Media Analysis and Computing Lab (MAC).
School of Information Science and Engineering.
Xiamen University, China.
Email: lynnliu.xmu [AT] gmail.com or lynnliu0207[AT]163.com
[Goolge Scholar] [Goolge Website]
I am currently a second year Ph.D student in computer science at Xiamen University, under by Prof. Rongrong Ji.
My research interests are in computer vision and machine learning, especially in hashing-accelerated machine learning, Riemannian-based machine learning, and adversarial deep learning.
- Hong Liu, Rongrong Ji, Jingdong Wang, and Chunhua Shen. Ordinal Constraint Binary Coding for Approximate Nearest Neighbor Search. IEEE Trans. on Pattern Analysis and Machine Intelligence. 2018.
- Rongrong Ji; Hong Liu; Liujuan Cao; Di Liu; Yongjian Wu, and Feiyue Huang. Towards Optimal Manifold Hashing via Discrete Locally Linear Embedding, IEEE Trans. on Image Processing, Volume 26, Issue 11, 2017. [MATLAB CODES]
- Hong Liu, Aiwen Jiang, Mingwen Wang and Jianyi Wan.Local Similarity Preserved Hashing Learning via Markov Graph for Eﬃcient Similarity Search. Neurocomputing, 159, 2015.
- Jianqiang Qian, Xianmin Lin, Hong Liu, Youming Deng, and Rongrong Ji. Towards Compact Visual Descriptor via Deep Fisher Network with Binary Embedding. ICME, 2018. (Oral)
- Hong Liu; Rongrong Ji; Yongjian Wu; Feiyue Huang; Baochang Zhang. Cross-Modality Binary Code Learning via Fusion Similarity Hashing. CVPR, 2017. [MATLAB CODES]
- Hong Liu; Rongrong Ji; Yongjian Wu; Feiyue Huang. Ordinal Constrained Binary Code Learning for Nearest Neighbor Search. AAAI, 2017. (Oral) [MATLAB CODES]
- Hong Liu; Rongrong Ji; Yongjian Wu; Gang Hua. Supervised Matrix Factorization for Cross-Modality Hashing. IJCAI, 2016. [MATALB CODES] [STATEMENT]
- Hong Liu; Rongrong Ji; Yongjian Wu; Wei Liu. Towards Optimal Binary Code Learning via Ordinal Embedding. AAAI, 2016. [MATLAB CODES]
Reviewer: TIP, TKDE, PR, PRL, Neurocomputing, TVCJ, PLOS ONE.
PC Member: ICMR, IEEE-ICBK.
National Scholarships, 2017.
Highlights in MIREX 2015 Query-by-Humming, 2015. (Link)
Institution: School of Information Science and Engineering, Xiamen University, China
Address: Room 703, Administration Building #B, Haiyun Park, Xiamen University, 361005
E-mail: lynnliu0207[AT]163.com or lynnliu.xmu[AT]gmail.com or hliu.xmu[AT]aliyun.com
Zhun Zhong Xiamen University & University of Technology Sydney
Zhiming Luo Xiamen University
Qingyuan Jiang Nanjing University
Shengchuan Zhang Xiamen University
Jie Gui Chinese Academy of Sciences (CAS)