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Name: Li CHEN
Title: Professor
Email: chenlee@tsinghua.edu.cn
Address: Institute of CG&CAD, School of Software, Tsinghua University
Telephone: 010-62795442
Research Fields: Large data Visualization and Visual analytics; Image/video Processing; medical image processing; Computer Graphics
Education background
1993.03 ~ 1996.12 State Key Lab. of CAD&CG, Zhejiang University, Hangzhou, Ph.D. 1991.09 ~ 1993.02 Northwestern Polytechnical University, Xian, Graduate Student 1987.09 ~ 1991.07 Northwestern Polytechnical University, Xian, Undergraduate Student
Experience
Dec. 2006 ~ present: School of Software, Tsinghua University, Beijing, China June 2005 ~ Nov. 2006: The University of Tokyo, Japan March 2000 ~ May 2005: Research Organization for Information Science & Technology Tokyo, Japan March 1997 ~ Feb. 2000: State Key Lab of CAD&CG, Zhejiang University Hangzhou, China
Research Status
Research Projects: [1] NSFC Key Project “Key Techniques on Integrated Numerical Simulation Platform for Deconstruction Process of Large-scale Constructs in Disasters”, (Project No: 90715043), 2008.1~2011.12, Principal Investigator [2] NSFC-JST “Key Joint Funding Project “R&D of Massive Numerical Simulation System for Earthquake Disaster” (Project No.:51021140004), 2010.1~2012.12, Principal Investigator [3] NSFC Project ” Studies on Deep Learning Based Methods for Registration of DSA and Enhanced CT/MRI Images and Tissue Segmentation” (Project No.:61972221), 2019.1~2023.12, Principal Investigator [4] NSFC Project ”Studies on Visual Analytics Based Calibration Methods for Weather Ensemble Forecasting” (Project No.:61572274), 2016.1~2019.12, Principal Investigator [5] NSFC Project ”Studies on Key Techniques in 3D Craniomaxillofacial Surgery CAD System”(Project No.:61272225) , 2013.1~2016.12, Principal Investigator [6] NSFC Project“Studies on Visualization and Visual Analysis for Large-scale Earthquake Data”(Project No.:91015008) , 2010.1~2010.12, Principal Investigator [7] NSFC-US International Joint Project: “Joint development of OpenSees and its applications in earthquake-induced disaster evolution of civil infrastructures”(Project No.: 51261120376) , 2013.1~2017.12 [8] 863 Key Project ”CAD System for Craniomaxillofacial Puncture Surgery” (Project No.:2012AA041606), 2012.1~2015.12 [9] 863 Key Project“Craniomaxillofacial Surgery CAD System”(Project No.:2009AA045201), 2010.1~2011.12 [10] National Major Special Program 02,“Industrial software platform of IC equipment simulation and design based on Unified Information Model”(Project No.:2011ZX02403-6), 2012.1~2016.12 [11] AO CMF foundation Project”An occlusion simulation system during virtual surgery based on collision detection and mesh editing”, 2013.1~2014.12
Publications
Selected Papers: [1] Zijian Yu, Xuhui Li, Huijuan Huang, Wen Zheng, Li Chen*. Cascade Image Matting with Deformable Graph Refinement. International Conference on Computer Vision (ICCV), 2021, accepted. (Oral) [2] Chen Ma, Li Chen*, Junhai Yong. Simulating Unknown Target Models for Query-Efficient Black-box Attacks. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [3] Mingdong Zhang, Li Chen*, Quan Li, Xiaoru Yuan, Junhai Yong. Uncertainty-Oriented Ensemble Data Visualization and Exploration Using Variable Spatial Spreading. IEEE Transactions on Visualization and Computer Graphics. Jan 2021, 27(2):1808-1818. [4] Quan Li, Yingjie Liu, Li Chen*, Xingchao Yang, Yi Peng, Xiaoru Yuan, M. L. L. Wijerathne. SEEVis: A Smart Emergency Evacuation Plan Visualization System with Data-Driven Shot Designs. Computer Graphics Forum, 2020, 39(3):523~535. [5] Yumeng Zhang, Li Chen*, Yufeng Liu, Wen Zheng, Junhai Yong. Adaptive Wasserstein Hourglass for Weakly Supervised RGB 3D Hand Pose Estimation. The 28th ACM International Conference on Multimedia(MM '20), Oct. 2020: 1652–1660. [6] Yumeng Zhang, Gaoguo Jia, Li Chen*, Mingrui Zhang, Junhai Yong. Self-Paced Video Data Augmentation by Generative Adversarial Networks with Insufficient Samples. The 28th ACM International Conference on Multimedia(MM '20), Oct. 2020: 2076–2084. [7] Yumeng Zhang, Li Chen*, Yufeng Liu, Wen Zheng, Junhai Yong. Explicit Knowledge Distillation for 3D Hand Pose Estimation from Monocular RGB. British Machine Vision Conference. Manchester,UK, Sep. 7-10,2020. [8] Renpei Huang, Quan Li, Li Chen*, Xiaoru Yuan. A Probability Density-based Visual Analytics Approach to Forecast Bias Calibration. IEEE Transactions on Visualization and Computer Graphics. Accepted. https://doi.org/10.1109/TVCG.2020.3025072 [9] Renpei Huang, Li Chen*, Xiaoru Yuan. A Visual Uncertainty Analytics Approach for Weather Forecast Similarity Measurement Based on Fuzzy Clustering. Journal of Visualization. Accepted. DOI: https://doi.org/10.1007/s12650-020-00709-z [10] Chen Ma, Chenxu Zhao, Hailin Shi, Li Chen*, Junhai Yong, Dan Zeng. MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks.The 27th ACM International Conference on Multimedia (MM’19). Nice, France ,Oct. 21 - 25, 2019: 692-701. [11] Bowei Zhou, Li Chen*, Zhao Wang. Interactive Deep Editing Framework for Medical Image Segmentation. International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2019). Springer, Cham, Oct. 13-15, 2019: 329-337. [12] Chen Ma, Li Chen*, Junhai Yong. AU R-CNN: Encoding Expert Prior Knowledge into R-CNN for Action Unit Detection. Neurocomputing, 2019, 355: 35-47. [13] Hongsen Liao, Yingcai Wu, Li Chen* and Wei Chen. Cluster-based Visual Abstraction for Multivariate Scatterplots. IEEE Transactions on Visualization and Computer Graphics, 2018, 24(9): 2531 – 2545. [14] Hongsen Liao, Li Chen*, Yibo Song, and Hao Ming. Visualization-Based Active Learning for Video Annotation. IEEE Transactions on Multimedia, 2016, 18(11):2196-2205. [15] Yi Peng, Li Chen*, Fangxin Ou-Yang, Wei Chen, Junhai Yong. A parallel graph cut approach for large-scale image and video, IEEE Transactions on Image Processing, 2015, 24(2): 655-666. [16] Hongsen Liao, Yingcai Wu, Li Chen*, Thomas M. Hamill, Yunhai Wang, Kan Dai, Hui Zhang, Wei Chen. A Visual Voting Framework for Weather Forecast Calibration,IEEE SciVis 2015, October 25–30, Chicago, USA, 2015, pp.25-32. [17] Xiang Chen, Li Chen*, Maode Shi. A highly solid model boundary preserving method for large-scale parallel 3D Delaunay meshing on parallel computers, Computer-Aided Design, 2015, 58: 73-83. [18] Kan Wu, Li Chen*, Jing Li, Yanheng Zhou. Tooth segmentation on dental meshes using morphologic skeleton, Computers & Graphics,2014, 38(1): 199-211. [19] Yi Peng, Li Chen*, Junhai Yong. Importance-driven isosurface decimation for visualization of large simulation data based on openCL, Computing in Science & Engineering, 2014, 16(1): 24-32. [20] Tao Hou, Li Chen*. On-the-fly Simplification of Large Iso-surfaces with Per-cube Vertex Modifiability Detection. Journal of Visualization, 2016, 19(4): 715-726. [21] Chao Gong, Li Chen*, Zhu Zhu. A visualization system for calibrating multimodel ensembles in weather forecast, Journal of Visualization, 2016, 19(4): 769-782. [22] Xiaojing Liu, Li Chen, Wei Song, Chuanbin Guo. Computed Tomography Imaging of Medpor: Graph-Cut Algorithm and Its Accuracy, The Journal of Craniofacial Surgery, 2012, 23(3): 758-761. [23] Li Chen*, Hiroshi Okuda. High Performance Parallel Visualization Library for Various Simulation Environments, International Journal of Computational Methods, 2008, 5(2): 273-287. [24] Li Chen*, Issei Fujishiro. Optimizing Parallel Performance of Streamline Visualization for Large Distributed Flow Datasets, IEEE VGTC Pacific Visualization Symposium 2008, Kyoto, Japan,2008:87-94. [25] Li Chen*, Issei Fujsihiro, Kengo Nakajima. Optimizing Parallel Performance of Unstructured Volume Rendering for the Earth Simulator. Parallel Computing, 2003, 29(3): 355-371. [26] Li Chen, Issei Fujishiro, Kengo Nakajima. Parallel Visualization of Large-Scale Unstructured Geophysical Data for the Earth Simulator. Journal of Pure and Applied Geophysics, 2004, 161(11-12): 2245-2263. [27] Takashi Furumura, Li Chen. Visualization of Seismic Wave Propagation from Recent Damaging Earthquakes in Japan: Dense Array Observations and Parallel Simulations Using the Earth Simulator. Parallel Computing, , 2005, 31( 2): 149-165.