王洪星，博士，2015年毕业于新加坡南洋理工大学
副教授，博士生/硕士生导师，招收博士/学硕/专硕，欢迎计算机/软件/信息/数学等相关专业学生通过推免/普招/硕博连读/直博等方式进组，长年接收本科生进组实习，Email:

---

Research Interests
计算机视觉，模式识别，机器学习
视频分析与理解，多媒体智能计算，人机协同学习

---

Books
[1] Hongxing Wang, Chaoqun Weng, Junsong Yuan, Visual Pattern Discovery and Recognition,Springer, 2017 [LINK]

---

Selected Grants as PI

[1] 国家自然科学基金面上项目：可扩展复杂数据的代表选择与模式主动学习研究，2020.01-2023.12，项目负责人
[2] 国家自然科学基金青年基金项目：基于特征融合与字典选择的代表模式发现研究，2017.01-2019.12，项目负责人
[3] 重庆市基础科学与前沿技术研究专项项目：结构化稀疏的视觉数据浓缩方法研究，2016.07-2019.06，项目负责人

---

Graduate Alumni
朱政（2018.09-2021.06）小米科技
姜建荣（2018.09-2021.06）TAL北京好未来

---

Selected Publications
[1] Hao Fu, Hongxing Wang, Self-attention binary neural tree for video summarization, Pattern Recognition Letters (PRL), 143:19-26, 2021

[2] Hao Fu, Hongxing Wang, Jianyu Yang, Video Summarization with a Dual Attention Capsule Network, in Proceedings of the International Conference on Pattern Recognition (ICPR'20), Milan, Italy (Virtual), 2020
[3] Zheng Zhu, Hongxing Wang, Deep Adversarial Active Learning With Model Uncertainty For Image Classification. in Proceedings of the IEEE Conference on Image Processing (ICIP'20), Abu Dhabi, United Arab Emirates (Virtual), 2020
[4] Jianrong Jiang, Hongxing Wang, Multi-Grained Selection and Fusion for Fine-Grained Image Representation, in Proceedings of IEEE International Joint Conference on Neural Network (IJCNN'20), Glasgow, UK (Virtual), 2020 (Oral Paper)
[5] Hongxing Wang, and Junsong Yuan, Representative Selection on a Hypersphere,IEEE Signal Processing Letters (SPL), 25(11): 1600-1664, 2018
[6] Jingjing Meng, Sucheng Wang, Hongxing Wang, Junsong Yuan, and Yap-Peng Tan, Video Summarization Via Multiview Representative Selection, IEEE Transactions on Image Processing (T-IP), 27(5): 2134-2145, 2018 (CCF-A)
[7] Hongxing Wang, Yoshinobu Kawahara, Chaoqun Weng, and Junsong Yuan, Representative Selection with Structured Sparsity, Pattern Recognition (PR), 63: 268-278, 2017
[8] Chaoqun Weng, Hongxing Wang, Junsong Yuan, and Xudong Jiang, Discovering Class Specific Spatial Layouts for Scene Recognition, IEEE Signal Processing Letters (SPL), 2017
[9] Jingjing Meng, Hongxing Wang, Junsong Yuan, and Yap-Peng Tan, From Keyframes to Key Objects: Video Summarization by Representative Object Proposal Selection, in Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR'16), Las Vegas, NV, USA, 2016 (CCF-A)
[10] Jianyu Yang, Hongxing Wang, Junsong Yuan, Youfu Li, and Jianyang Liu, Invariant multi-scale descriptor for shape representation, matching and Retrieval, Computer Vision and Image Understanding (CVIU), 145: 43-58, 2016
[11] Xiaohong Zhang, Ying Qu, Dan Yang, Hongxing Wang, and Jeff Kymer, Laplacian Scale Space Behavior of Planar Curve Corners, IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI), 37(11): 2207-2217, 2015 (CCF-A, CAS JCR-1)
[12] Hongxing Wang, and Junsong Yuan, Collaborative Multi-feature Fusion for Transductive Spectral Learning, IEEE Transactions on Cybernetics (T-CYB), 45(3): 466-475, 2015(CAS JCR-1)
[13] Hongxing Wang, Chaoqun Weng, and Junsong Yuan, Multi-feature Spectral Clustering with Minimax Optimization, in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR'14), Columbus, OH, USA, 2014 (CCF-A)
[14] Hongxing Wang, Junsong Yuan, and Ying Wu, Context-Aware Discovery of Visual Co-occurrence Patterns, IEEE Transactions on Image Processing (T-IP), 23(4): 1805-1819, 2014 (CCF-A)
[15] Hongxing Wang, Gangqiang Zhao, and Junsong Yuan, Visual Pattern Discovery in Image and Video Data: A Brief Survey, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (WIREs-DMKD), 4(1): 24-37, 2014
[16] Chaoqun Weng, Hongxing Wang, and Junsong Yuan, Hierarchical Sparse Coding based on Spatial Pooling and Multi-feature Fusion, in Proceedings of the IEEE Conference on Multimedia Expo (ICME'13), San Jose, USA, 2013
[17] Chaoqun Weng, Hongxing Wang, and Junsong Yuan, Learning Weighted Geometric Pooling for Image Classification, in Proceedings of the IEEE Conference on Image Processing (ICIP'13), Melbourne, Australia, 2013
[18] Hongxing Wang, Junsong Yuan, Yap-Peng Tan, Combining feature context and spatial context for image pattern discovery, in Proceedings of the IEEE International Conference on Data Mining (ICDM'11), Vancouver, Canada, 2011 (Regular Oral Paper)

---

Area Chair
IEEE International Conference on Multimedia & Expo (ICME), 2021

---

PC Member/Reviewer for Refereed Conferences

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017-2021
IEEE International Conference on Computer Vision (ICCV), 2017,2019
European Conference on Computer Vision (ECCV), 2018, 2020
ACM International Conference on Multimedia (ACM MM), 2018
AAAI Conference on Artificial Intelligence (AAAI), 2020, 2021
International Conference on Learning Representations (ICLR), 2022
IEEE International Conference on Multimedia & Expo (ICME), 2015-2021(Outstanding Reviewer Award, 2018)
IEEE Conference on Visual Communication and Image Processing (VCIP), 2012-2019

---

Reviewer for Refereed Journals
IEEE Transactions on Image Processing

IEEE Transactions on Cybernetics
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Multimedia
Pattern Recognition (Outstanding Reviewer Award, 2018)
Pattern Recognition Letters (Outstanding Reviewer Award, 2017)
Image and Vision Computing
Information Fusion

Journal of Visual Communication and Image Representation (Outstanding Reviewer Award, 2018)
The Visual Computer

---

TC Member

中国计算机学会计算机视觉专委会委员
中国自动化学会模式识别与机器智能专委会委员
中国人工智能学会模式识别专委会委员
中国图象图形学学会视觉大数据专委会委员

---

Selected Awards
重庆市科技进步一等奖，2018
IEEE ICME Outstanding Reviewer Award, 2018
重庆大学青年教师教学基本功比赛二等奖，2019
重庆大学大数据与软件学院青年教师教学基本功比赛一等奖，2017/2019
重庆大学新进教师微格优秀教学奖，2016
NTU Research Scholarship, 2010-2014
ICDM Student Travel Award, 2011




上一条： 高旻
下一条：夏晓峰