lmc.hfut.edu.cn

Richang Hong

Professor

Hefei University of Technology, Hefei, China

hongrc at hfut dot edu dot cn

hongrc dot hfut at gmail

Dr. Richang Hong received his Ph.D. degrees in July 2008 from the University of Science and Technology of China (USTC). He worked as a research fellow with Prof. Chua Tat-Seng in School of Computing, National University of Singapore (NUS), until Dec. 2010. After that, Dr. Hong joined School of Computer and Information, Hefei University of Technology (HFUT) as a Professor. He visited Dr. Tao Mei (FIEEE) and Dr. Shipeng Li (FIEEE) in Microsoft Research Asia from Mar. to Sept. 2012 by "Star-Track" Program and visited Prof. Qi Tian (FIEEE) at University of Texas, San Antonio from Aug. to Nov. 2014. His current research interests include multimedia content analysis and social media. He has authored over 100 journal and conference papers in these areas and the Google Scholar citations for those papers is more than 10000. He served as editor of the IEEE Transactions on Big Data, ACM Transactions on Multimedia Computing and Its Applications, Information Sciences, Signal Processing and Neural Processing Letter, and the guest editors of several international journals, a steering committee member of MMM (international conference on multimedia modeling) conference series since 2019, and the technical program chairs of the 22th International conference on Multimedia Modeling 2016 and the 9th ACM International Conference on Internet Multimedia Computing and Services 2017. He served as area chairs of ACM Multimedia 2017,2018,2019, 2020 and a technical program committee member of over 20 prestigious international conferences, and a reviewer of over 20 prestigious international journals. He is a recipient of the Best Paper Award in ACM Multimedia 2010, Best Paper Award in ACM International Conf. on Multimedia Retrieval 2015 and Best Paper Honorable Mention Award of IEEE trans. Multimedia 2015. Dr. Hong is the CCF technical committee member on multimedia and the secretary of the ACM SIGMM China Chapter.

Selected Publications:

Hengtong Hu, Lingxi Xie, Richang Hong*, Qi Tian. Creating Something from Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing. IEEE CVPR 2020. [arxiv preprint]

Ling Shen, Richang Hong*, Haoran Zhang, Xinmei Tian, Meng Wang: Video Retrieval with Similarity-Preserving Deep Temporal Hashing. ACM TOMM 15(4): 109:1-109:16 (2020)

Richang Hong, Daqing Liu, Xiaoyu Mo, Xiangnan He, Hanwang Zhang:Learning to Compose and Reason with Language Tree Structures for Visual Grounding. IEEE Transactions on Pattern Analysis and Machine Intelligence. IEEE TPAMI 2019. [arxiv preprint]

Hantao Yao, Shiliang Zhang, Richang Hong, Yongdong Zhang, Changsheng Xu, Qi Tian: Deep Representation Learning With Part Loss for Person Re-Identification. IEEE Trans. Image Processing 28(6): 2860-2871 (2019)

Ling Shen, Richang Hong*, Haoran Zhang, Hanwang Zhang, Meng Wang: Single-shot Semantic Image Inpainting with Densely Connected Generative Networks. ACM Multimedia (MM) 2019: 1861-1869 (2019)

Fei Liu, Jing Liu, Zhiwei Fang, Richang Hong, Hanqing Lu: Densely Connected Attention Flow for Visual Question Answering. IJCAI 2019: 869-875

Jingkuan Song, Hanwang Zhang, Xiangpeng Li, Lianli Gao, Meng Wang, Richang Hong: Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder. IEEE Trans. Image Processing 27(7): 3210-3221 (2018)

Richang Hong, Chuan He, Yong Ge, Meng Wang, Xindong Wu: User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective. IEEE Trans. Knowl. Data Eng. 29(6): 1343-1356 (2017)

Richang Hong, Lei Li, Junjie Cai, Dapeng Tao, Meng Wang, Qi Tian: Coherent Semantic-Visual Indexing for Large-Scale Image Retrieval in the Cloud. IEEE Trans. Image Processing 26(9): 4128-4138 (2017)

Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, Tat-Seng Chua: Computational Social Indicators: A Case Study of Chinese University Ranking. ACM SIGIR 2017: 455-464

Richang Hong, Zhenzhen Hu, Ruxin Wang, Meng Wang, Dacheng Tao: Multi-View Object Retrieval via Multi-Scale Topic Models. IEEE Trans. Image Processing 25(12): 5814-5827 (2016)

Richang Hong, Yang Yang, Meng Wang, Xian-Sheng Hua: Learning Visual Semantic Relationships for Efficient Visual Retrieval. IEEE Trans. Big Data 1(4): 152-161 (2015)

Richang Hong, Zhenzhen Hu, Luoqi Liu, Meng Wang, Shuicheng Yan, Qi Tian: Understanding Blooming Human Groups in Social Networks. IEEE Trans. Multimedia 17(11): 1980-1988 (2015)

Yang Zhou, Bingbing Ni, Richang Hong, Meng Wang, Qi Tian: Interaction part mining: A mid-level approach for fine-grained action recognition. IEEE CVPR

Lingxi Xie, Richang Hong, Bo Zhang, Qi Tian: Image Classification and Retrieval are ONE. ACM ICMR 2015: 3-10 (Best Paper Award)

Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo and Tat-Seng Chua. Beyond Search: Event Driven Summarization for Web Videos. ACM trans. on Multimedia Computing, Communications, and Applications. 7(4):35, 2011.

Richang Hong, Meng Wang, Mengdi Xu, Shuicheng Yan, Tat-Seng Chua. Dynamic Caption: Video Accessibility Enhancement for Hearing Impairment. ACM Multimedia (MM) 2010. Florence, Italy. Full paper. (Best Paper Award)

Jinhui Tang, Shuicheng Yan, Richang Hong, Guo-Jun Qi and Tat-Seng Chua. Inferring Semantic Concepts from Community-Contributed Images and Noisy Tags. ACM Multimedia (MM) 2009. Full paper.

Richang Hong, Jinhui Tang, Hung-Khoon Tan, Shuicheng Yan, Chong-Wah Ngo, Tat-Seng Chua. Event Driven Summarization for Web Videos. The first SIGMM Workshop on Social Media, in Conjunction with ACM Multimedia 2009.

Tat-Seng Chua, Jinhui Tang, Richang Hong, Haojie Li, Zhiping Luo, Yantao Zheng. NUSWIDE:A Real-World Web Image Database from National University of Singapore. ACM Intl' Conference on Image and Video Retrieval (CIVR), Santorini, Greece,July 2009. (citations > 1600)

Partial Services:

Steering Committee:

International Conference on Multimedia Modeling (MMM, Springer), from 2019 ~

Editor:

IEEE Transactions on Big Data (IEEE TBD), from 2020 ~

ACM Transactions on Multimedia Computing and Its Applications (ACM TOMM), from 2020 ~

Neural Processing Letter, Springer from 2016 ~

Information Sciences, Elsevier from 2015 ~

Signal Processing, Elsevier from 2015 ~

IEEE Multimedia Magazine, from 2016 ~ 2020 (2 terms)

Guest Editor:

ACM Trans. Multimedia Computing, Communication and Its Applications (ACM TOMM). 2018

ACM Trans. Intelligent System and Technology (ACM TIST). 2013

Neurocomputing Special Issue on Learning from Social Media Network. 2012.

Machine Vision and Applications Special Issue on Contextual Vision Computing. 2012

Conference Organizer:

Parific-Rim Conference on Multimedia 2018. (TPC Co-Chair)

The 22th International Conference on Multimedia Modeling 2016. (TPC Co-Chair)

ACM International Conference on Internet Multimedia Computing and Service 2017. (TPC Co-Chair)

International Conference on Advances in Computing, Control and Telecommunication Technologies 2010. (TPC Co-Chair)

Program Committee:

ACM International Conference on Multimedia (ACM MM 2011, 2012, 2013, 2014,2015, 2016, AC from 2017, 2018, 2019, 2020 ~)

International Conference on Multimedia Modeling (MMM 2012, 2013, 2014, 2016).

ACM Int. Conf. on Internet Multimedia Computing and Service (ACM ICIMCS 2011, 2012, 2013, 2014).

Pacific-Rim Conference on Multimedia (PCM 2011, 2012, 2013, 2014)

IEEE International Conference on Multimedia & Expo (ICME 2011, 2012, 2013, 2014, 18,19,20)

ACM Special Interesting Group on Information Retrieval (ACM SIGIR 2010,16,17,18,19,20)

Reviewer:

IEEE trans. Image Processing from 2012

IEEE trans. Industrial Electronics from 2012

ACM trans. Intelligent System from 2012

IEEE trans. Multimedia from 2010

IEEE Multimedia Magazine from 2010

ACM trans. on Intelligent System from 2010

ACM trans. on Multimedia Computing, Communications, and Applications from 2009

IEEE trans. Systems, Man and Cybernetics Part: C from 2008

IEEE trans. Systems, Man and Cybernetics Part: B from 2009

IEEE trans. Circuits and Systems for Video Technology from 2009

Links:

Lab for Media Computing, Hefei University of Technology

Lab for Media Search, National University of Singapore

Video Research Group, City University of Hongkong