林欣

知识图谱、多模态数据分析、人机混合智能

研究项目:

1. LBS中连续查询的位置匿名研究 (国家自然科学基金项目‚项目负责人‚编号：60903169‚2010－2012)

 2. NGB应用业务用户行为分析关键技术研究 (上海市科委重大项目‚子课题负责人)

 3. 基于位置的服务中连续查询位置匿名研究 (必赢BWIN科研创新基金项目‚2011－2012)

 4. LBS中隐私保护研究 (上海交通大学信息安全重点实验室开放课题‚2010－2011)

 5. 2011年度香江学者计划入选者

 6. 博士后基金特别资助 (2011)

 7. 上海博士后科研计划(2013)

 9. 不确定知识图谱中面向结构查询的众包清洗研究（国家自然基金面上项目，项目负责人，编号：61572193）

10. 基于知识图谱的学科趋势和人才态势研究（上海市软课题项目，项目负责人）

11. 基于知识图谱的学科和人才发展态势研究（上海市自然基金项目，项目负责人，编号：17ZR1444900). 

12. 面向建筑领域的VR模型快速生成技术研究（上海市科委项目，子课题负责人）

13. 基于众包技术的知识图谱精化研究（国家自然基金面上项目，项目负责人，编号：61773167）

14. 基于知识图谱的遗留代码关联分析（横向项目，杭州恒天软件，2017）

15. 必赢BWIN计算机与软件工程学院科研创新基金

16. 上海市科委科研评审专家推荐系统

17. 基于人机混合智能的常识信息抽取方法 (上海市科委项目，子课题负责人，编号：19511120200)

18. 元模型驱动的开放环境自适应感知（科技部重点研发计划，子课题参与，编号： 2018AAA0100503）

19. 基于知识图谱和DBpedia创新知识库技术的上海人工智能公共研发资源图谱 （上海市经信委项目，子课题负责人）

20. 基于认知发展的机器认知智能评测理论与方法（上海市科委人工智能专项，课题负责人，编号：21511100100） 

获奖：

1.  2011年度IBM奖教金

发表论文：

• Yuanyuan Mao, Shuang Liu, Qin Ni, Xin Lin, Liang He. A Review on Machine Theory of Mind.Accepted by IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2024. 

• Shizhou Huang, Changqun Li , Bo Xu , Jiabo Ye and Xin Lin. A Sentimental Prompt Framework with Visual Text Encoder for Multimodal Sentiment Analysis. (CCF-B类会议）

• Changqun Li, Linlin Wang*, Xin Lin*, Shizhou Huang, Liang He. Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement. NAACL 2024. (CCF-B类会议）

• Yuanyuan Mao, Xin Lin*, Qin Ni, Liang He. BDIQA: A new Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind. AAAI 2024. (CCF-A类会议）

• Shizhou Huang, Changqun Li, Bo Xu, Jiabo Ye and Xin Lin. MNER-MI: A Multi-image Dataset for Multimodal Named Entity Recognition in Social Media. Accepted by Conling 2024. （CCF-B类会议，自然语言处理领域顶级会议）

•  ZeFeng Cai, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Xin Lin, Liang He, Daxin Jiang. HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization. ICLR 2023. （人工智能领域顶级会议）
  

•  Bo Xu, Shizhou Huang, Ming Du, Hongya Wang, Hui Song, Yanghua Xiao, and Xin Lin. Unified Visual Prompt Tuning Framework with Mixture-of-Experts for Multimodal Information Extraction. Dasfaa 2023. （CCF-B类会议）

  
  

• Jianglin Jin, Jiabo Ye, Xin Lin∗ , Liang He. Pseudo-Query Generation For Semi-Supervised Visual Grounding With Knowledge Distillation. ICASSP 2023. (CCF -B类会议）

• Dingbang Li, Xin Lin*, Haibin Cai, Wenzhou Chen. Visual Graph Reasoning Network. ICASSP 2023. (CCF -B类会议）

• Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, LinlinWang1，Gerard de Melo, Xin Lin, Liang Pang, Liang He.Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation. AAAI 2023. （CCF-A类会议）

• Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He. Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. Emnlp 2022. (CCF-B类会议)

• Jiabo Ye,Junfeng Tian, Ming Yan, Xiaoshan Yang,Xuwu Wang, Ji Zhang, Liang He, and Xin Lin.

  Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding. CVPR 2022,

• Zijing Yang, Linlin Wang, Xin Lin, Liang He. Inferring Substitutable and Complementary Products with Knowledge-Aware Path Reasoning based on Dynamic Policy Network. Accepted by Knowledge-Based System. 2021（中科院一区期刊）

• Jiabo Ye, Liang He, Dingbang Li, Qin Chen and Xin Lin. One-Stage Visual Grounding via Semantic-Aware Feature Filter. MM, 2021 (CCF-A类会议）

• Jiabao Zhao, Yifan Yang, Xin Lin*, Jing Yang, Liang He. Looking wider for better adaptive representation in Few-Shot Learning. AAAI, 2021, (CCF-A类会议）

• Jiabao Zhao, Xin Lin*, Yifan Yang, Jing Yang, Liang He. Cross-Modal Knowledge Distillation for Fine-Grained One-Shot Classification. ICASSP, 2021, (CCF-B类会议）

• Zeyang Zhu, Xin Lin*. KAN: Knowledge-augmented Networks for Few-shot Learning. ICASSP, 2021, (CCF-B类会议）

• Jiabao Zhao, Xin Lin*, Jie Zhou, Jing Yang, Liang He, Zhaohui Yang.  Knowledge-based Fine-Grained Classification for Few-Shot Learning, The IEEE International Conference on Multimedia & Expo (ICME 2020), London, UK, July 6-10, 2020. (CCF-B类会议)

• Ruida Yang, Xin Lin*, Jianliang Xu, Yan Yang, Liang He. Optimizing Knowledge Graphs through Voting-based User Feedback. 1021-1030, ICDE, pp., 421-432,2020. (数据库方向顶级会议，CCF-A)

• Shiyun Chen, Xin Lin*, Yanghua Xiao, Liang He. Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification. CIKM, pp., 1021-1030,2019. (CCF-B类会议）

• Yongcheng Wu, Xin Lin, Yan Yang, Liang He:Cleaning uncertain graphs via noisy crowdsourcing.World Wide Web22(4): 1523-1553 (2019) (CCF-B类期刊）

• Bo Zheng, Xin Lin, Yanghua Xiao, Jing Yang, Liang He:An Effective Method for Identifying Unknown Unknowns with Noisy Oracle.ICCBR2018: 480-495 (CCF-B类会议)

• Zhefan ZHONG, Xin LIN, Liang HE, Jing YANG. Answering why-not questions on KNN queries.  Frontier of Computer Science. 2019, 13 (5): 1062-1071.

• X.Lin, J.Xu, H. Hu and Z. Fan. "Reducing Uncertainty of Probabilistic Top-k Ranking via Pairwise Crowdsourcing." IEEE TKDE, 29(10): 2290-2030, 2017. (数据库方向顶级期刊, CCF-A)

• X.Lin, Y. Peng, B. Choi and J.Xu. "Human-Powered Data Cleaning for ProbabilisticReachability Queries on Uncertain Graphs", IEEE TKDE, 29(7): 1452-1465, 2017. （数据库方向顶级期刊, CCF-A）

• X.Xie, X.Lin*, J. Xu and C. Jensen. "Reverse Keyword-Based Location Search", IEEE ICDE, pp. 375-386,2017.（数据库方向顶级会议, CCF-A）

• L.Chen, J. Xu, X. Lin*, C. Jensen and H. Hu. "Answering Why-Not Spatial Keyword Top-k Queriesvia Keyword Adaption ", IEEE ICDE, pp. 697-708,2016.（数据库方向顶级会议, CCF-A）

• X.Lin, J.Xu, and H.Hu."Reverse Keyword Search for Spatio-Textual Top-k Queries in Location-Based Services." IEEE TKDE, 27(11): 3056-3069,2015. (数据库方向顶级期刊, CCF-A)
  

• L. Chen, X. Lin, H. Hu, C. S. Jensen, and J. Xu. "Answering Why-not Questions on Spatial Keyword Top-k Queries." Proc. the 31st IEEE International Conference on Data Engineering .ICDE '15, pp.279-290, 2015. (数据库方向顶级会议, CCF-A)

• X. Lin‚ J. Xu‚ H. Hu and W. Lee. "Authenticating Location-Based Skyline Queries in Arbitrary Subspaces." IEEE Transactions on Knowledge and Data Engineering (TKDE)‚ PP.1479-1493, 26(6), 2014. (数据库方向顶级期刊, CCF-A)

• X. Lin‚ J. Xu‚ and H. Hu. "Range-based Skyline Queries in Mobile Environments." IEEE Transactions on Knowledge and Data Engineering (TKDE)‚ PP. 835-849. 25(4), 2013. (数据库方向顶级期刊, CCF-A)

• X. Lin‚ H. Hu, H. Li, J.Xu and B. Choi. "Private Proximity Detection and Monitoring with Vicinity Region". SIGMOD worshop, pp. 5-12, 2013 (MOBIDE).

• Xin Lin‚ Jianliang Xu‚ Haibo Hu. Authentication of Location-based Skyline Queries. CIKM. PP.1583-1588, 2011. (数据库方向顶级会议, CCF-B)

• Yongliang sun, Jing Yang, Xin Lin.An Improved Discriminative Category Matching in Relation Identification. NLDB, 2013, pp 363-366.

• Peng Chen, Junzhong Gu, Xin Lin, and Rong Tan. A Probabilistic Approach for GNN Queries in LBS.  International Journal of Multimedia and Ubiquitous Engineering. 7 (2) PP. 189-194, 2012.

• Peng Che, Junzhong Gu, Xin Lin and Rong Tan,Group Nearest Neighbor Queries over Uncertain Data in Location Based Services.International Journal of Hybrid Information Technology. 6(2), PP. 117 - 128 . 2013.

• Zhishu Wang, Jing Yang, Xin Lin. Measuring the Dynamic Relatedness between Chinese Entities Orienting to News Corpus. Proceedings of Machine Learning and Data Mining in Pattern Recognition, MLDM 2012, PP.631-644（通信作者）

• Chao Chen, Liang He, Xin Lin. REV: Extracting Entity Relations from World Wide Web. Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication. In Proceedings of International Conference on Ubiquitous Information Management and Communication (ICUIMC), Article No. 8, 2012.. （通信作者）

• Shanshan Zheng, Jing Yang, Xin Lin. Dependency Tree based Chinese Relation Extraction over Web Data. Proceedings of Konwledge, Informationand Creativity Support System, KICSS, PP.104-110 2012（通信作者）

• 林欣‚李善平‚杨朝晖. LBS中连续查询攻击算法及匿名性度量. 《软件学报》 [J]‚20 (4)‚2009. PP. 1058-1068

• 林欣‚李善平‚杨朝晖‚徐建. 普适计算环境中面向推理的上下文缓存置换算法 [J]. 《计算机研究与发展》‚PP.549-557, 46(4)‚2009

• 林欣‚杨朝晖‚李善平. 一种针对LBS 中k 匿名连续查询的攻击算法 [J]‚《浙大学报》（工学版） 2009‚43(12)‚2136-2141.

• 林欣‚李善平‚杨朝晖. 新鲜度敏感的上下文推理实时调度算法 [J]‚《电子与信息学报》PP.1185-1188,31(5),2009

• Xin Lin‚ Shanping Li‚ Jian Xu‚ Wei Shi. A RDF-Based Context Filtering System in Pervasive Environment [C]. Proceedings of International Conference on Intelligent Computing‚ LNCS‚(ICIC2005). PP. 306-315（SCI 索引）

• Xin Lin‚ Shanping Li‚ Zhaohui Yang‚ Wei Shi. Application-oriented Context Modeling and Reasoning in Pervasive Computing [C]. Proceedings of 5^th International Conference on Computer and Information Technology‚ IEEE‚ （CIT2005） PP 495-501. （EI 索引）

• Xin Lin‚ Shanping Li‚ and Zhaohui Yang. An Efficient Context Modeling and Reasoning System in Pervasive Environment: Using Absolute and Relative Context Filtering Technology.In Proceedings of Web-Age Information Management. (WAIM), PP. 357-367, 2005（SCI索引）

• Xin Lin‚ Shanping Li‚ Wei Shi and Jie Teng. A scalable version control layer in P2P file system. In Proceedings of Web-Age Information Management. (WAIM), PP. 357-367, 2005‚ （SCI索引）

• 谈嵘‚顾君忠‚杨静‚林欣‚陈鹏‚乔哲峰.移动社交网络中的隐私设计.软件学报‚2010‚21(zk):298-309

专利：

1.一种基于不确定数据集的双色方向最近邻查询的方法及装置。ZL 2010 1 0613841.1，排名第一

2.一种基于依存树的中文实体关系挖掘的控制装置。ZL 2012 1 0349668.8，排名第二

3.一种基于图谱模型的话题探测系统。ZL 2014 1 0326508.0，排名第一

4.距离敏感大小可变化的最优范围位置查询的计算方法。ZL 2015 1 0396850.2，排名第一。