Media Analysis and Computing Lab (MAC).
Xiamen University, China.
Email: lynnliu.xmu[AT]gmail.com or lynnliu0207[AT]163.com
[Goolge Scholar] [Goolge’s 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.
- Xiao Liu, Shengchuan Zhang, Hong Liu, Xin Liu, Rongrong Ji. Less is More: Unified Model for Unsupervised Multi-Domain Image-to-Image Translation. In Arixv, 2018
- 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.
- Hong Liu, Jie Li, Rongrong Ji, and Yongjian Wu. Learning Neural Bag-of-Matrix-Summarization with Riemannian Network. AAAI, 2019.
- Mingbao Lin, Rongrong Ji, Hong Liu, Xiaoshuai Sun, Yongjian Wu, and Yunsheng Wu. Towards Optimal Discrete Online Hashing with Balanced Similarity. AAAI, 2019.
- Hong Liu, Mingbao Lin, Shengchuan Zhang, Yongjian Wu, Feiyue Huang, and Rongrong Ji. Dense Auto-Encoder Hashing for Robust Cross-Modality Retrieval. ACM MM, 2018.
- Mingbao Lin, Rongrong Ji, Hong Liu, and Yongjian Wu. Supervised Online Hashing via Hadamard Codebook Learning. ACM MM, 2018. (Oral)
- 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: IEEE TIP, IEEE 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 701, Administration Building #B, Haiyun Park, Xiamen University, 361005
E-mail: lynnliu.xmu[AT]gmail.com or lynnliu0207[AT]163.com or lynnliu[AT]stu.xmu.edu.cn
Zhun Zhong Xiamen University & University of Technology Sydney
Zhiming Luo Xiamen University
Mingbao Lin Xiamen University
Qingyuan Jiang Nanjing University
Shengchuan Zhang Xiamen University