徐童



E-mailtongxu@ustc.edu.cn

实验室主页:http://bigdata.ustc.edu.cn/  

个人主页:http://staff.ustc.edu.cn/~tongxu/ 


主要研究方向社会网络与社交媒体分析、数据挖掘与商务智能


徐童,中国科学技术大学副教授,2010年毕业于浙江大学数学系, 2016年于中国科学技术大学获得博士学位,其间于20139月至20149月赴美国罗格斯大学进行访学。现任中国中文信息学会青年工作委员会委员、中文信息学会社会媒体处理专委会通讯委员。曾在TKDEKDDAAAI等相关领域重要国际会议及期刊发表论文20余篇,申请两项国际专利及多项国内专利。获ACM中国(合肥分会)优秀博士论文、腾讯创新奖学金-特等奖等荣誉,并入选2018年中国人工智能学会优博终选名单。受邀担任2018全国知识图谱与语义计算大会(CCKS 2018)领域主席、OBTA 2018联合主席,以及重要国际会议KDDAAAISDMEMNLP等程序委员会委员。主持国家自然科学基金、安徽省自然科学基金多项科研项目。


所获荣誉:

2018年,入选中国人工智能学会优博终选

2017年,首届全国“余震捕捉AI大赛”亚军(指导教师)

2016年,ACM中国(合肥)优秀博士论文

2016年,KDD 2016 学生旅行奖

2016年,中国科学技术大学优秀毕业生

2015年,中国科学技术大学博士论文创优计划

2015年,SDM 2015 学生旅行奖

2013年,腾讯创新奖学金-特等奖

2013年,国家留学基金委奖学金

2011年,首届全国大学生数据挖掘邀请赛,研究生组第三名

2010年,浙江大学优秀毕业生


主要论著:

[01] Tong Xu(徐童), Hengshu Zhu, Hao Zhong, Guannan Liu, Hui Xiong, Enhong Chen, Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation, IEEE Transactions on Knowledge and Data Engineering, 2018, Accepted. (中国计算机学会推荐A类国际期刊)

[02] Tong Xu(徐童), Hengshu Zhu, Chen Zhu, Pan Li, and Hui Xiong, Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach, AAAI'18, New Orleans, LA, USA, 2018, Accepted.(中国计算机学会推荐A类国际会议)

[03] Tong Xu(徐童), Hengshu Zhu, Xiangyu Zhao, Qi Liu, Hao Zhong, Enhong Chen, Hui Xiong, Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective, KDD'16, San Francisco, CA, USA, 2016, 1285-1294. (中国计算机学会推荐A类国际会议)

[04] Tong Xu(徐童), Hao Zhong, Hengshu Zhu, Hui Xiong, Enhong Chen, Guannan Liu, Exploring the Impact of Dynamic Mutual Influence on Social Event Participation, SDM'15, Vancouver, Canada, 2015, 262-270. (中国计算机学会推荐B类国际会议)

[05] Tong Xu(徐童), Dong Liu, Enhong Chen, Huanhuan Cao, Jilei Tian, Towards Annotating Media Contents through Social Diffusion Analysis, ICDM'12, Brussels, Belgium, 2012, 1158-1163. (中国计算机学会推荐B类国际会议)

[06] Tong Xu(徐童), Hengshu Zhu, Enhong Chen, Baoxing Huai, Hui Xiong, Jilei Tian, Learning to Annotate via Social Interaction Analytics, Knowledge and Information System, 2014, 41:251-276. (中国计算机学会推荐B类国际期刊)

[06] Tianyuan Jin, Tong Xu*(徐童), Hui Zhong, Enhong Chen, Zhefeng Wang, and Qi Liu, Maximizing the Effect of Information Adoption: A General Framework, SDM'18, San Diego, CA, USA, 2018, Accepted. (中国计算机学会推荐B类国际会议)

[07] Xiangyu Zhao, Tong Xu*(徐童), Yanjie Fu, Enhong Chen, and Hao Guo, Incorporating Spatio-Temporal Smoothness for Air Quality Inference, ICDM'17, New Orleans, LA, USA, 2017, 1177-1182. (中国计算机学会推荐B类国际会议)

[08] Xiangyu Zhao, Tong Xu*(徐童), Qi Liu, Hao Guo, Exploring the Choice under Conflict for Social Event Participation, DASFAA'16, Dallas, TX, USA, 2016, 396-411.(中国计算机学会推荐B类国际会议)

[09] Dongfang Du, Hao Wang, Tong Xu*(徐童), Yanan Lu, Qi Liu, Enhong Chen, Solving Link-oriented Tasks in Signed Network via an Embedding Approach, SMC'17, Banff, Canada, 2017, 75-80.

[10] 杜东舫,徐童*,鲁亚男,管楚,刘淇,陈恩红,基于信任机制下概率矩阵分解的用户评分预测,软件学报,已接收

[11] Chuan Qin, Hengshu Zhu, Tong Xu(徐童), Chen Zhu, Liang Jiang, Enhong Chen, and Hui Xiong, Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach, SIGIR'18, Ann Arbor, MI, USA, 2018, Accepted(中国计算机学会推荐A类国际会议)

[12] Dazhong Shen, Hengshu Zhu, Chen Zhu, Tong Xu(徐童), Chao Ma, and Hui Xiong, A Joint Learning Approach to Intelligent Job Interview Assessment, IJCAI'18, Stocholm, Sweden, 2018, Accepted.(中国计算机学会推荐A类国际会议)

[13] Qi Liu, Guifeng Wang, Hongke Zhao, Chuanren Liu, Tong Xu(徐童), Enhong Chen, Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective, IJCAI'17, Melbourne, Australia, 2017, 695-702(中国计算机学会推荐A类国际会议)

[14] Guangyi Lv, Tong Xu(徐童), Enhong Chen, Qi Liu, Yi Zheng, Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos based on Semantic Embedding, AAAI'16, Phoenix, AZ, USA, 2016, 3000-3006.(中国计算机学会推荐A类国际会议)

[15] Zhen Pan, Qi Liu, Enhong Chen, Tong Xu(徐童), Haiping Ma, Hongjie Lin, Sparse Factorization Machines for Click-through Rate Prediction, ICDM'16, Barcelona, Spain, 2016, 400-409. (中国计算机学会推荐B类国际会议)

[16] Guannan Liu, Yanjie Fu, Tong Xu(徐童), Hui Xiong, Guoqing Chen, Discovering Temporal Retweeting Patterns for Social Media Marketing Campaigns, ICDM'14, Shenzhen, China, 2014, 905-910. (中国计算机学会推荐B类国际会议)

[17] Yu Yang, Enhong Chen, Qi Liu, Biao Xiang, Tong Xu(徐童), Shafqat Ali Shad, On Approximation of Real-World Influence Spread, ECML-PKDD'12, UK, 2012, 548-564. (中国计算机学会推荐B类国际会议)

[18] Hefu Zhang, Hongke Zhao, Qi Liu, Tong Xu(徐童), Enhong Chen, Xunpeng Huang, Finding Potential Lenders in P2P Lending: A Hybrid Random Walk Approach, Information Sciences, 432(2018), 376-391. (中国计算机学会推荐B类国际期刊)

[19] Chen Zhu, Hengshu Zhu, Yong Ge, Enhong Chen, Qi Liu, Tong Xu(徐童), Hui Xiong, Tracking the Evolution of Social Emotions with Topic Models, Knowledge and Information System, 2016, 47:517-544.(中国计算机学会推荐B类国际期刊)

[20] Ning Yan, Dong Liu, Bin Li, Houqiang Li, Tong Xu(徐童), Feng Wu, Convolutional Neural Network-based Invertible Half-Pixel Interpolation Filter for Video Coding, ICIP’18, Athens, Greece, 2018, Accepted. (中国计算机学会推荐C类国际会议)

[21] Biao Chang, Enhong Chen, Feida Zhu, Qi Liu, Tong Xu(徐童), Zhefeng Wang, Maximum A Posteriori Estimation for Information Source Detection, IEEE Transactions on Systems, Man and Cybernetics: Systems, Accepted

[22] Biao Chang, Tong Xu(徐童), Qi Liu, Enhong Chen, Survey on Information Diffusion Analysis in Social Networks and its Applications, International Journal of Automation and Computing, 2018, Accepted.

[23]曾宪宇,刘淇,赵洪科,徐童,王怡君,陈恩红,用户在线购买预测:一种基于用户操作序列和选择模型的方法,计算机研究与发展,2016, 53(8):1673-1683.

[24]陈恩红,徐童,田继雷,杨禹,移动情境感知的个性化推荐技术,中国计算机学会通讯,2013(3):18-24