厦门大学信息学院软件工程系副主任、副教授,现为ccf传播工委传播大使、ccf数据库专委会执行委员、dse期刊编委会、福建省高层次引进人才,厦门市高层次留学人才。
教育背景
ph.d. 新加坡国立大学 计算机学院 计算机科学系 2014.01
b.s. 中国东北大学 信息学院 计算机科学与技术系 2008.07
工作经历
2019年8月-至今 厦门大学信息学院 副教授
2015年5月-2019年7月 厦门大学软件学院 助理教授
2014年5月-2015年5月 新加坡国立大学数字互动媒体研究中心 博士后
学术任职
[1] 2024 vldb、icde、aaai程序执行委员会委员
[2] 2023 icde、aaai、cikm程序执行委员会委员
dasfaa demo track co-chair
[3] 2022 cikm、er、apweb-waim程序执行委员会委员
[4] 2021 cikm程序执行委员会委员
[5] 2018-2020 er程序执行委员会委员
[6] 2016 vldb demo track程序执行委员会委员
[7] 2016 apweb demo track程序执行委员会委员
[8] 2013-至今 ieee tkde、tpds等审稿专家
研究领域
图数据索引与查询、医疗健康大数据分析、大语言模型等
演讲/授课
本科生:社交网络技术与应用、开源软件、computer fundamentals、introduction of cloud computing
研究生:研究生专业英语、分布式系统
科研项目
[1] 服务器领域大模型翻译技术,横向项目,2023.08-2024.06,主持,在研
[2] 基于提示学习的黑盒大语言模型的知识融入技术的研究,横向项目,2023.04-2024.04,主持,在研
[3] 一种基于文档主题结构与语义的中文文本关键词提取方法,成果转化,2023.04,主持,在研
[4] 2021j01003,面向多模态骨科大数据的智能问答关键技术研究,福建省面上基金,2021.11-2024.11,主持,在研
[5] 知识图谱自动构建技术与工具,2022.10-2024.10,参与,在研
[6] 医学实体和关系提取算法研究,横向项目,2021.06-2021.12,主持,已结题
[7] 基于舌诊临床大数据的人工智能技术研究与应用,科技部重点研发计划专项项目,2018.1-2021.12,参与,已结题
[8] 61702432,海量多模态医疗健康数据的有效管理与分析,国家自然科学基金青年项目,2018.1-2020.12,主持,已结题
[9] 20720180070,面向骨科智能辅助诊断的病例自动标记关键技术研究,中央高校基本科研业务费专项资金,2018.4-2020.12,主持,已结题
[10] 2018i0016,新一代中文互动社交阅读系统研究,福建省对外合作项目,2018.4-2021.4,主持,已结题
[11] jat160003,基于传感器与众包技术的疾病自动诊断研究,福建省中青年教师科研项目,2016.9-2019.5,主持,已结题
[12] 201601000679,基于传感器与众包的疾病自动诊测关键技术研究,中央高校基本科研业务费,2016.1-2016.12,主持,已结题
近期代表性论文
[1] yifan dong, suhang wu, fandong meng, jie zhou, xiaoli wang, jianxin lin, jinsong su. towards better multi-modal keyphrase generation via visual entity enhancement and multi-granularity image noise filtering. acm mm 2023. (ccf-a会议)
[2] li, tong, zhihao wang, liangying shao, xuling zheng, xiaoli wang and jinsong su. a sequence-to-sequence&set model for text-to-table generation. acl 2023. (ccf-a会议)
[3] yefan huang, xiaoli wang*, jinsong su. an effective pre-trained visual encoder for medical visual question answering. adma 2023. (ccf-c会议)
[4] wen sun, qingqiang wu, xiaoli wang*, junfeng yao, zhifeng bao. knowledge graph embedding with relation rotation and entity adjustment by quaternions. adma 2023. (ccf-c会议)
[5] binbin xie, xiangpeng wei, baosong yang, huan lin, jun xie, xiaoli wang, min zhang and jinsong su. wr-one2set: towards well-calibrated keyphrase generation. emnlp 2022. (ccf-b会议)
[6] yefan huang, xiaoli wang*, feiyan liu, guofeng huang. ovqa: a clinically generated visual question answering dataset. acm sigir 2022. (ccf-a会议)
[7] junfeng yao, wen sun, zhongquan jian, qingqiang wu, xiaoli wang*. effective knowledge graph embeddings based on multidirectional semantics relations for polypharmacy side effects prediction, bioinformatics, 2022. (ccf-b期刊)
[8] xiaoli wang, feng luo, qingfeng wu, zhifeng bao. how context or knowledge can benefit healthcare question answering? tkde 2021. (ccf-a期刊)
[9] dongxiang zhang, zepeng li, xiaoli wang*, kian-lee tan, gang chen. towards one-size-fits-many: multi-context attention network for diversity of entity resolution tasks. tkde 2021. (ccf-a期刊)
[10] chen lin, zhichao yang, xiaoli wang, hui li, zhenhua huang. preserve integrity in realtime event summarization. acm tkdd 2021. (ccf-b期刊)
[11] meng zhou, jingbo zhou, yanjie fu, zhaochun ren, xiaoli wang, hui xiong. description generation for points of interest, icde 2021.(ccf-a会议)
[12] haoyue bai, xiaoyan shan, yefan huang, xiaoli wang. mvqas: a medical visual question answering system, cikm 2021. (best demo paper nomination). (ccf-b会议)
[13] feng luo, yue zhang, xiaoli wang. imas : an intelligent medical analysis system enhanced with deep graph neural networks. cikm 2021. (ccf-b会议)
[14] xiaoli wang, yixiang xie, siqi xie, zhifeng bao, shuwen su. imas: an intelligent medical analysis system based on concept graph,er 2020. (ccf-c会议)
[15] feng luo, xiaoli wang(*), qingfeng wu, jiayin liang, zhifeng bao. hqadeephelper: a deep learning system for healthcare question answering, www 2020. (ccf-a会议)
[16] yunsen hong, hui li, xiaoli wang and chen lin. deamer: a deep exposure-aware multimodal content-based recommendation system, dasfaa 2020. (ccf-b会议)
[17] xiaoli wang, rongzhen wang, zhifeng bao, jiayin liang, wei lu. effective medical archives processing using knowledge graphs, acm sigir 2019. (ccf-a会议)
[18] xiaofeng ding, wanlu yang, kim-kwang raymond choo, xiaoli wang*, et. al. privacy preserving similarity joins using mapreduce, information sciences, 2019. (jcr二区期刊)
[19] meihong wang, linling qiu, xiaoli wang*. gdms: a geospatial data mining system for abnormal event detection and visualization, mdm 2019. (ccf-c会议)
[20] xiaoli wang, chuchu gao, jiangjiang cao, et. al. altas: an intelligent text analysis system based on knowledge graphs. apweb-waim 2018. (ccf-c会议)
[21] xiaoli wang, meihong wang, jianshan han. accds: a criminal community detection system based on evolving social graphs. er 2018. (ccf-c会议)
[22] 赵展浩, 黄斐然, 王晓黎*, 卢卫, 杜小勇. 基于sql的图相似性查询方法. 软件学报,2018. (ei期刊)
[23] yixuan tang, weilong huang, qi liu, anthony k. h. tung, xiaoli wang, et al. qalink: enriching text documents with relevant q&a site contents. acm cikm 2017. (ccf-b会议)
[24] zhentuan xu, xiaoli wang*, yating chen, yangbin pan, mengyuan xiong. adds: an automated disease diagnosis-aided system. apweb 2016. (ccf-c会议, best demo award)
[25] qiang hu, qi liu, xiaoli wang, anthony k. h. tung, shubham goyal, jisong yang. docricher: an automatic annotation system for text documents using social media. sigmod 2015. (ccf-a会议)
[26] xiaoli wang, xiaofeng ding, anthony k. h. tung, zhenjie zhang: efficient and effective knn sequence search with approximate n-grams. pvldb, 7(1):1-12, 2013. (ccf-a会议)
[27] sai wu, xiaoli wang, sheng wang, zhenjie zhang, anthony k. h. tung: k-anonymity for crowdsourcing database. ieee tkde, 26(9):2207-2221, 2013. (ccf-a期刊)
[28] chuitian rong, wei lu, xiaoli wang, xiaoyong du, yueguo chen, anthony k. h. tung: efficient and scalable processing of string similarity join. ieee tkde, 25(10):2217-2230, 2013. (ccf-a期刊)
[29] xiaoli wang, xiaofeng ding, anthony k. h. tung, shanshan ying, and hai jin: an efficient graph indexing method. icde, pp. 210-221, 2012. (ccf-a会议)