News:

     [2021-03-04] Our paper "High-Fidelity and Arbitrary Face Editing" has been accepted by CVPR 2021 (source code and data will be available soon)

     [2021-02-13] Our paper "Write Like You: Synthesizing Your Cursive Online Chinese Handwriting via Metric-based Meta Learning" has been accepted by Computer Graphics Forum (CGF) (to be presented at Eurographics 2021) (source code and data will be available soon)

     [2020-12-03] Our papers "BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds" and "FontRL: Chinese Font Synthesis via Deep Reinforcement Learning" have been accepted by AAAI 2021 (source code and data are available)

     [2020-12-02] I will serve as an Area Chair for ICCV 2021.

     [2020-10-13] I will serve as a SPC for IJCAI-21.

     [2020-07-29] Our paper "Exploring Font-independent Features for Scene Text Recognition" has been accepted by ACM MM 2020 (source code and data)

     [2020-06-27] I was selected as one of the Outstanding Reviewers at CVPR 2020.

     [2020-05-01] Our paper "Attribute2Font: Creating Fonts You Want From Attributes" has been accepted by ACM Transactions on Graphics (SIGGRAPH 2020) (source code and data are available)

     [2020-02-25] Our paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" has been accepted by CVPR 2020 (oral) (source code)

     [2019-09-04] Our paper "Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning" has been accepted by ACM Transactions on Graphics (SIGGRAPH Asia 2019) (project website)

     [2019-07-04] Our paper "SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation" has been accepted by ACM International Conference on Multimedia (MM 2019) (project website)

Representative Works:

• Canonical Forms for Non-rigid 3D Shape Retrieval (IJCV 2013, 3DOR 2017)

• 3D Shape Measures (rectilinearity, convexity) (IJCV 2010, CVPR 2012)

• 3D Shape Retrieval Contest (SHREC) (IJCV 2016, PR 2013(ESI Highly Cited Paper) , 3DOR 2015, 14, 11, 10)

• Aesthetic Assessment and Font Recognition for Chinese Characters (CVPR 2017, IJCAI 2015)

• Generation of Chinese Fonts (www.flexifont.com, SIGGRAPH (TOG) 19, 20, SIGGRAPH ASIA (TOG) 19)

• Texture Transfer and Text Effects Transfer (CVPR 18, 19, 20)

Bio:

I was graduated from School of Automation Science and Electrical Engineering, Beihang University in Sep. 2011 with Ph.D. From Jan. 2008 to Jan. 2009, supported by the China Scholarship Council (CSC), I visited School of Computer Science, Cardiff University, UK as a visiting scholar. Then, I worked as a Guest Researcher at the Information Technology Lab (ITL), National Institute of Standards and Technology (NIST), U.S. from Jul. 2009 to Jul. 2011. After that, I came back to China and worked as a postdoctoral researcher at ICST, Peking University, where I became an Assistant Professor in Jun. 2013 and was promoted to Associate Professor in Aug. 2015.

Education:

• 09/2005~06/2011  Ph.D., School of Automation Science and Electrical Engineering, Beihang University, Beijing, China.
• 09/2001~07/2005  B.Eng., College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China.

Working Experience:

• 08/2015~now, Associate Professor, Institute of Computer Science and Technology, Peking University, Beijing, China
• 06/2013~08/2015, Assistant Professor, Institute of Computer Science and Technology, Peking University, Beijing, China
• 07/2011~06/2013, Postdoctoral Researcher, Institute of Computer Science and Technology, Peking University, Beijing, China
• 07/2009~07/2011, Guest Researcher, Information Technology Laboratory, National Institute of Standards and Technology, USA
• 01/2008~01/2009, Academic Visitor, School of Computer Science, Cardiff University, UK

Research:                    Back to top

My research interests include Computer Graphics, Computer Vision, Pattern Recognition and Artificial Intelligence. More specifically, we have been working on the following topics in last few years. (1) Easy/automatic generation of large-scale Chinese font libraries. we proposed a series of solutions including radical assembling based and style learning based methods, making the easy/automatic generation of large-scale Chinese fonts become possible. (2) Calligraphic aesthetic assessment and font recognition. We proposed to adopt several machine learning approaches (e.g., artificial neural networks, sparse coding, etc.) to effectively evaluate the aesthetic visual quality of Chinese handwritings and recognize font styles. (3) Non-rigid 3D shape retrieval. We developed a number of canonical form construction methods to covert non-rigid 3D shape searching tasks into rigid cases, for which several view-based 3D shape matching approaches are proposed to effectively address the problems.

Students:

PhD Students:

Zeqing Xia

Yizhi Wang

Master Students:

Jie Chen

Yue Gao

Shuseng Tang

Tao Sheng

Xiang Zhang

Yitian Liu

Guo Pu

Shiyao Xu

Alumni

Yifang Men (Master 2020)

Xiao Sun (Master 2020)

Yichen Gao (Master 2020)

Wenguan Wang (Master 2020)

Juncheng Liu (PhD 2019)

Yuan Guo (Master 2019)

Yue Jiang (Master 2019)

Xudong Chen (Master 2017)

Chendong Liu (Master 2017)

Weikang Song (Master 2016)

Rongju Sun (Master 2016)

Wanqiong Pan (Master 2015)

Hao Sun (Master 2015)

Jun Zhang (Master 2015)

Wenyan Dong (Master 2015)

Tianyang Yi (Master 2014)

Chenxi Wang (Master 2013)

Yang Liu (Master 2012)

Hongmei Li (Master 2012)

Reading List:

2019

Achievements:                    Back to top

I have published more than 60 academic papers, including 1 ESI Highly Cited Paper (top 1%), 3 full paper in ACM Transactions on Graphics (TOG), 3 full papers in International Journal of Computer Vision (IJCV, a top-tier journal in Computer Vision), and several top conference (e.g., CVPR, IJCAI, SIGGRAPH Asia, AAAI, MM) papers. I was the principle investigator of two projects funded by National Natural Science Foundation of China and a project supported by the special funding of China Postdoctoral Foundation, and has led our group to successfully develop two practical systems for the generation of Chinese fonts. These systems and techniques related to computer fonts have been adopted by a company called Founder Handwriting since 2016 to create font products that have served millions of users, making significant social and economic benefits. Our works on 3D shape analysis and retrieval have been cited more than 1400 times (until April 2020) by papers published in prestigious journals and conference including IJCV, TPAMI, TOG, CVPR, etc.

Publications (selected):         Back to top

1. 1. Y. Wang, Y. Gao, Z. Lian*. Attribute2Font: Creating Fonts You Want From Attributes. ACM Transactions on Graphics (TOG) (presented at SIGGRAPH 2020) (CCF-A)
   2. Z. Lian*, B. Zhao, X. Chen, J. Xiao. EasyFont: A Style Learning based System to Easily Build Your Large-scale Handwriting Fonts. ACM Transactions on Graphics (TOG). vol. 38, no. 1, Article No. 6, 2019 (presented at SIGGRAPH 2019) (CCF-A)
   3. Y. Gao, Y. Guan, Z. Lian*, Y. Tang, J. Xiao.  Artistic Glyph Image Synthesis via One-Stage Few-Shot Learning. ACM Transactions on Graphics (TOG). vol. 38, no. 6, Article No. 185, 2019 (presented at SIGGRAPH Asia 2019) (CCF-A)
   4. S. Tang, Z. Lian*. Write Like You: Synthesizing Your Cursive Online Chinese Handwriting via Metric-based Meta Learning, Computer Graphics Forum (CGF) (to be presented at Eurographics 2021)(accepted) (CCF-B)
   5. S. Tang, Z. Xia, Z. Lian*, Y. Tang, J. Xiao. FontRNN: Generating Large-scale Chinese Fonts via Recurrent Neural Network,  Computer Graphics Forum (CGF) , vol. 38, no. 7, 2019 (CCF-B)
   6. D. Pickup, X. Sun, P. L. Rosin, R. R. Martin, Z. Cheng, Z. Lian, M. Aono, A. Ben Hamza, A. Bronstein, M. Bronstein, S. Bu, U. Castellani, S. Cheng, V. Garro, A. Giachetti, A. Godil, L. Isaia, J. Han, H. Johan, L. Lai, B. Li, C. Li, H. Li, R. Litman, X. Liu, Z. Liu, Y. Lu, L. Sun, G. Tam, A. Tatsuma, J. Yeshow less. Shape Retrieval of Non-rigid 3D Human Models. International Journal of Computer Vision (IJCV). vol. 120, no. 2, pp. 169-193, 2016 (CCF-A)
   7. Z. Lian*, A. Godil, et al. A Comparison of Methods for Non-rigid 3D Shape Retrieval, Pattern Recognition (PR), vol. 46, no. 1, pp.449-461, 2013 (ESI Highly Cited Paper (top 1%)) (CCF-B)
   8. Z. Lian*, A. Godil, J. Xiao. Feature-preserved 3D Canonical Form, International Journal of Computer Vision (IJCV), vol. 102, no. 1-3, pp. 221-238, 2013 (CCF-A)
   9. Z. Lian*, P.L. Rosin, X. Sun. Rectilinearity of 3D meshes, International Journal of Computer Vision (IJCV), vol. 89, no. 2-3, pp. 130-151, 2010 (CCF-A)
   10. Y. Gao, F. Wei, J. Bao, S. Gu, D. Chen, F. Wen, Z. Lian*. High-Fidelity and Arbitrary Face Editing, CVPR 2021 (accepted) (CCF-A)
   11. X. Zhang, X. Sun, Z. Lian*. BoW Pooling: A Plug-and-Play Unit for Feature Aggregation of Point Clouds, AAAI 2021 (accepted) (CCF-A)
   12. Y. Liu, Z. Lian*. FontRL: Chinese Font Synthesis via Deep Reinforcement Learning, AAAI 2021 (accepted) (CCF-A)
   13. Y. Men, Y. Mao, Y. Jiang, W. Ma, Z. Lian*. Controllable Person Image Synthesis with Attribute-Decomposed GAN. CVPR 2020, pp. 5084-5093, 2020 (Oral, Acceptance rate 5.7%) (CCF-A)
   14. Y. Wang, Z. Lian*. Exploring Font-independent Features for Scene Text Recognition. ACM MM, 2020 (CCF-A)
   15. X. Sun, Z. Lian*, J. Xiao, SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation, ACM MM, 2019 (CCF-A)
   16. Y. Jiang, Z. Lian*, Y. Tang, J. Xiao. SCFont: Structure-guided Chinese Font Generation via Deep Stacked Networks, AAAI 2019 (CCF-A)
   17. Y. Men, Z. Lian*, Y. Tang, J. Xiao. DynTypo: Example-based Dynamic Text Effects Transfer. CVPR 2019, pp. 5870-5879, 2019 (CCF-A)
   18. Y. Men, Z. Lian*, Y. Tang, J. Xiao. A Common Framework for Interactive Texture Transfer. CVPR 2018, pp. 6353-6362, 2018 (Spotlight, Acceptance rate 6.7%) (CCF-A)
   19. J. Liu, Z. Lian*, Y. Wang, J. Xiao. Incremental Kernel Null Space Discriminant Analysis for Novelty Detection. CVPR 2017, pp. 792-800, 2017 (CCF-A)
   20. S. Yang, J. Liu, Z. Lian, Z. Guo. Awesome Typography: Statistics-Based Text Effects Transfer. CVPR 2017, pp. 2886-2895 (CCF-A)
   21. R. Sun, Z. Lian*, Y. Tang, J. Xiao. Aesthetic Visual Quality Evaluation of Chinese Handwritings. IJCAI 2015, pp. 2510-2516, 2015 (CCF-A)
   22. Z. Lian*, A. Godil, P.L. Rosin, X. Sun. A New Convexity Measurement for 3D Meshes, CVPR 2012, pp. 119-126, 2012 (CCF-A)

Full list

Courses:       Back to top

1. Spring (2014~now): Elementary Number Theory

2. Fall (2017~now): Intelligent Optimization Methods