基本信息科学研究
Introduction
Dr. Xiaoshuai Sun is an assistant professor of School of Computer Science and Technology, Harbin Institute of Technology, China. From Sep. 2015 to Dec. 2016, he has been working as a post-doc research fellow with Prof. Heng Tao Shen at School of Information Technology and Electrical Engineering, the University of Queensland, Australia. He received his doctoral degree from Harbin Institute of Technology in January 2015 under the supervision of Prof. Hongxun Yao. From September 2012 to June 2013, he worked as a research intern in Microsoft Research Asia (MSRA) mentored by Dr. Xin-Jing Wang. His current research interests include deep learning, computer vision and pattern recognition, multimedia content analysis and retrieval. He has published over 60 papers as the main author, and most of them have been published in reputed journals and top international conferences including IEEE TIP, PR, IEEE CVPR, AAAI, ACM Multimedia.

Google Site Homepage: https://sites.google.com/view/xssun

Working Experience

标题国外任职

职位,职务,职称Postdoctoral Research Fellow

工作地点,工作单位The University of Queensland

起讫时间2015.09-2016.12



标题国内任职

职位,职务,职称讲师

工作地点,工作单位哈尔滨工业大学 计算机科学与技术学院

起讫时间2016.09-至今



Awards

名称Excellent Ph.D Thesis Award of Harbin Institute of Technology

获奖时间2015.10

获奖地点,颁奖机构Harbin Institute of Technology



名称National Scholarship for Ph.D Student

获奖时间2012

获奖地点,颁奖机构Harbin Institute of Technology



名称Microsoft Fellowship

获奖时间2011.10

获奖地点,颁奖机构Microsoft Research Asia



名称Excellent Graduate of Heilongjiang Province

获奖时间2007

获奖地点,颁奖机构Department of Education of Heilongjiang Province


Research
Publications (Full List: Google Scholar, GitHub)
2019

Conference:

§ Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiangming Li, Xiaoshuai Sun*. Free VQA Models from Knowledge Inertia by Pairwise Inconformity Learning, AAAI 2019.

§ Yiyi Zhou, Rongrong Ji, Jinsong Su, Xiaoshuai Sun, Weiqiu Chen. Dynamic Capsule Attention for Visual Question Answering, AAAI 2019.

§ Mingbao Lin, Rongrong Ji, Hong Liu, Xiaoshuai Sun. Towards Optimal Discrete Online Hashing with Balanced Similarity, AAAI 2019.

§ Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun, et al. Dynamic Capsule Attention for Visual Question Answering, AAAI 2019.

2018

Journal:

§ Xuanhan Wang, Lianli Gao, Peng Wang, Xiaoshuai Sun, Xianglong Liu. "Two-stream 3d convnet fusion for action recognition in videos with arbitrary size and length". IEEE Transactions on Multimedia (TMM), 20(3): 634-644, 2018.

§ Wei Yu, Xiaoshuai Sun, Kuiyuan Yang, Yong Rui, Hongxun Yao. "Hierarchical semantic image matching using CNN feature pyramid". Computer Vision and Image Understanding (CVIU), vol. 169, pp. 40-51, 2018.

§ Cheng Pang, Hongxun Yao, Xiaoshuai Sun, Sicheng Zhao, Wei Yu, Rediscover flowers structurally. Multimedia Tools Appl. 77(7): 7851-7863, 2018.

§ Cheng Pang, Hongxun Yao, Xiaoshuai Sun, Sicheng Zhao, Yanhao Zhang, Exploring part-aware segmentation for fine-grained visual categorization. Multimedia Tools Appl. 77(23): 30291-30310, 2018.

§ Ying Zheng, Hongxun Yao, Xiaoshuai Sun, Sicheng Zhao, Fatih Porikli. "Distinctive action sketch for human action recognition". Signal Processing, vol.144, pp.323-332, 2018.

§ Wenlong Xie, Hongxun Yao, Sicheng Zhao, Xiaoshuai Sun, Tingting Han. "Event patches: Mining effective parts for event detection and understanding". Signal Processing, vol.149, pp.82-87, 2018.

Conference:

§ Fuhai Chen, Rongrong Ji, Xiaoshuai Sun, Yongjian Wu, Jinsong Su. "GroupCap: Group-based Image Captioning with Structured Relevance and Diversity Constraints". IEEE CVPR 2018. [CCF A]

§ Xiawu Zheng, Rongrong Ji, Xiaoshuai Sun, Yongjian Wu, Feiyue Huang, Yanhua Yang. "Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval". IJCAI 2018. [CCF A]

Before 2017

Journal:

§ Chao Li, Zi Huang, Yang Yang, Jiewei Cao, Xiaoshuai Sun, Heng Tao Shen. "Hierarchical Latent Concept Discovery for Video Event Detection". IEEE Transactions on Image Processing (TIP), 26(5): 2149-2162, 2017. [CCF A]

§ Tingting Han, Hongxun Yao, Chenliang Xu, Xiaoshuai Sun, Yanhao Zhang, Jason Corso. "Dancelets Mining for Video Recommendation Based on Dance Styles", IEEE Transactions on Multimedia (TMM), 19(4):712--724, 2017.

§ Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, and Xian-Ming Liu, “Towards Statistical Modeling of Saccadic Eye-movement and Visual Saliency”, IEEE Transactions on Image Processing (TIP), 23(11): 4649-4662 (2014). [CCF A] Code

§ Rongrong Ji, Hongxun Yao, Wei Liu, Xiaoshuai Sun, et al., “Task Dependent Visual Codebook Compression”, IEEE Transactions on Image Processing (TIP), 21(4): 2282-2293, 2012. [CCF A]

§ Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, et al., “Actor-Independent Action Retrieval Using Spatiotemporal Vocabulary with DTW Matching”, Pattern Recognition (PR), v.44, n.3, pp. 624—638, 2011.

Conference:

§ Xiaoshuai Sun, Zi Huang, Hongzhi Yin, Heng Tao Shen. "An Integrated Model for Effective Saliency Prediction". AAAI 2017. Oral [CCF A]

§ Xiaoshuai Sun, Jiewei Cao, Chao Li, Lei Zhu, Heng Tao Shen, "Web-based Semantic Fragment Discovery for On-line Lingual-Visual Similarity". AAAI 2017. [CCF A]

§ Jiewei Cao, Zi Huang, Peng Wang, Chao Li, Xiaoshuai Sun, Heng Tao Shen, "Quartet-net Learning for Visual Instance Retrieval", ACM Multimedia (ACM MM), 2016. [CCF A]

§ Tingting Han, Hongxun Yao, Xiaoshuai Sun, Yanhao Zhang, Sicheng Zhao, Xiusheng Lu, Yinghao Huang, Wenlong Xie, "Clustering of Dancelets: Towards Video Recommendation Based on Dance Styles", ACM Multimedia (ACM MM), 2015. [CCF A]

§ Sicheng Zhao, Yue Gao, Xiaolei Jiang, Hongxun Yao, Tat-Seng Chua, Xiaoshuai Sun. Exploring Principles-of-Art Features for Image Emotion Recognition. ACM Multimedia (ACM MM), 2014 [CCF A]

§ Xiaoshuai Sun, Xin-Jing Wang, Hongxun Yao, Lei Zhang, “Exploring Implicit Image Statistics for Visual Representativeness Modeling”, IEEE CVPR 2013. [CCF A]

§ Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, “What are we looking for: Towards statistical modeling of saccadic eye movement and visual saliency”, IEEE CVPR 2012 (Oral) [CCF A] Code

§ Xiaoshuai Sun, Hongxun Yao, “Memoriable Basis: Towards Human-Centralized Sparse Representation”, ACM Multimedia (ACM MM), 2012. [CCF A]

§ Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Xianming Liu, Pengfei Xu, “Unsupervised Fast Anomaly Detection in Crowds”, ACM Multimedia (ACM MM), 2011. [CCF A]

§ Sicheng Zhao, Hongxun Yao, Xiaoshuai Sun, “Video Indexing and Recommendation Based on Affective Analysis of Viewers”, ACM Multimedia (ACM MM), 2011. [CCF A]

§ Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun, et al., “Learning heterogeneous data for hierarchical web video classification”, ACM Multimedia (ACM MM), 2011. [CCF A]

§ Rongrong Ji, Hongxun Yao, Xiaoshuai Sun, et al. “Towards Semantic Embedding in Visual Vocabulary”, IEEE CVPR 2010 [CCF A]

§ Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Shaohui Liu. “Photo Assessment based on Computational Visual Attention Model”, ACM Multimedia (ACM MM), 2009. [CCF A]

§ Rongrong Ji, Xiaoshuai Sun, et al. “Attention-Driven Action Retrieval with DTW-based 3D Descriptor Matching”, ACM Multimedia (ACM MM), 2008. [CCF A]

§ Xianming Liu, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xiaoshuai Sun. “What is a Complete Set of Keywords for Image Description & Annotation on the Web”, ACM Multimedia (ACM MM), 2009. [CCF A]