Shuhui Jiang


Email: shjiang0531 [AT] gmail [DOT] com, shjiang [AT] coe [DOT] neu  [DOT] edu


Biography

I am the third-year PhD student of school of Electrical and Computer Engineering, Northeastern University (Boston, USA). I am in SMILE lab, supervised by Prof. Yun (Raymond) Fu. (https://web.northeastern.edu/smilelab/)

I was research summer intern in Deep Learning group in Adobe in 2016. I am supervised by Zhaowen Wang, Hailin Jin and Aaron Hertzmann.

I received my Master degree from School of Electrical and Communication, Xi'an Jiaotong University (Xi'an, China) in 2014, supervised by Prof. Xueming Qian.

Research Interests:

Deep learning based application such as fashion/geo-tagged images retrieval/classification/recommendation.

Deep generative model, Style transfer;

Conferences: 

  1. Shuhui Jiang and Yun Fu, Fashion Style Generator, IJCAI 2017.
  2. Shuhui Jiang, Yue Wu, and Yun Fu, Deep Bi-directional Cross-triplet Embedding for Cross-Domain Clothing Retrieval, ACM Multimedia (MM), 2016
  3. Shuhui Jiang, Ming Shao, Chengcheng Jia, Yun Fu, "Consensus Style Centralizing Auto-encoder for Weak Style Classification". The thirtieth AAAI Conference on Artificial Intelligence (AAAI), 2016.
  4. Shuhui Jiang, Xueming Qian, Jialie Shen, “Travel Recommendation using Author Topic Model based Collaborative Filtering”, The twenty-first International Conference on MultiMedia Modeling (MMM), 2015.
  5. Yayun Ren, Xueming Qian*, and Shuhui Jiang, “Visual Summarization for Place-of-Interest by Social-Contextual Constrained Geo-clustering,” IEEE International Workshop on Multimedia Signal Processing (MMSP), 2015.
  6. Shuhui Jiang, Xueming Qian, Yao Xue, Fan Li and Xingsong Hou, “Generating Representative Images for Landmark by Discovering High Frequency Shooting Locations from Community-Contributed Photos”, IEEE International Conference on Multimedia and Expo (ICME), 2013.
  7. Shuhui Jiang, Xueming Qian, Tao Mei, Ke Lan, and Lei Zhang, “Mobile multimedia travelogue generation by exploring geo-locations and image tags”, In Proc. International Symposium on Circuits and Systems (ISCAS), 2013, pp.881-884.  

Journals: 

  1. Shuhui Jiang, Ming Shao, Chengcheng Jia and Yun Fu, "Consensus Style Centralizing Auto-encoder for Weak Style Classification", IEEE TPAMI, 2016, Major revision
  2. Shuhui Jiang, Yu Kong and Yun Fu, "Deep Geo-constrained Auto-Encoder for Non-Lankmark GPS Estimation", IEEE Transactions on Big Data, 2016, Major revision
  3. Shuhui Jiang, Yue Wu, Yun Fu, "Deep Bi-directional Cross-triplet Embedding for Online Clothing Shopping", ACM Transactions on Multimedia Computing Communications and Applications (TOMM), 2016, Major revision
  4. Shuhui Jiang, Xueming Qian, Tao Mei and Yun Fu, "Personalized Travel Sequence Recommendation on Multi-Source Big Social Media", IEEE Trans. on Big Data, 2016.
  5. Shuhui Jiang, Xueming Qian*, Jialie Shen, Yun Fu, and Tao Mei, “Author Topic Model-based Collaborative Filtering for Personalized POI Recommendations”, IEEE Trans. on Multimedia, 2015, vol.17, no.6,pp.907-918.
  6. Shuhui Jiang, Xueming Qian, “An Interest Region Resampling based Face Retrieval method”, Journal of Xi’an Jiaotong University, v 46, n 2, p 119-123, February 2012.

Patents: 

     Shuhui Jiang, Xueming Qian, Ke Lan, Jing Li and Fan Li, “Social Media User Multimedia Data Management”. NO. ZL 2001 1 0364974.4

Reviewer: 

       Journal: IEEE TNNLS, IEEE Transactions on Human-Machine Systems, Image and Vision Computing Journal, IEEE Transactions on Biomedical Circuits and Systems;

       Conference: ICMLA