李权
助理教授、研究员
博士毕业院校:中国香港科技大学
电话:(021)20684425
专业方向:计算机科学与技术
办公室:信息学院1A-404B室
招聘主页:
研究领域
个人简历
代表性论文

    

研究领域

  • 大数据可视化及可视分析、数据科学、可解释性人工智能、数据故事、人机交互,计算社会科学

  


个人简历

李权博士2019年于香港科技大学计算机科学与工程学系获得博士学位。他曾任职于微众银行人工智能部高级研究员,从事人工智能及可视分析、可解释性机器学习以及人机交互技术的研究,并开展相关技术在金融风控、智慧零售、智慧城市、社交网络、在线游戏等领域的广泛应用与落地。读博期间,曾获得港科大工学院PhD Fellowship及 Top RPG (Research Post-Graduate) 荣誉。任中国图象图形学学会可视化与可视分析专委会委员,IEEE VIS Paper程序委员会委员、ChinaVis论文国际程序委员会委员、IEEE VIS, EuroVis, PacificVis, ChinaVis, ACM CHI/CSCW及TVCG等顶级学术会议期刊审稿人。他曾任美国佐治亚理工学院计算机科学与工程学院的访问研究员及网易游戏资深研究员。他的学术成果发表在IEEE VIS, EuroVis, IEEE PacificVis, ACM CHI, CGF, TVCG等可视化及人机交互顶级期刊和会议。

  


代表性论文(通讯作者带*)

  1. MaraVis: Representation and Coordinated Intervention of Medical Encounters in Urban Marathon. Quan Li, Huanbin Lin, Xiguang Wei, Yangkun Huang, Lixin Fan, Jian Du, Xiaojuan Ma, and Tianjian Chen. Proceedings of ACM CHI 2020, Honolulu, Hawaii, April 25-30, 2020.

  2. SEEVis: A Smart Emergency Evacuation Plan Visualization System with Data-Driven Shot Design. Quan Li, Yingjie Liu, Li Chen, Xingchao Yang, Yi Peng, Xiaoru Yuan, and Maddegedara Lalith Lakshman Wijerathne. Proceedings of EuroVis 2020, Norrkoping, Sweden.

  3. WarehouseVis: A Visual Analytics Approach to Facilitating Warehouse Location Selection for Business Districts. Quan Li, Qiangqiang Liu, Chunfeng Tang, Zhiwei Li, Shuaichao Wei, Xianrui Peng, Minghua Zheng, Tianjian Chen, and Qiang Yang. Proceedings of EuroVis 2020, Norrkoping, Sweden.

  4. Friend Network as Gatekeeper: A Study of WeChat Users‘ Consumption of Friend-Curated Contents. Quan Li, Zhenhui Peng, Haipeng Zeng, Qiaoan Chen, Lingling Yi, Ziming Wu, Xiaojuan Ma, and Tianjian Chen. Proceedings of Chinese CHI 2020, Honolulu, Hawaii, USA.

  5. WeSeer: Visual Analysis for Better Information Cascade Prediction of WeChat Articles. Quan Li, Ziming Wu, Lingling Yi, Kristanto Sean N, Huamin Qu, and Xiaojuan Ma. IEEE Transactions on Visualization and Computer Graphics (TVCG), 10.1109/TVCG.2018.2867776.

  6. EmbeddingVis: A Visual Analytics Approach to Comparative Network Embedding Inspection. Quan Li, Kristanto Sean N, Hammad Haleem, Qiaoan Chen, Chris Yi, and Xiaojuan Ma. Proceedings of IEEE VIS 2018 (VAST 2018), Berlin, Germany, Oct 21-26, 2018.

  7. A Multi-Phased Co-design of an Interactive Analytics System for MOBA Game Occurrences. Quan Li, Ziming Wu, Peng Xu, Huamin Qu, and Xiaojuan Ma. Proceedings of the ACM SIGCHI Conference on Designing Interactive Systems (DIS 2018), Hong Kong, June 9-13, 2018.

  8. A Visual Analytics Approach for Understanding Egocentric Intimacy Network Evolution and Impact Propagation in MMORPGs. Quan Li, Qiaomu Shen, Yao Ming, Peng Xu, Yun Wang, Xiaojuan Ma, and Huamin Qu. Proceedings of IEEE Pacific Visualization Symposium (PacificVis 2017), Seoul, South Korea, April 18-21, 2017.

  9. A Visual Analytics Approach for Understanding Reasons behind Snowballing and Comeback in MOBA Games. Quan Li, Peng Xu, Yeuk Yin Chan, Yun Wang, Zhipeng Wang, Huamin Qu, and Xiaojuan Ma. IEEE Transactions on Visualization and Computer Graphics (TVCG) , vol.PP, no.99, pp.1-1, doi: 10.1109/TVCG.2016.2598415.

  10. A Probability Density-based Visual Analytics Approach to Forecast Bias Calibration. Renpei Huang, Quan Li, Li Chen, and Xiaoru Yuan. IEEE Transactions on Visualization and Computer Graphics, 2021, PP. doi: 10.1109/TVCG.2020.3025072.

  11. Understanding and Modeling User-Perceived Brand Personality from Mobile Application UIs. Ziming Wu, Taewook Kim, Quan Li, and Xiaojuan Ma. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (CHI '19).

  12. Visual Analysis of Retweeting Propagation Network in a Microblogging Platform. Quan Li, Li Chen, Junhai Yong, Huamin Qu, Robert Wang, and Detan Si. Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI'13), Pages 44-53.