Book Chapter
[B1] Shuhui Jiang and Yun Fu. "Style classification by Deep Learning", Deep Learning through Sparse and Low-Rank Modeling, Elsevier, 2017
Journals:
[J8] Shuhui Jiang, Zhengming Ding and Yun Fu, "Heterogeneous Recommendation via Deep Low-rank Sparse Collective Factorization", The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted, 2019.
[J7] Shuhui Jiang, Haiyi Mao and Yun Fu, "Deep Decision Tree Transfer Boosting" (TNNLS), Accepted, 2019.
[J6] 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), Accepted, 2018.
[J5] Shuhui Jiang, Yu Kong and Yun Fu, "Deep Geo-constrained Auto-Encoder for Non-landmark GPS Estimation", IEEE Transactions on Big Data (TBD), Accepted, 2017.
[J4] Shuhui Jiang, Ming Shao, Chengcheng Jia and Yun Fu, "Learning Consensus Representation for Weak Style Classification", The IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Accepted. 2017.
[J3] Shuhui Jiang, Xueming Qian, Tao Mei and Yun Fu, "Personalized Travel Sequence Recommendation on Multi-Source Big Social Media", IEEE Transactions on Big Data (TBD), 2016.
[J2] Shuhui Jiang, Xueming Qian*, Jialie Shen, Yun Fu, and Tao Mei, “Author Topic Model-based Collaborative Filtering for Personalized POI Recommendations”, IEEE Transactions. on Multimedia (TMM), 2015, vol.17, no.6,pp.907-918.
[J1] 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.
Conferences:
[C8] Shuhui Jiang, Zhengming Ding and Yun Fu, Deep Low-rank Sparse Collective Factorization for Cross-Domain Recommendation, ACM Multimedia (ACM MM), in Mountain View, CA USA from 23 to 27 October 2017. (Best paper candidate, 4 out of 864, Full paper, Oral presentation.)
[C7] Shuhui Jiang and Yun Fu, Fashion Style Generator, In Proceedings of the 26th International Joint Conference on Artificial Intelligence (IJCAI) in Melbourne, Australia in August 19 to 25 August 2017. (Oral and poster presentation. 660 out of 2540.)
[C6] Shuhui Jiang, Yue Wu, and Yun Fu, Deep Bi-directional Cross-triplet Embedding for Cross-Domain Clothing Retrieval,
In Proceedings of the 24th ACM on Multimedia Conference (ACM MM) in Amsterdam, Netherlands, from 15 to 19 October 2016. pp. 52-56. (Short paper, poster presentation. 141 out of 675.)
[C5] Shuhui Jiang, Ming Shao, Chengcheng Jia, Yun Fu, "Consensus Style Centralizing Auto-encoder for Weak Style Classification". In Proceedings of the thirtieth AAAI Conference on Artificial Intelligence (AAAI) in Phoenix, Arizona, USA, February 14 to 17, 2017. pp. 1223-1229. (Oral presentation. 549 out of 2132.)
[C4] Shuhui Jiang, Xueming Qian, Jialie Shen, “Travel Recommendation using Author Topic Model based Collaborative Filtering” ,In Proceedings of the twenty-first International Conference on MultiMedia Modeling (MMM), held in Sydney, Australia, in January 2015. pp. 392-402. (Oral presentation)
[C3] 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.
[C2] 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 Workshop (ICMEW), in San Jose, California, USA, July 15-19, 2013. pp. 1-6. (Oral presentation)
[C1] Shuhui Jiang, Xueming Qian, Tao Mei, Ke Lan, and Lei Zhang, “Mobile multimedia travelogue generation by exploring geo-locations and image tags”, IEEE International Symposium on Circuits and Systems (ISCAS), in Beijing, China, 2013. pp. 881-884 (Oral presentation)
Patents:
[P2] Zhaowen Wang, Hailin Jin, Aaron Hertzman, Shuhui Jiang, "Automatically Pairing Fonts Using Asymmetric Metric Learning". P6499-US (20030.136).
[P1] Shuhui Jiang, Xueming Qian, Ke Lan, Jing Li and Fan Li, “Social Media User Multimedia Data Management”. NO. ZL 2001 1 0364974.4