黄文彬

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  • Huang Wenbin
  • 性别:男
  • 职称:副教授
  • 邮箱:huangwb@pku.edu.cn
  • 所在部门:情报学教研室
研究方向
数据科学(教育、金融、科学文献)
多媒体技术
机器学习与人工智能
教育背景
1996~2000年 台湾成功大学数学系,本科
2000~2002年 台湾成功大学资讯工程研究所,硕士
2002~2008年 台湾成功大学资讯工程研究所,博士
工作经历
2008~2009年 德国慕尼黑工业大学电机工程与讯息技术研究所,研究员
2012~今 北京大学信息管理系,副教授
部分学术论文发表
1.Bai H, Xing Z, Cambria E, Huang WB*, Business Taxonomy Construction Using Concept-Level Hierarchical Clustering [C], International Joint Conference on Artificial Intelligence 2019 (IJCAI 2019), Macau SAR, China. (金融数据分析、人工智能)
2.Chengyue Gong, Huang WB*, Deep Dynamic Poisson Factorization Model [C], Annual Conference on Neural Information Processing Systems, Neural Information Processing Systems 2017 (NeurIPS 2017), Long Beach, U.S.A.(神经网络、人工智能)
3.Shang W, Hang WB*, Investigating the Relationships between Scholars and Politicians in Ancient China: Taking the Yuanyou Era as an Example [J], Journal of the Japanese Association for Digital Humanities, 2018, 3(1):33-48.(数字人文,文本挖掘)
4.Bu Y, Wang BL, Huang WB*, et al. Using the appearance of citations in full text on author co-citation analysis [J]. Scientometrics, 2018, 116(6):1-15.(信息计量,科学文献)
5.Bu Y, Ni S, Huang WB*, Combining multiple scholarly relationships with author cocitation analysis: A preliminary exploration on improving knowledge domain mappings [J], Journal of Informetrics, 2017, 11(3):810-822.(信息计量,科学文献)
6. Jen-Sheng Tsai, Win-Bin Huang, Yau-Hwang Kuo,“Joint Robustness and Security Enhancement for Feature-Based Image Watermarking Using Invariant Feature Regions,” Signal Processing, Elsevier, vol. 92, issue 6, pp. 1431-1445, June 2012.(多媒体技术,机器学习)
7. Jen-Sheng Tsai, Win-Bin Huang, Yau-Hwang Kuo, “On the Selection of Optimal Feature Region Set for Robust Digital Image Watermarking,” IEEE Trans. on Image Processing, vol. 20, issue 3, pp. 735-743, March 2011.
8. Jen-Sheng Tsai, Ming-Chou Liao, Win-Bin Huang, Yau-Hwang Kuo, "Geodesic Distance-Based Pose-Invariant Blind Watermarking Algorithm for Three-Dimensional Triangular Mesh Model," IEEE International Conference on Image Processing (ICIP), Hong Kong, Sept. 2010.
9. Jen-Sheng Tsai, Win-Bin Huang, Po-Hung Li, Chao-Lieh Chen, Yau-Hwang Kuo, ”Robust Digital Image Watermarking Based on Principal Component Analysis and Discrete Wavelet Transform, ” Pacific-Rim Conference on Multimedia (PCM 2008), Tainan, Taiwan, December 2008 in LNCS.
10. Win-Bin Huang, Alvin W.Y. Su, and Yau-Hwang Kuo,“ Neural network based method for image halftoning and inverse halftoning,” Elsevier Expert Systems with Applications, vol. 34, issue 4, pp. 2491-2501, May 2008.
11. Jen-Sheng Tsai, Win-Bin Huang, Chao-Lieh Chen, Yau-Hwang Kuo, "A Feature-based Digital Image Watermarking for Copyright Protection and Content Authentication, " 2007 IEEE ICIP, Texas, USA, Setempber 2007.
12. Win-Bin Huang, Alvin W.Y. Su, and Yau-Hwang Kuo, “VLSI Implementation of a Modified Efficient SPIHT Encoder,” IEICE Trans. on Fundamentals of Electronics Communications and Computer Sciences, vol. E89-A, no. 12, pp.3613-3622, Dec. 2006.
13. Win-Bin Huang, Yi-Li Lin, Hung-Wei Cheng, Alvin W.Y. Su and Yau Hwang Kuo, "Two-Stage Mode Selection Of H.264/AVC Video Encoding With Rate Distortion Optimization", 2006 ICASSP Symposium, France, May 2006.
14. Win-Bin Huang, Chang Wei-Chen, Yen-Wei Lu, Alvin W.Y. Su and Yau Hwang Kuo, "Halftone/contone Convention Using Neural Networks", 2004 ICIP Symposium, Singapore, October 2004.
15. Win-Bin Huang, Yuan-Jui Chang, Alvin W.Y. Su and Yau Hwang Kuo, "VLSI Design Of A DWT/Modified Efficient SPIHT Based Image Codec", 2003 ICICS-PCM Symposium, Singapore, December 2003.
教授课程
1.信息架构理论与实践(主讲)
2.多媒体技术(主讲)
3.信息安全(主讲)
4.数据科学专题研究(主讲)
5.网络与数据安全(主讲)
6.创新工程实践(教师团队之一)
7.数字人文(教师团队之一)
专利与获奖情况
1.课赛结合iCAN+iSTAR任务驱动创新工程实践慕客空间协同育人新模式,教育部,国家级教学成果奖,二等奖,2018。(成员之一)
2.黄廷芳/信和青年杰出学者奖教金,北京大学,2017。
3."赛课合一"创新实践教育模式的实践与探索,北京市高等教育处,北京市高等教育教学成果奖,二等奖,2017。(成员之一)
4.新三板智能投顾系统设计,教育部科技发展中心, 全国高校互联网应用创新大赛, 三等奖,2017。(团队导师)
5.“二进制图层的动态估测方法及其装置”,台湾专利编号: 220221。
6.“应用小波理论之二维资料压缩方法及装置”,台湾专利编号: 198623。
7.“减缩预测模式之检验以加速数位动态影像压缩方法”,台湾专利编号: I310654。