Xiu Fang（方秀，澳大利亚籍）

【个人简介】

博士，计算机信息技术系讲师，硕士生导师。博士获全额奖学金就读于澳大利亚The University of Adelaide（阿德莱德大学）和Macquarie University（麦考瑞大学），2018年毕业于麦考瑞大学，获工学博士学位。本科及硕士毕业于华中科技大学。目前已发表十余篇国际学术会议或期刊论文，包括计算机学会（CCF）推荐列表A类国际会议WWW、SIGMOD，IEEE INFOCOM, IJCAI，B类国际会议CIKM，C类国际会议ER、WISE，SCI期刊World Wide Web Journal，ACM Transactions on Intelligent Systems and Technology等。

诚邀各位准研究生、本科生（大三及以上）加入实验室参与研究课题，有意者请邮箱联系：xiu.fang@dhu.edu.cn

【研究方向】

大数据分析, 网络挖掘, 数据集成, 知识库, 物联网等。

【讲授课程】

1.全英文研究生课程：《Introduction to Data Mining》

2.本科生课程：《Python语言程序设计》

3.本科生课程：《数据科学技术与应用》

【近期主持或参与的科研项目】

1.【横向】生鲜冻品产业互联网数字化赋能平台研究与设计，2022.04-2025.03，在研，主持。

2.【横向】奢侈品销售数据挖掘系统设计，2022.03-2022,09,已结题，主持。

3.【横向】纺织印染产品智能化系统建设， 2022.10-2023.10，在研，参与。

4.【纵向】青年科技英才扬帆计划，大规模动态图中快速图匹配算法研究，2022.04-2025.03，在研，参与。

5.【纵向】上海市科学技术委员会自然科学基金，基于Transformer模型的细粒度跨模态哈希检索研究，2022.04-2025.03，在研，参与。

6.【纵向】上海市科学技术委员会自然科学基金，跨企业联邦学习的安全增强方法与激励机制设计，2022.04-2025.03，在研，参与。

7.【纵向】中央高校自由探索项目，基于可信度评估和真值发现的大数据融合关键技术研究，2021.01-2023.12，在研，主持。

8.【纵向】网投比较靠谱的大平台青年教师启动项目, 针对互联网信息除杂的真值发现关键技术研究, 2021.01-2021.12，已结题，主持。

9.【纵向】澳大利亚研究基金委ARC Discovery Project，What Can You Trust in the Large and Noisy Web? 2020.01-2022.12，已结题，参与。

10.【纵向】澳大利亚研究基金委ARC Discovery Project，Reputation-based Trust Management in Crowdsourcing Environments，2018.01-2020.12，已结题，参与。

【主要论文研究成果】

期刊

1.Xiu Fang, Kang Wang, Guohao Sun, Suxin Si, and Hang Lv, Truth Discovery from Conflicting Data: A Survey. Jounral of Donghua University (English Edition), 1-26 (2022).

2.Xiu Fang, Suxin Si, Guohao Sun, Quan Z. Sheng, Wenjun Wu, Kang Wang, and Hang Lv, Selecting Workers Wisely for Crowdsourcing When Copiers and Domain Experts Co-exist. Future Internet, MDPI 14(2): 1-22 (2022).【EI】

3.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Wei Emma Zhang, Jian Yang, and Anne H.H. Ngu. From Appearance to Essence: Comparing Truth Discovery Methods without Using Ground Truth. ACM Transactions on Intelligent Systems and Technology (TIST), 11(6): 74:1-74:24 (2020).【SCI二区】

4.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Dianhui Chu, and Anne H. H. Ngu. SmartVote: A Full-Fledged Graph-Based Model for Multi-Valued Truth Discovery. World Wide Web Journal, Springer 22(4): 1855-1885 (2019).

5.Yihong Zhang, Claudia Szabo, Quan Z. Sheng, and Xiu Susie Fang. SNAF: An Effective Location Inference and Event Monitoring System for Twitter. World Wide Web Journal, Springer, 21(2): 311-343 (2018).

6.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Anne H.H. Ngu, and Yihong Zhang. GrandBase: Generating Actionable Knowledge from Big Data. International Journal on PSU Research Review, Emerald, 2017 (Invited Paper).

会议

7.Xiu Fang, Kang Wang, Guohao Sun, Yating Tang, and Chenlin Shen. Multiple Heads are Better than One: Combining Wisdom from Truth Discovery Methods. Proceedings of the 3th International Conference on Computer Science and Management Technology (ICCSMT 2022), 18-20 November 2022, Shanghai, China. Accepted, To Appear. 【EI】

8.Xiu Susie Fang, Suxin Si, Guohao Sun, Wenjun Wu, Kang Wang, and Hang Lv, A Domain-Aware Crowdsourcing System with Copier Removal. International Conference on Internet of Things, Communication and Intelligent Technology (IoTCIT 2022), 21-23 August 2022, Changsha, China. Accepted, To Appear. 【EI】

9.Xiaolin Wang, Guohao Sun, Xiu Fang, Jian Yang, and Shoujin Wang. Modeling Spatio-temporal Neighbourhood for Personalized Point-of-interest Recommendation. Proceedings of the 31th International Joint Conference on Artificial Intelligence (IJCAI 2022), 23-29 July 2022, Messe Wien, Vienna, Austria. 【CCF A】

10.Xiu Susie Fang, Quan Z. Sheng, Jian Yang, Guohao Sun, Xianzhi Wang, and Yihong Zhang. Resolving Conflicts among Unbalanced Multi-Source Data When Multi-value Objects Exist. IEEE INFOCOM 2022 – IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 2-5 May 2022, Virtual Conference. 【CCF A】

11.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, Lina Yao, and Anne H.H. Ngu. SourceVote: Fusing Multi-Valued Data via Inter-Source Agreements. In Proceedings of the 36th International Conference on Conceptual Modeling (ER 2017). 6-9 November 2017, Valencia, Spain.

12.Xiu Susie Fang. Truth Discovery from Conflicting Multi-Valued Objects. In Proceedings of the 26th International World Wide Web Conference (WWW 2017 Companion), 3 - 7 April 2017, Perth, Australia.

13.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, and Anne H.H. Ngu. Value Veracity Estimation for Multi-Truth Objects via a Graph-Based Approach. In Proceedings of the 26th International World Wide Web Conference (WWW 2017 Companion), 3 - 7 April 2017, Perth, Australia.

14.Xiu Susie Fang, Quan Z. Sheng, and Xianzhi Wang. An Ensemble Approach for Better Truth Discovery. In Proceedings of the 12th Anniversary of the International Conference on Advanced Data Mining and Applications (ADMA 2016) , 12 - 15 Dec 2016, Gold Coast, Australia.

15.Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, and Xiaofei Xu. Truth Discovery via Exploiting Implications from Multi-Source Data. In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016). 24 - 28 October, 2016, Indianapolis, USA.

16.Xianzhi Wang, Quan Z. Sheng, Lina Yao, Xue Li, Xiu Susie Fang, and Xiaofei Xu. Empowering Truth Discovery with Multi-Truth Prediction. In Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016). 24 - 28 October, 2016, Indianapolis, USA.

17.Yihong Zhang, Claudia Szabo, Quan Z. Sheng, and Xiu Susie Fang. Classifying Perspectives on Twitter: Immediate Observation, Affection, and Speculation. In Proceedings of the 16th International Conference on Web Information Systems Engineering (WISE 2015). 18 - 20 October 2015, Miami, Florida, USA.

18.Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Lina Yao, Xiaofei Xu, and Xue Li. An Integrated Bayesian Approach for Multi-Truth Discovery. In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015). 19 - 23 October 2015, Melbourne, VIC, Australia.

19.Xianzhi Wang, Quan Z. Sheng, Xiu Susie Fang, Xue Li, Xiaofei Xu, and Lina Yao. Approximate Truth Discovery via Problem Scale Reduction. In Proceedings of the 24th ACM International Conference on Information and Knowledge Management (CIKM 2015). 19 - 23 October 2015, Melbourne, VIC, Australia.

20.Xiu Susie Fang, Xianzhi Wang, and Quan Z. Sheng. Ontology Augmentation via Attribute Extraction from Multiple Types of Sources. In Proceedings of the 26th Australasian Database Conference (ADC 2015). 4 - 6 June 2015, Melbourne, VIC, Australia.

21.Xiu Susie Fang. Generating Actionable Knowledge from Big Data. In Proceedings of the 2015 SIGMOD PhD Symposium (SIGMOD 2015), May 31 - June 04 2015, Melbourne, VIC, Australia.

Other publications

22.Xiu Susie Fang, Quan Z. Sheng, Xianzhi Wang, and Anne H. H. Ngu. SmartMTD: A Graph-Based Approach for Effective Multi-Truth Discovery. CoRR abs/1708.02018 (2017).

【学术服务】

担任众多国际顶级与知名学术会议的PC Member及审稿人

【联系方式】

邮箱：xiu.fang@dhu.edu.cn

办公室：网投比较靠谱的大平台松江校区1号学院楼237