Bin Xu

• Bin Xu, Sen Luo. Efficient Composition of SemanticWeb Services with End-to-End QoS Optimization. In the book of Evaluation of Semantic Web Services. Birgitta Koenig-Ries(Ed). Springer, 2012.

• "Java Programming Language--Application Developing" in Chinese, Tsinghua University Press, ISBN 7-302-13481-2, October 2006.
• "Java Programming Language Fundamentals" in Chinese, Tsinghua University Press, ISBN 7-302-11264-9, July 2005.
• "National Computer Ranking Examination Level-2 Course-Java Programming Language" in Chinese, Higher Education Press, ISBN:7-04-015260-6, June 2004.
• "JXTA-Java P2P Network Programming Technology" in Chinese, Tsinghua University Press, ISBN 7-302-06667-1, June 2003.

• Ji Qi, Bin Xu, Kaisheng Zeng, Jinxin Liu, Jifan Yu, Qi Gao, Juanzi Li, Lei Hou. ConstGCN: Constrained Transmission-based Graph Convolutional Networks for Document-level Relation Extraction. arXiv preprint arXiv:2210.03949, 2022.
• Zhen Yang, Ming Ding, Bin Xu, Hongxia Yang, Jie Tang. STAM: A Spatiotemporal Aggregation Method for Graph Neural Network-based Recommendation. WWW 2022.
• Meihan Tong, Bin Xu, Shuai Wang, Meihuan Han, Yixin Cao, Jiangqi Zhu, Siyu Chen, Lei Hou, Juanzi Li. DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction. NAACL 2022.
• Zhen Yang; Ming Ding; Xu Zou; Jie Tang; Bin Xu; Chang Zhou; Hongxia Yang. Region or Global, A Principle for Negative Sampling in Graph-based Recommendation. IEEE Transactions on Knowledge and Data Engineering, March 2022. doi: 10.1109/TKDE.2022.3155155.
• Wangjing TANG, Bin XU, Meihan TONG, Meihuan HAN, Liming WANG, Qi ZHONG. Popular science text classification model enhanced by knowledge graph. Journal of Computer Applications, 2022.

• Meihan Tong, Shuai Wang, Bin Xu, Yixin Cao, Minghui Liu, Lei Hou, Juaizi Li. Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition. ACL 2021.
• Gaochen Wu, Bin Xu, Yuxin Qin, Weizhou Wang, Geng Wang. Improving Low resource Reading Comprehension via Cross lingual Transposition Rethinking. The 10th International Joint Conference on Knowledge Graphs, 2021.
• Gaochen Wu, Bin Xu, Yuxin Qin, Yang Liu, Lingyu Liu, Ziwei Wang. OpenQA: Hybrid QA System Relying on Structured Knowledge Base as well as Non-structured Data. arXiv preprint arXiv:2112.15356, 2021.
• Gaochen Wu, Bin Xu, Dejie Chang, Bangchang Liu. A Multilingual Modeling Method for Span-Extraction Reading Comprehension. arXiv preprint arXiv:2105.14880, 2021.
• Yan Kong, Bin Xu, Bowen Zhao, Ji Qi. Deep Gaussian Mixture Model on Multiple Interpretable Features of Fetal Heart Rate for Pregnancy Wellness. Advances in Knowledge Discovery and Data Mining: 25th Pacific-Asia Conference, PAKDD 2021.
• Bin Xu. DiaKG: An Annotated Diabetes Dataset for Medical Knowledge Graph Construction. Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction: 6th China Conference, CCKS 2021.

• Meihan Tong, Shuai Wang, Yixin Cao, Bin Xu, Juaizi Li, Lei Hou, Tat-Seng Chua. Image Enhanced Event Detection in News Articles. AAAI 2020.
• Meihan Tong, Bin Xu, Shuai Wang, Yixin Cao, Lei Hou, Juanzi Li and Jun Xie. Improving Event Detection via Open-domain Trigger Knowledge. ACL 2020.

• Yang Liu, Bin Xu, Yuji Yang, Tonglee Chung, Peng Zhang. Constructing a hybrid automatic Q&A system integrating knowledge graph and information retrieval technologies. Foundations and Trends in Smart Learning: Proceedings of 2019 International Conference on Smart Learning Environments, 2019.
• Yukun Ma, Bin Xu, Xiaofei Xu. Real estate confidence index based on real estate news. Emerging Markets Finance and Trade, 2018.
• Meihan Tong, Bin Xu, Lei Hou, Juanzi Li, Shuai Wang. Leveraging multi-head attention mechanism to improve event detection. Chinese Computational Linguistics: 18th China National Conference, CCL 2019, Kunming, China, October 18–20, 2019, Proceedings 18.
• Y Hidalgo-Delgado, B Xu, AJ Mariño-Molerio, JP Febles-Rodríguez, AA Leiva-Mederos. A linked data-based semantic interoperability framework for digital libraries. Revista Cubana de Ciencias Informáticas, 2019.
• Tonglee Chung, Bin Xu, Yongbin Liu, Chunping Ouyang, Siliang Li, Lingyun Luo. Empirical study on character level neural network classifier for chinese text. Engineering Applications of Artificial Intelligence, 2019.

• 杨玉基, 许斌, 胡家威, 仝美涵, 张鹏, 郑莉。一种准确高效的领域知识图谱构建方法, 《软件学报》2018: 2931-2947.
• Tong Lee Chung, Bin Xu, Yongbin Liu, Chunping Ouyang. Main point generator: Summarizing with a focus. Database Systems for Advanced Applications: 23rd International Conference, DASFAA 2018, Gold Coast, QLD, Australia, May 21-24, 2018, Proceedings, Part I 23.

• Tonglee Chung, Bin Xu, Yongbin Liu, Juanzi Li, Chunping Ouyang. How do pronouns affect word embedding. Tsinghua Science and Technology, 2017.

• Qi Li, Bin Xu, Yukun Ma, Tonglee Chung. Real-time monitoring and forecast of active population density using mobile phone data. Big Data Technology and Applications: First National Conference, BDTA 2015, Harbin, China, December 25-26, 2015. Proceedings 1.
• SiLiang Li, Bin Xu, Tong Lee Chung. Definition extraction with lstm recurrent neural networks. Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data: 15th China National Conference, CCL 2016.
• Haiteng Li, Bin Xu, Nanyue Wang, Jia Liu. Deep convolutional neural networks for classifying body constitution. Artificial Neural Networks and Machine Learning–ICANN 2016: 25th International Conference on Artificial Neural Networks, Barcelona, Spain, September 6-9, 2016, Proceedings, Part II 25.

• Chao Wu, Bin Xu, ShanShan Shi, Bin Zhao. Time–activity pattern observatory from mobile web logs. International Journal of Embedded Systems 7 (1), 71-78. 2015.
• Tong Lee Chung, Bin Xu, Xuanyu Yao, Qi Li, Bozhi Yuan. Ontology based Suggestion distribution system. Semantic Technology: 4th Joint International Conference, JIST 2014, Chiang Mai, Thailand, November 9-11, 2014. Revised Selected Papers 4.
• Chao Wu, Bin Xu, Qi Li. Parallel accurate localization from cellular network. Big Data Computing and Communications: First International Conference, BigCom 2015, Taiyuan, China, August 1-3, 2015, Proceedings 1.
• Jiaxiang Ge, Bin Xu, Qi Li, Yongbin Liu. Recommending a Credible Web Service. 2015 IEEE International Conference on Web Services.

• Bozhi Yuan, Bin Xu, Tonglee Chung, et al. Mobile Phone Recommendation Based on Phone Interest. Web Information Systems Engineering, CWISE 2014. Springer International Publishing, 2014: 308-323.[PDF]
• Bozhi Yuan, Bin Xu, Chao Wu, et al. Mobile Web User Behavior Modeling. Web Information Systems Engineering, CWISE 2014. Springer International Publishing, 2014: 388-397. [PDF]
• Tonglee Chung, Bin Xu, Xuanyu Yao, Qi Li and Bozhi Yuan. Ontology based Suggestion Distribution System. Proceedings of the 4th Joint International Semantic Technology Conference. Nov 9-11, 2014, Chiang Mai, Thailand. [PDF]
• Bin Xu, Jiaxiang Ger, Tonglee Chung. Measuring Credit of Web Service. 21th IEEE International Conference on Web Services, June 27 - July 2, 2014, Alaska, USA. [PDF]
• Zhilin Yang, Jie Tang, Bin Xu, and Chunxiao Xing. Active Learning for Networked Data Based on Non-progressive Diffusion Model. In Proceedings of the Seventh ACM International Conference on Web Search and Data Mining (WSDM'14). pp. 363-372.[PDF]

• Tonglee Chung, Bin Xu, Peng Zhang, Yuanhua Tan, Ping Zhu. Constructing City Ontology from Expert for Smart City Management. The 3rd Joint International Semantic Technology Conference (JIST 2013), Nov 28-30, 2013, Seoul, Korea.[PDF]
• Jian Cui, Bin Xu. Cost-Effective Activity Recognition on Mobile Devices. 8th International Conference on Body Area Networks. September 30-October 2, 2013. Boston, Massachusetts, United States.[PDF]
• Yin Bai, Bin Xu, Shuyang Jiang, Haifeng Yang, Jian Cui. Can You Form Healthy Habit? Predicting Habit Forming States through Mobile Phone. 8th International Conference on Body Area Networks. September 30-October 2, 2013. Boston, Massachusetts, United States.[PDF]

• Shujie Gong, Bin Xu, Guodong Sun, Mingrui Chen, Nanyue Wang, Chiyu Dong, Peng Wang and Jian Cui.Accurate Cirrhosis Identification with Wrist-Pulse Data for Mobile Healthcare. mHealthSys: Second International Workshop on Mobile Systems, Applications, and Services for Healthcare.The 10th ACM Conference on Embedded Networked Sensor Systems (SenSys'12), Nov. 6-9, 2012, Toronto, Canada. [PDF]
• Bin Xu, Sen Luo, Kewu Sun. Towards Multimodal Query in Web Service Search. 2012 IEEE 19th International Conference on Web Services, 24-29 June 2012, Honolulu, Hawaii, USA. [PDF]
• Yin Bai, Bin Xu, Yuanchao Ma, Guodong Sun, Yu Zhao. Will You Have a Good Sleep? Sleep Quality Prediction with Mobile Phone. 7th International Conference on Body Area Networks. Sept 24-26, 2012, Oslo, Norway.[PDF]
• Jian Cui,Bin Xu, Nanyue Wang, Guodong Sun. Fuzzy feature for Traditional Chinese Medical Pulse Data. 7th International Conference on Body Area Networks. Sept 24-26, 2012, Oslo, Norway [PDF]
• Yuanchao Ma, Bin Xu, Yin Bai, Guodong Sun, Run Zhu. Daily Mood Assessment Based on Mobile Phone Sensing. The 9th International Conference on Wearable and Implantable Body Sensor Networks (BSN2012), May 9-12, 2012, London, UK.[PDF]
• Yu Wang, Dingbang Xu, Fan Li, Xiao He, Chao Zhang, Bin Xu, Shaojie Tang. L2P2: Location-aware Location Privacy Protection for Location-based Services. The 31st Annual IEEE International Conference on Computer Communications (IEEE INFOCOM 2012), March 25-30, 2012, Orlando, Florida USA.[PDF]

• Bin Xu, Ran Yu, Guodong Sun, Zheng Yang. Whistle: Synchroniztion-free TDOA for Localization. The 31st International Conference on Distributed Computing Systems(ICDCS 2011), Jun. 20-24, 2011, Minneapolis, Minnesota, USA.[PDF]
• Minsu Huang, Siyuan Chen, Ying Zhu, Bin Xu, and Yu Wang, Topology Control for Time-Evolving and Predictable Delay-Tolerant Networks, in Proc. of 8th IEEE International Conference on Mobile Ad-hoc and Sensor Systems (MASS 2011), Valencia, Spain, October 2011. [Best Paper Candidate].[PDF]
• Jian Cui, Guodong Sun, Bin Xu. Demo: AD-Sense - Activity-driven Sensing for Mobile Devices. The 9th ACM Conference on Embedded Networked Sensor Systems (SenSys'11), Nov. 1-4, 2011, Seattle, USA. [PDF]
• Bin Xu, Jian Cui, Guodong Sun, and Yuanchao Ma. Demo: Activity-aware heart sensing in mobile healthcare. mHealthSys: First International Workshop on Mobile Systems, Applications, and Services for Healthcare.The 9th ACM Conference on Embedded Networked Sensor Systems (SenSys'11), Nov. 1-4, 2011, Seattle, USA. [PDF]
• Yuanchao Ma, Bin Xu, Yin Bai, Zonghui Li. Building Liked Open University Data. Joint International Semantic Technology Conference (JIST2011).Hangzhou, China, Dec 2011. [PDF]
• Sen Luo, Bin Xu, Kewu Sun, Yin Bai, Peng Zhang, Jiuhong Hu, Zonghui Li. iWeb: A Service-oriented Web Application Framework with Service Selection overQoS and Context. IEEE International Conference on e-Business Engineering (ICEBE 2011). Beijing, China, October 2011. [Best Paper Finalist].[PDF]

• Sen Luo, Bin Xu, Yixin Yan. An Accumulated-QoS-First Search Approach for Semantic Web Service Composition. IEEE International Conference on Service-Oriented Computing and Applications (SOCA 10). December 13-15, 2010, Perth, Australia.
• Ran Yu, Bin Xu, Guodong Sun, Zheng Yang. Demo Abstract: Whistle , C Synchronization-Free TDOA for Localization. The 8th ACM Conference on Embedded Networked Sensor Systems (SenSys'10), Nov. 3-5, 2010, Zurich, Switzerland. [PDF]
• Guodong Sun, Bin Xu. Dynamic Routing Algorithm for Priority Guarantee in Low Duty-cycled Wireless Sensor Networks. International Conference on Wireless Algorithms, Systems, and Applications (WASA 2010). August 15-17, 2010, Beijing, China.[PDF]
• Guodong Sun and Bin Xu. Delay-aware routing in low duty-cycle wireless sensor networks. The 6th International Conference on Wireless Communications, Networking and Mobile Computing (WiCOM'10), Sep. 23~25, 2010, Chengdu, China. [PDF]
• Sen Luo, Bin Xu, Kewu Sun. Compose Real Web Service with Context. 2010 IEEE International Conference on Web Services (ICWS 2010). July 5-10, 2010, Miami, Florida, USA.
• Zheng Yang, Bin Xu, Saier Ye, and Baijian Yang. tk-converage: Time-based K-Coverage for energy efficient monitoring. The Fifteenth International Conference on Parallel and Distributed Systems (ICPADS'09). Dec. 8~11, 2010, Shenzhen, China.[PDF]

• Bin Xu, Yixin Yan. An Efficient QoS-driven Service Composition Approach for Large-scale Service Oriented Systems. IEEE International Conference on Service-Oriented Computing and Applications (SOCA 09). December 14-15, 2009, Taipei, Taiwan.[PDF]
• Yixin Yan, Bin Xu, Zhifeng Gu, Sen Luo. A QoS-Driven Approach for Semantic Service Composition. IEEE Conference on Commerce and Enterprise Computing (CEC '09). July 20-23, 2009, Vienna, Austria.[PDF]

• Zhifeng Gu, Juanzi Li, Bin Xu. Automatic Service Composition Based on Enhanced Service Dependency Graph. 2008 IEEE International Conference on Web Services (ICWS 2008). September 23-26, 2008, Beijing, China. pp. 246-263.[PDF]
• Yixin Yan, Bin Xu, Zhifeng Gu. Automatic Service Composition Using AND/OR Graph. In Proc. of IEEE Joint Conference on E-Commerce Technology (CEC '08) and Enterprise Computing, E-Commerce and E-Services (EEE '08) (CEC/EEE 2008). July 21-24, 2008, Washington, D.C. , USA. pp. 335-338.[PDF]

• Bin Xu, Dewei Chen. Semantic Web Services Discovery in P2P Environment. 2007 International Conference on Parallel Processing (ICPP-07) Workshops. September 10-14, 2007, Xi'an, China.[PDF]
• Zheng Yang, Bin Xu, Jingyao Dai, Tao Gu. PAS: Prediction-based Adaptive Sleeping for Environment Monitoring in Sensor Networks. 2007 International Conference on Parallel Processing (ICPP-07) Workshops. September 10-14, 2007, Xi'an, China.[PDF]
• Zhifeng Gu, Bin Xu, Juanzi Li. Inheritance-Awared Document-Driven Service Composition. In Proc. of IEEE Joint Conference on E-Commerce Technology (CEC '07) and Enterprise Computing, E-Commerce and E-Services (EEE '07) (CEC/EEE 2007). July 23-26, 2007, Tokyo, Japan. 513-516.[PDF]
• Zhifeng Gu, Juanzi Li, Jie Tang, Bin Xu. Verification of Web Service Conversations Specified in WSCL. The First IEEE International Workshop on QUality Oriented Reuse of Software (QUORS) in 31st Annual IEEE International Computer Software and Applications Conference. July 23-27, 2007, Beijing, China. 432-437.[PDF]

• Bin Xu, Tao Li, Zhifeng Gu, Gang Wu. SWSDS: Quick Web Service Discovery and Composition in SEWSIP. In Proc. of the IEEE Joint Conference on E-Commerce Technology (CEC '06) and Enterprise Computing, E-Commerce and E-Services (EEE '06) (CEC/EEE 2006), 26-29 June 2006, Palo Alto, California. 449-451.[PDF]

• Bin Xu, Yan Wang, Zhang Po, Juanzi Li. Web Service Searching based on Domain Ontology. In Proc. of the IEEE International Workshop on Service Oriented System Engineering (SOSE05). Beijing, China, 2005. 51-55.
• Juanzi Li, Bin Xu, Wenjun Yang, Dewei Chen, Po Zhang, Kehong Wang. SEWSIP Semantic based Web Service Integration in P2P. In Proc. of the IEEE International Workshop on Service Oriented System Engineering (SOSE05). Beijing, China, 2005. 97-101.
• Duo Zhang, Juanzi Li, Bin Xu. Web Service Annotation Using Ontology Mapping. In Proc. of the IEEE International Workshop on Service Oriented System Engineering (SOSE05). Beijing, China, 2005. 235-242.

• 部委项目：基于知识图谱的“科普中国”分析研究(2022-2022)
• 国家重点研发计划课题：面向基础教育的海量知识库建设与构建关键技术及系统二期课题——语言智能处理关键技术研究(2019-2021)
• 国家重点研发计划课题：知识产权大数据挖掘技术、智能推送技术及应用示范(2018-2020)
• PI, Research on Massive Knowledge Graph Construction for Elementary Education(2015-2017). National High Technology Research and Development Program of China (863 Program).
• PI, Mobile Behavior Analysis and Application. Ministry of Education-China Mobile Research Fund.
• Co-PI, Knowledge Discovery and Reasoning for Smart City (2013-2015).National High Technology Research and Development Program of China (863 Program)
• PI, Data Reliability in Mobile Health Service Based on Body Sensor Network (2012-2015).NSFC Funded Project.
• Co-PI, Model and Prediction of Mobile Social Network (2011-2011). Nokia.
• PI, Research on Self-adaptive Internetware (2009-2010).National High Technology Research and Development Program of China (863 Program)
• Co-PI, Software Product Line for Data Processing (2007-2010).National High Technology Research and Development Program of China (863 Program).
• PI, Research on 3D Location of body sensor net using Doppler shifts (2009-2011). NSFC Funded Project.
• Member, Research on Network Protocol of Wireless Sensor Network (2006-2010). National Basic Research Program of China (973 Program).

Awards

• 2021 China China Science and Technology Progress Award(2nd Class).
• 2020 Outstanding scientific research achievement award by Chinese Association for Artificial Intelligence.
• 2017 Beijing Science and Technology Progress Award(1st Class).
• 2017 Sliver Medal of International Exhibition of Inventions of Geneva 45th.
• 2016 Gold Medal of International Exhibition of Inventions (Kunshan) 9th.
• 2013 Science and Technology Progress Award(3nd Class) by Chinese Institute of Electronics.
• 2012 Beijing Science and Technology Progress Award(3nd Class).
• "First Runner-up Team of Semantic Composition" in Web Services Challenge 2009, in the 2009 IEEE Conference on Commerce and Enterprise Computing (CEC '09). July 20-23, 2009, Vienna, Austria.
• "First Place Team of Semantic Composition" in Web Services Challenge 2008, in the 2008 IEEE Joint Conference on E-Commerce Technology (CEC '08) and Enterprise Computing, E-Commerce and E-Services (EEE '08) (CEC/EEE 2008). July 21-24, 2008, Washington, D.C. , USA.
• "First Place Team of Semantic Composition" in Web Services Challenge 2007, in the 2007 IEEE Conference on E-Commerce Technology (CEC 2007) and IEEE Conference on Enterprise Computing, E-Commerce and E-Services (EEE 2007) (CEC/EEE 2007), July 23-26, 2007, Tokyo, Japan.
• "First Place Team of Syntactic Composition" in Web Services Challenge 2006, in the 2006 IEEE Conference on E-Commerce Technology (CEC 2006) and IEEE Conference on Enterprise Computing, E-Commerce and E-Services (EEE 2006), 26-29 June 2006, Palo Alto, California.
• 2007 Faculty Scholarship given by Citibank.
• Java Champion elected by Sun Microsystems in 2005.
• 2001 Beijing Science and Technology Progress Award 2nd Class