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丁宇新
2023-05-10 20:07
  • 丁宇新
  • 丁宇新 - 副教授 博导-哈尔滨工业大学(深圳)-计算机科学与技术学院-个人资料

近期热点

资料介绍

个人简历


丁宇新, 博士毕业于中科院软件所(软件专业),深圳市地方级领军人才,中国计算机学会高级会员。发表EI、SCI论文约50余篇,部分研究成果被发表在Pattern Recognition、Computers & Security, Computer Communications、 计算机学报 、软件学报等杂志上。作为项目负责人,承担过国家自然科学基金,国家863计划、广东省自然科学基金、广东省科技计划、深圳市基础学科布局、深圳市基础研究计划等科研项目。
教育经历
1996-1999 获工学博士学位(软件), 中国科学院软件研究所
1993-1996 获工学硕士学位(计算机应用),河北工业大学
1989-1993 获工学学士学位(计算机应用),沈阳工业学院
研究与工作经历
2005- 副教授、博士生导师,哈工大深圳研究生院计算机科学与技术学院
2001-2005 研发主管,香港SA公司任职
1999-2001 访问学者,香港科技大学计算机系
科研项目
2007,12-2009,11 国家高技术研究发展计划(863计划)基于手势的拟人化人机交互系统课题编号:2007AA01Z194, 项目副组长
2007,12-2009,12 2007年广东省科技计划项目,基于隐马尔可夫模型与交叉熵算法相结合的入侵检测系统,项目编号2007B010200019,与广州德山公司联合申请,项目负责人
2015,6-2017,6. 哈工大教研项目:基于BlackBoard的教学方法研究,项目负责人
2009,12-2011,12. 深圳市重点实验室提升计划\

研究领域


网络安全,自然语言处理,人工智能,编译。""

近期论文


1. Yuxin Ding, Xiaoling Xia, Sheng Chen, Ye Li. A malware detection method based on family behavior graph. Computers & Security, Volume 73, March 2018, Pages 73-86. SCI:2.849.
2. Ding Yuxin , Zhu Siyi. Malware detection based on deep learning algorithm. Neural Computing and Applications , 2017 (1) :1-12. SCI: 2.505
3.Ding Yuxin, Yan Shengli, Zhang Yibin, Dai Wei, Dong Li. Predicting the attributes of social network users using a graph-based machine learning method, Computer Communications,2016;73:3-11 (SCI,1.69,JCR1区)
4.丁宇新, 燕泽权, 冯威, 薛成龙,周迪. 基于有监督主题模型的排序学习算法. 电子学报,2015, 第43卷,第2期,pp.333~337. (一级学报)
5.Ding Yuxin, Dai Wei, Yan Shengli, Zhang Yumei. Control Flow-based Opcode Behavior Analysis for Malware Detection. Computers & Security, 44: 65-74,2014. (SCI,1.03,JCR 2区).
6. Ding Yuxin, Yuan X., Tang K., Xiao X., Zhang Y.. A fast malware detection algorithm based on objective-oriented association mining, Computers & Security, 2013; 39:315-324.( SCI,1.03,JCR 2区)
7. Ding Yuxin, Yuan Xuebing, Dong Li, Zhou Di, An Zhanchao.Feature Representation and Selection in Malicious Code Deteciton Methods Based on Static System Calls, Computers & Security 2011,30(6~7):514~524. (SCI,1.03,JCR 2区)
8. 丁宇新 肖骁 吴美晶 张逸彬 董丽.半监督社交网络用户属性预测. 通信学报,2014,35(8):15-22. (一级学报)
9. 吴永辉,王晓龙,丁宇新,徐军. 基于主题的自适应在线网络热点发现方法及新闻推荐系统,电子学报,2010,38(11). (一级学报)
10. Wu Yonghui, Ding Yuxin, Wang Xiaolong. On line Hot Topic Recommendation Using Tolerance Rough Set Based Topic Clustering, Journal of Computers, 2010, 5(3)
11. J. Xu, Y. Ding, X. Wang, and Y. Wu. Bayesian Approaches to Genre Identification of Chinese Finance Text ,JCIS,2009,5(3).
12. Wu YongHui, Ding YuXin, Wang XiaoLong, Xu Jun. Design and Implementation of a C/S Structured Distributed Multi thread Crawler Using ACE and PVFS. JCIS. 2008, 4(3): 883~890
13. 徐军,丁宇新,王晓龙. 使用机器学习方法进行新闻的情感自动分类 . 中文信息学报. 2007, 21 (6 ) .
14. D.Y. Yeung, Yuxin Ding. Host based intrusion detection using dynamic and static behavioral models. Pattern Recognition, 36(1):229~243, January 2003 (Google 引用260次,SCI3.0,SCI引用96次).
15. Ding Yuxin, Mei Jia, Cheng Hu, Design and Implementation of Java Just in time Compiler, Journal of Computer Science & Technology, vol.15, no.6, Nov. 2000, pp.584-90. (一级学报,SCI)
16. 丁宇新,程虎,Java虚拟机用户级多线程的设计与实现,软件学报,第11卷, 第5期, 2000年5月, pp.701~6. (一级学报)
17. 丁宇新,程虎,Java虚拟机异常处理机制的实现,计算机研究与发展,第37卷, 第5期, 2000年5月, pp.621~6. (一级学报)
18. 丁宇新,程虎,Java虚拟机精确垃圾回收的设计与实现,计算机学报,第22卷, 第11期, 1999年11月, pp.1228~32. (一级学报)
19. 丁宇新,程虎,Java及时编译器的设计与实现,计算机学报,第22卷,第12期,1999年11月,pp.1295~9. (一级学报)
20. 丁宇新,程虎,国产开放系统Java虚拟机的本地化,中文信息学报,第14卷,第1期,2000年, pp.48~56. (一级学报)
21. 丁宇新,程虎,高阶Hopfield网求解合取范式可满足性问题,计算机学报,第21卷,第20期,1998年10月,pp.914~20. (一级学报)
22. 丁宇新,沈雪勤,基于能量密度的小波神经网,计算机学报,第20卷,第9期,1997年9月,pp.832~8. (一级学报)
会议论文及发表演说
1.Ding Yuxin, Wu Rui, and Xue Fuxing. Detecting Android Malware Using Bytecode Image. J. Xiao et al. (Eds.): International Congress on Cognitive Computing (ICCC 2018), LNCS 10971, pp. 164–169, 2018.
2.Ding Yuxin, Wang Longfei, Wu Rui, and Xue Fuxing. Source Detection Method Based on Propagation Probability. J. Xiao et al. (Eds.): International Congress on Cognitive Computing (ICCC 2018), LNCS 10971, pp. 179–186, 2018.
3. Ding Yuxin, Zhu Siyi, and Xia Xiaoling. Android Malware Detection Method Based on Function Call Graphs. ICONIP’2016, Kyoto, Japan,2016,10,15-2016,10,22.
4.Ding Yuxin, Chen Sheng. Ranking Algorithm Based on Relational Topic Model. IJCNN'2016, Vancouver, Canada, Ireland, 2016, 8,12-18.
5.Ding Yuxin, Yan Shengli, Xiao Yang and Tao Tingting. Ranking Algorithm Based on Relational Topic Model. IJCNN'2015, Killarney, Ireland, 2015, 8,12-18.
6. Yuxin Ding, Shengli Yan. TOPIC OPTIMIZATION METHOD BASED ON POINTWISE MUTUAL INFORMATION. ICONIP’2015.
7. Ding Yuxin, Zhao Bin, You Qingzhen, Chai Guangren. Object Retrival Based on Visual Word Pairs, 2012 IEEE International Conference on Image Processing(ICIP'2012), Orlando, Florida, USA.
8. Ding Yuxin, Meng Xuejun, Chai Guangren, Tang Yan. User Identification for Instant Messages, ICONIP'2011, Shanghai, 2011,11,13
9. Ding Yuxin, Dong Li, Zhao Bin, Lu Zhanjun. High Order Network with Self feedback to Solve Crossbar Switch Problem, ICONIP'2011, Shanghai, 2011,11,13
10. Zhou Di, Ding Yuxin, You Qingzhen, Xiao Min. Learning to Rank Documents Using Similarity Information Between Objects, ICONIP'2011, Shanghai, 2011,11,13
11. Ding Yuxin, Dong Li, Wang Ling. A High Order Network to Solve Crossbar Switch Problem, ICONIP'2010, Sydney, 2010,11
12. Ding Yuxin, Zhou Di, Xiao Min, Dong Li. Learning to Rank Relational Objects Based on the Listwise Approach. IJCNN'2011, San Jose, 2011,7,31
13. Ding Yuxin, Li Ye, Xiao Min, Wang Qing, Dong Li. A High Order Network to Solve N Queens Problem, IJCNN'2010, Barcelona, 2010,7,18
14. Xu Jun, Xu Ruifeng, Ding Yuxin, Wang Xiaolong. Cross Lingual Opnion Analysis vis Transfer Learning. Australian Journal of Intelligent Information Processing Systems, 2010,11(2)
15. Dit Yan Yeung, Yuxin Ding. User Profiling for Intrusion Detection Using Dynamic and Static Behavior Models, PAKDD, 2002, Taipei
2009- 中国计算机学会高级会员
2009- IEEE会员

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