Dongyu She

M.S. student

Nankai University

Brief Bio

I am a third-year M.S. student of CV Lab in College of Computer at Nankai University (NKU). I am supervised by Prof. Jufeng Yang. My research interests are primarily on computer vision and deep learning, especially visual sentiment analysis. During my research, I am very appreciate to work with Prof. Ming-Ming Cheng (Nankai University), Prof. Ming-Hsuan Yang (UC Merced), Prof. Paul L. Rosin and Prof. Yu-Kun Lai (Cardiff University).

Interests

Visual Sentiment Analysis
Object Recognition
Weakly Supervised Detection

Education

M.S. in Computer Science, 2016

College of Computer and Control Engineering
B.S. in Computer Science, 2012

College of Computer

News

2019.04 [Paper] One paper is accepted to Transactions on Multimedia Computing Communications and Applications (TOMM 2019)
2019.04 [Acitivity] I attend the VALSE 2019 at Hefei, China
2019.04 [Data] Chinese version paper available for TMM 2018
2019.01 [Data] Code available for TMM 2018 & IJCAI 2017
2018.11 [Award] I receive the National Scholarship for graduate students

Publications

Weakly Supervised Coupled Networks for Visual Sentiment Analysis

Jufeng Yang, Dongyu She, Yu-Kun Lai, Paul L. Rosin, Ming-Hsuan Yang

In CVPR, 2018

PDF Project Poster

Retrieving and Classifying Affective Images via Deep Metric Learning

Jufeng Yang, Dongyu She, Yu-Kun Lai, Ming-Hsuan Yang

In AAAI, 2018

PDF Slides

Visual Sentiment Prediction based on Automatic Discovery of Affective Regions

Jufeng Yang, Dongyu She, Ming Sun, Ming-Ming Cheng, Paul L. Rosin, Liang Wang

In TMM, 2018

PDF Project Poster Chinese ver

Deep Coordinated Textual and Visual Network for Sentiment-oriented Cross-modal Retrieval

Jiamei Fu, Dongyu She, Xingxu Yao, Yuxiang Zhang, Jufeng Yang

In PRICAI, 2018

PDF

Historical Context-based Style Classification of Painting Images via Label Distribution Learning

Jufeng Yang, Liyi Chen, Le Zhang, Xiaoxiao Sun, Dongyu She, Shao-Ping Lu, Ming-Ming Cheng

In ACM MM, 2018

PDF

Text Emotion Distribution Learning via Multi-Task Convolutional Neural Network

Yuxiang Zhang, Jiamei Fu, Dongyu She, Ying Zhang, Senzhang Wang, Jufeng Yang

In IJCAI, 2018

PDF

Joint Image Emotion Classification and Distribution Learning via Deep Convolutional Neural Network

Jufeng Yang, Dongyu She, Ming Sun

In IJCAI, 2017

PDF Project

Projects

Emotion Distribution Learning

A multi-task framework by jointly optimizing classification and distribution prediction.

Affective Region Discovery

Automatically discovery affective regions for visual sentiment analysis.

Weakly Supervised Coupled Network

Weakly supervised sentiment detection and classification.

Contact

sherry6656@163.com
sherleen6656_1
NO. 38 Tongyan Road, 13 # 428, Tianjin, China, 300350