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]

About Me

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.

Publications

Journal:

  1. 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.
  2. 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]
  3. Hong Liu, Aiwen Jiang, Mingwen Wang and Jianyi Wan.Local Similarity Preserved Hashing Learning via Markov Graph for Efficient Similarity Search. Neurocomputing, 159, 2015.

Conference:

  1. 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)
  2. Hong Liu; Rongrong Ji; Yongjian Wu; Feiyue Huang; Baochang Zhang. Cross-Modality Binary Code Learning via Fusion Similarity Hashing. CVPR, 2017. [MATLAB CODES]
  3. Hong Liu; Rongrong Ji; Yongjian Wu; Feiyue Huang. Ordinal Constrained Binary Code Learning for Nearest Neighbor Search. AAAI, 2017. (Oral) [MATLAB CODES]
  4. Hong Liu; Rongrong Ji; Yongjian Wu; Gang Hua. Supervised Matrix Factorization for Cross-Modality Hashing. IJCAI, 2016. [MATALB CODES] [STATEMENT]
  5. Hong Liu; Rongrong Ji; Yongjian Wu; Wei Liu. Towards Optimal Binary Code Learning via Ordinal Embedding. AAAI, 2016. [MATLAB CODES]

Working Experiences

Activities

Reviewer: TIP, TKDE, PR, PRL, Neurocomputing, TVCJ, ACM MM, ACM ICMR, PLOS ONE.

PC Member: ICMR, IEEE-ICBK.

Awards

Contact

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

Friends

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)


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