陈莉
    研究员
    清华大学东主楼10区403
    E-mail: chenlee@tsinghua.edu.cn
    电话: +86-10-62795442(Office)
    传真: +86-10-62795460

教育背景
1993.03 ~ 1996.12 浙江大学应用数学系计算机图形学研究方向 理学博士
1991.09 ~ 1993.02 西北工业大学飞行器制造工程系航空宇航制造工程专业 工学硕士
1987.09 ~ 1991.07 西北工业大学计算机系计算机软件专业 工学学士

工作经历

1997.03 ~ 1999.11 浙江大学计算机辅助设计与图形学国家重点实验室 讲师
1999.12 ~ 2000.02 浙江大学计算机辅助设计与图形学国家重点实验室 副研究员
2000.03 ~ 2005.06 日本高度情报科学技术研究机构 研究员
2005.07 ~ 2006.11 日本东京大学 研究员
2006.12 ~ 至今 清华大学软件学院计算机图形学与辅助设计研究所 副教授


研究方向

图像视频处理、医学影像分析
大数据可视化与可视分析
计算机图形
医疗软件研发、CAE软件研发


研究项目
[1] 国家自然科学基金重点项目“面向重大工程动力灾变的数值模拟集成平台关键技术研究”(项目号:90715043),2008.1~2011.12,项目负责人
[2] 国家自然科学基金中日国际合作项目“面向城市结构工程地震灾害评估与防灾减灾的大规模计算软件系统设计与研发”(项目号:51021140004) ,2010.1~2012.12,项目负责人
[3] 国家自然科学基金项目“基于深度学习的DSA和增强CT/MRI图像配准及组织分割方法研究“(项目号:61972221),2020.1~2023.12,项目负责人
[4] 国家重点研发计划课题“颅底及面侧深区穿刺诊疗手术规划与导航关键技术研发”(项目号:2017YFB1304301),2017.12~2020.11,课题负责人
[5] 国家自然科学基金项目“基于可视分析的气象数值模式预报订正方法研究”(项目号:61572274),2016.1~2019.12,项目负责人
[6] 国家自然科学基金项目“三维颅颌面手术设计系统关键技术研究”(项目号:61272225) ,2013.1~2016.12,项目负责人
[7] 国家自然科学基金项目“面向大规模地震数据的高效可视化与可视分析方法研究”(项目号:91015008) ,2010.1~2010.12,项目负责人
[8] 国家自然科学基金项目“具有丰富表达性和高度图示性的矢量场特征可视化算法研究”(项目号:60773143) ,2008.1~2010.12,项目负责人
[9] 国家自然科学基金重大研究计划集成项目“重大工程动力灾变综合集成平台研究”(项目号:91315302),2013.8~2015.12,子课题负责人
[10] 国家自然科学基金中美重大国际合作项目“重大工程地震灾变模拟系统—OpenSees 的联合开发与应用”(项目号:51261120376),2013.1~2017.12,清华子课题负责人
[11] 国家863项目“颅底及面侧深区疾病精确微创诊疗机器人系统”(项目号:2012AA041606),2012.1~2015.12,清华子课题负责人
[12] 国家863项目“颅颌面外科治疗手术设计系统”(项目号:2009AA045201),2010.1~2011.12,清华子课题负责人
[13] 科技部02重大专项课题“基于产品信息模型的IC装备仿真与设计工业软件平台” (课题号:2011ZX02403-6),2012.1~2016.12,清华子课体负责人
[14] 2013年度公益性行业(气象)科研专项“数值模式预报偏差检验及订正技术的研发和应用”,2013.1~2015.12,清华子课体负责人
[15] 2014年度公益性行业(气象)科研专项“气象信息综合分析处理系统第四版关键技术研究”,2014.1~2016.12
[16] AO CMF foundation(瑞士国际项目)“An occlusion simulation system during virtual surgery based on collision detection and mesh editing”,2013.1~2014.12
论文
发表论文70多篇,部分发表的论文如下:
  • 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. (IEEE VIS 2020) https://doi.org/10.1109/TVCG.2020.3030377

  • 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.

  • 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. https://doi.org/10.1145/3394171.3413651

  • 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. https://doi.org/10.1145/3394171.3414003

  • 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.

  • 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

  • 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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

  • Kan Wu, Li Chen*, Jing Li, Yanheng Zhou. Tooth segmentation on dental meshes using morphologic skeleton, Computers & Graphics,2014, 38(1): 199-211.

  • 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.

  • 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.

  • Chao Gong, Li Chen*, Zhu Zhu. A visualization system for calibrating multimodel ensembles in weather forecast, Journal of Visualization, 2016, 19(4): 769-782.

  • 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.

  • Li Chen*, Hiroshi Okuda. High Performance Parallel Visualization Library for Various Simulation Environments, International Journal of Computational Methods, 2008, 5(2): 273-287.

  • 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.

  • Li Chen*, Issei Fujishiro, Kengo Nakajima. Optimizing Parallel Performance of Unstructured Volume Rendering for the Earth Simulator. Parallel Computing, 2003, 29(3): 355-371.

  • 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.

  • 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.