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范意兴  副研究员  


                                        
研究方向：

                                        
所属部门：网络数据科学与技术重点实验室

                                        
导师类别：硕导

                                        
联系方式：fanyixing@ict.ac.cn

                                        
个人网页：http://www.bigdatalab.ac.cn/~fanyixing/

                                    

                                

                            


                        

                    

                

            

            

                

                    

                        

                            

                                
简       历：

                                

                                    



2021年9月 — 今：中科院计算所，副研究员


2018年7月 — 2021年9月：中科院计算所，助理研究员


2012年7月 — 2018年9月：中国科学院大学，计算机学院，博士生


2008年9月 — 2012年7月：厦门大学，信息学院，本科生 



                                

                            

                            

                                
主要论著：

                                

                                    


期刊文章:


[1] Jiafeng Guo, Yinqiong Cai, Yixing Fan*, Fei Sun, Ruqing Zhang, Xueqi Cheng. Semantic Models for the First-stage Retrieval: A Comprehensive Review, ACM Transactions on Information Systems (TOIS) 2022, CCF-A类期刊


[2] Ruqing Zhang, Jiafeng Guo, Lu Chen, Yixing Fan, and Xueqi Cheng. A Review on Question Generation from Natural Language Text. ACM Transactions on Information Systems, TOIS 2021. CCF-A类期刊.


[3] Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, and Xueqi Cheng. Dual-factor Generation Model for Conversation. ACM Transactions on Information Systems. TOIS 2020, CCF-A类期刊


[4] Jiafeng Guo, Yixing Fan, Liang Pang, etc. A deep look into neural ranking models for information retrieval. 2019, IPM. CCF-B 类期刊


会议文章：


[1] Yixing Fan, Jiafeng Guo, Xinyu Ma, Ruqing Zhang, Yanyan Lan, and Xueqi Cheng. A Linguistic Study on Relevance Modeling in Information Retrieval, In Proceedings of the Web Conference 2021. WWW 2021, CCF-A类会议.


[2] Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xiang Ji and Xueqi Cheng.PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval. Proceedings of the 14th ACM International Conference on Web Search and Data Mining, WSDM 2021, CCF-B类会议.


[3] Lixin Su, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Jiangui Chen, Yanyan Lan and Xueqi Cheng.Beyond Relevance: Trustworthy Answer Selection via Consensus Verification. Proceedings of the 14th ACM International Conference on Web Search and Data Mining, WSDM 2021, CCF-B类会议.


[4] Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xiang Ji, and Xueqi Cheng. B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval. The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021. CCF-A类会议.


[5] Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Yixing Fan, and Xueqi Cheng. FedMatch: Federated Learning Over Heterogeneous Question Answering Data. The 30th ACM International Conference on Information and Knowledge Management, CIKM2021. CCF-B 类会议.


[6] Yinqiong Cai, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Yanyan Lan and Xueqi Cheng. A Discriminative Semantic Ranker for Question Retrieval. The 7th ACM SIGIR International Conference on the Theory of Information Retrieval (ICTIR2021). CCF-C类会议.


[7] Zizhen Wang, Yixing Fan, Jiafeng Guo, Liu Yang, Ruqing Zhang, Yanyan Lan, Xueqi Cheng, Hui Jiang and Xiaozhao Wang. Match^2: A Matching over Matching Model for Similar Question Identification. Proceedings of the 29th ACM International Conference on Information \& Knowledge Management, SIGIR 2020, CCF-A类会议.


[8] Chen Wu, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng. Learning to Truncate Ranked Lists for Information Retrieval. The Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021. CCF-A类会议.


[9] Xingchen Deng, Lei Zhang, Yixing Fan, Long Bai, Jiafeng Guo, Pengfei Wang. Bidirectional Dependency-Guided Attention for Relation Extraction. Proceedings of The 12th ACML , 2020. CCF-C类会议.


[10] Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan and Xueqi Cheng. Query Understanding via Intent Description Generation. Proceedings of the 29th ACM International Conference on Information \& Knowledge Management, CIKM 2020, CCF-B类会议.


[11] Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, and Xueqi Cheng. Structure Learning for Headline Generation. AAAI-20, CCF-A类会议.


[12] Lixin Su, Jiafeng Guo, Ruqing Zhang, Fan Yixing, Yanyan Lan and Xueqi Cheng. Continual Domain Adaptation for Machine Reading Comprehension. Proceedings of the 29th ACM International Conference on Information \& Knowledge Management, CIKM, 2020, CCF-B类会议.


[13] Jiafeng Guo, Yixing Fan, Xiang Ji, Xueqi Cheng. MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching. 2019, SIGIR


[14] Lixin Su, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng. Controlling Risk of Web Question Answering. Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019 SIGIR, CCF-A类会议.


[15] Ruqing Zhang, Jiafeng Guo, Yixing Fan, etc. Outline Generation: Understanding the Inherent Content Structure of Documents. Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019 SIGIR, CCF-A类会议.


[16] Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, and Xueqi Cheng. Understanding and Improving Neural Ranking Models From a Term Dependence View. The 15th Asia Information Retrieval Societies Conference (AIRS-19).


[17] Lixing Su, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng. An Adaptive Framework for Conversational Question Answering. 2019, AAAI, CCF-A类会议.


[18] Yixing Fan, Qingyao Ai, Zhaochun Ren,Liangjie Hong, Dawei Yin and Jiafeng Guo. DAPA: The WSDM 2019 Workshop on Deep Matching in Practical Applications, Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019 WSDM, CCF-B类会议.


[19] Guoxin Cui, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng. LTrend-Smooth: Accelerate Asynchronous SGD by Smoothing Parameters Using Parameter Trends [J]. IEEE Access (Volume: 7 ).


[20] Yixing Fan, Jiafeng Guo, Yanyan Lan, JunXu, Xueqi Cheng, Chengxiang Zhai and Xueqi Cheng. Modeling Diverse Relevance Patterns in Ad-hoc Retrieval, The 41st International ACM SIGIR Conference on Research \& Development in Information Retrieval, SIGIR 2018, CCF-A类会议.


[21] Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Jun Xu, Huanhuan Cao, Xueqi Cheng. Question Headline Generation for News Articles, Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018 CIKM, CCF-B类会议.


[22] Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Jun Xu , xueqi Cheng, Learning to Control the Specificity in Neural Response Generation, ACL 2018, CCF-A类会议.


[23] Yixing Fan, Liang Pang, Jianpeng Hou, Jiafeng Guo, Yanyan Lan, Xueqi Cheng. MatchZoo: A toolkit for Deep Text Matching. SIGIR 2017 WorkShop.


[24] Yixing Fan, Jiafeng Guo, Yanyan Lan, Jun Xu, Liang Pang, Xueqi Cheng. Learning Visual Features from Snapshots for Web Search. Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, CIKM 2017, CCF-B类会议, Best Paper Runner-Up.


[25] Jiafeng Guo, Yixing Fan, Qingyao Ai, W. Bruce Croft. A Deep Relevance Matching Model for Ad-hoc Retrieval. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management，CIKM 2016, CCF-B 类会议.


[26] Jiafeng Guo, Yixing Fan, Qingyao Ai, W. Bruce Croft. Semantic Matching by Non-linear Word Transportation for Information Retrieval. Proceedings of the 25th ACM International on Conference on Information and Knowledge Management，CIKM 2016, CCF-B类会议.



                                

                            

                            

                                
科研项目：

                                

                                    



[1] NSFC青年基金项目：面向高可靠的开放域问答研究，2020-2023，26万，项目负责人；


[2] 中科院青年创新促进会项目：基于认知的信息检索相关性建模，2021-2023，80万，项目负责人；


[3] 中国科协青年人才托举工程项目：智能信息检索，2021-2023，45万，项目负责人；


[4] 腾讯校企合作项目：基于实体链接增强的账号搜索优化，2020-2021，29万，项目负责人；


[5] NSFC优秀青年项目：信息检索与评价，2018-2020，130万，主要参与人。



                                

                            

                            

                                
获奖及荣誉：

                                

                                    


2021 中国科协青年人才托举工程


2020 中国科学院青年创新促进会会员


2019 中科院计算所优秀研究人员


2018 中国中文信息学会优秀博士学位论文奖