu

Chaofan Tao

Fengmao Lv

2024/1/8

Learning cross-domain semantic-visual relationships for transductive zero-shot learning

Pattern Recognition

Fengmao Lv

Jianyang Zhang

Guowu Yang

Lei Feng

Yufeng Yu

...

2023/9/1

Semantic consistent embedding for domain adaptive zero-shot learning

IEEE Transactions on Image Processing

Jianyang Zhang

Guowu Yang

Ping Hu

Guosheng Lin

Fengmao Lv

2023/7/13

IMUFS: complementary and consensus learning-based incomplete multi-view unsupervised feature selection

IEEE Transactions on Knowledge and Data Engineering

Yanyong Huang

Zongxin Shen

Yuxin Cai

Xiuwen Yi

Dongjie Wang

...

2023/4/12

Self-training vision language BERTs with a unified conditional model

IEEE Transactions on Circuits and Systems for Video Technology

Xiaofeng Yang

Fengmao Lv

Fayao Liu

Guosheng Lin

2023/1/10

Expanding large pre-trained unimodal models with multimodal information injection for image-text multimodal classification

Tao Liang

Guosheng Lin

Mingyang Wan

Tianrui Li

Guojun Ma

...

2022

Progressive multigranularity information propagation for coupled aspect-opinion extraction

IEEE Transactions on Neural Networks and Learning Systems

Fengmao Lv

Tao Liang

Zhihui Fei

Wenya Wang

2022/10/28

Partial label learning with semantic label representations

Shuo He

Lei Feng

Fengmao Lv

Wen Li

Guowu Yang

2022/8/14

Spatiotemporal variations of air pollutants and ozone prediction using machine learning algorithms in the Beijing-Tianjin-Hebei region from 2014 to 2021

Environmental Pollution

Yan Lyu

Qinru Ju

Fengmao Lv

Jialiang Feng

Xiaobing Pang

...

2022/5/5

Multi-category classification with label noise by robust binary loss

Neurocomputing

Defu Liu

Jiayi Zhao

Jinzhao Wu

Guowu Yang

Fengmao Lv

2022/4/14

Incorporating multiple cluster centers for multi-label learning

Information Sciences

Senlin Shu

Fengmao Lv

Yan Yan

Li Li

Shuo He

...

2022/1/3

Curriculum knowledge distillation for emoji-supervised cross-lingual sentiment analysis

Jianyang Zhang

Tao Liang

Mingyang Wan

Guowu Yang

Fengmao Lv

2022/12

Long short‐term memory on abstract syntax tree for SQL injection detection

IET Software

Z Zhuo

T Cai

X Zhang

F Lv

2021/4

Attention is not enough: mitigating the distribution discrepancy in asynchronous multimodal sequence fusion

Tao Liang

Guosheng Lin

Lei Feng

Yan Zhang

Fengmao Lv

2021

Adaptive graph-based generalized regression model for unsupervised feature selection

Knowledge-Based Systems

Yanyong Huang

Zongxin Shen

Fuxu Cai

Tianrui Li

Fengmao Lv

2021/9/5

Progressive modality reinforcement for human multimodal emotion recognition from unaligned multimodal sequences

Fengmao Lv

Xiang Chen

Yanyong Huang

Lixin Duan

Guosheng Lin

2021

See List of Professors in Fengmao Lv University(Southwestern University of Finance and Economics)

Co-Authors

H-index: 75
Jun Zhu

Jun Zhu

Tsinghua University

H-index: 49
Sinno Jialin Pan

Sinno Jialin Pan

Nanyang Technological University

H-index: 44
Guosheng Lin

Guosheng Lin

Nanyang Technological University

H-index: 43
Wen Li

Wen Li

University of Electronic Science and Technology of China

H-index: 36
Lixin Duan

Lixin Duan

University of Electronic Science and Technology of China

H-index: 32
Yuhong Yang

Yuhong Yang

University of Minnesota-Twin Cities

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