王晓黎，厦门大学信息学院副院长、副教授，本科就读于东北大学，博士毕业于新加坡国立大学，现为CCF高级会员、CCF传播工委传播大使、CCF数据库专委会执行委员、计算机“101计划”福建工作组专家委员会委员、福建省高层次引进人才。在医疗健康大数据、大模型领域应用具备丰富研究经验，已在国际重要学术期刊和会议上发表相关论文60余篇，获SC’25最佳学生论文提名奖、CIKM’21最佳Demo论文提名、APWeb’16最佳Demo论文奖，获得国际/国家发明专利8项，转化专利1项，主持国家及省部级基金项目6项、CCF科研基金2项，作为课题骨干参与国家科技部重大专项1项、某科委专项1项。近年来曾担任DSE期刊副执行编辑、DASFAA’23 Demo共同主席、CIKM’25高级程序执行委员会委员、VLDB’24等会议程序执行委员会委员；荣获厦门大学“闽都-国际银行奖教金”、厦门大学优秀共产党员、CCF“杰出传播者”；主持福建省本科高校教育教学研究项目“嵌入式软件特色化人才培养模式探索与实践”，主编《操作系统基本原理与实践》教材，获厦门大学教学成果奖一等奖。
个人谷歌学术主页：https://scholar.google.com/citations?user=gXjyRxsAAAAJ
个人课题组主页：https://inst.xmu.edu.cn/smrc/zh_CN/index.htm
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] 2026 WWW、SIGIR、KDD程序执行委员会委员
[2] 2025 AAAI、SIGIR、MM、WWW程序执行委员会委员
CIKM高级程序执行委员会委员
[3] 2024 VLDB、AAAI、SIGIR程序执行委员会委员
CIKM高级程序执行委员会委员
[4] 2023 ICDE、AAAI、CIKM程序执行委员会委员
DASFAA Demo Track会议共同主席
[5] 2022 CIKM、ER、APWeb-WAIM程序执行委员会委员
[6] 2021 CIKM程序执行委员会委员
[7] 2018-2020 ER程序执行委员会委员
[8] 2016 VLDB Demo Track程序执行委员会委员
[9] 2016 APWeb Demo Track程序执行委员会委员
[10] 2013-至今 IEEE TKDE、TPDS等审稿专家
研究领域
医疗健康大数据、大模型领域应用等
演讲/授课
本科生：社交网络技术与应用、离散数学、开源软件、Computer Fundamentals、Introduction of Cloud Computing
研究生：分布式系统、研究生专业英语
科研项目
科研平台项目
[1] 厦门大学信息学院星辰数智赋能研究中心（Star-XLAB），院级平台，2025.08-2028.08，主持
[2] 厦门大学信息学院超智医疗创新研究中心，院级平台，2025.07-2030.07，主持
[3] 厦门大学信息学院-超聚变联合实验室，院级平台，2023.08-2026.08，主持
成果转化
[4] 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，已结题
省部级以上科研项目
[5] 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，已结题
[6] 某科委专项，知识图谱自动构建技术与工具，2022.10-2024.10，参与，已结题
[7] 2022ZYDF082，基于区域创新能力集成的区域急诊急救协同救治平台研究与应用，中央引导地方科技发展资金项目，2023.09-2024.08，子课题负责人，已结题
[8] 2017YFC1703303，基于舌诊临床大数据的人工智能技术研究与应用，国家科技部重点研发计划专项项目，2018.01-2023.06，参与，已结题
[9] 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，2018.01-2020.12，主持，已结题
[10] 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，2018.04-2020.12，主持，已结题
[11] 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，2018.04-2021.04，主持，已结题
[12] 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，2016.09-2019.05，主持，已结题
[13] 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，2016.01-2016.12，主持，已结题
CCF科研基金
[14] 面向云环境的自适应IO隔离调度技术研究，CCF蚂蚁科研基金，2024.9-2025.8，主持，在研
[15] 基于持久性CPU高速缓存的高并发键值存储系统，CCF蚂蚁科研基金，2023.11-2024.10，主持，已结题
企业科技项目
[16] 面向金融领域的大模型应用技术研究，企业项目，2024.11-2025.11，主持，在研
[17] 大模型领域应用技术研究，企业项目，2024.08-2025.08，主持，在研
[18] 专业领域大模型翻译技术，企业项目，2023.08-2024.06，主持，已结题
[19] 基于提示学习的黑盒大语言模型的知识融入技术的研究，企业项目，2023.04-2024.04，主持，已结题
[20] 医学实体和关系提取算法研究，企业项目，2021.06-2021.12，主持，已结题
论文列表
2026
[1] Feng Luo, Hai Lan, Hui Luo, Zhifeng Bao, Xiaoli Wang*, J. Shane Culpepper, Shazia Sadiq. Decomposition-Driven Multi-Table Retrieval and Reasoning for Numerical Question Answering. Accepted in ICDE 2026. (CCF-A会议)
[2] Feng Luo, Hai Lan, Hui Luo, Zhifeng Bao*, J. Shane Culpepper, Xiaoli Wang*. Missing Value Imputation in Tabular Data Lakes Unleashed: A Hybrid Approach. VLDB Journal, 2026. (CCF-A期刊)
[3] Yina Lv, Wenhao Zhu, Qiao Li, Quanqing Xu, Congming Gao, Chuanhui Yang, Xiaoli Wang, Chun Jason Xue. Tetris: Lightweight Hyperparameter Auto-Tuning for Mitigating Performance Spikes in LSM-KVS. Accepted in ICDE 2026. (CCF-A会议)
2025
[4] Jiawei Zheng, Feiyan Liu, Xiaoli Wang*. Seeing Through Ambiguity: Effective Video-guided Machine Translation via Chaotic Fusion and Causally Aligned Spatio-temporal Attention, ACM MM, 2025. (CCF-A会议)
[5] Hanghai Hong, Yibo Xie, Jiawei Zheng, Xiaoli Wang*. SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation. EMNLP Findings, 2025. (CCF-B会议)
[6] Zhijie Zhou, Yefan Huang, Xiaoli Wang*, Xiaojie Hong. Effective Medical Visual Question Answering Using Dynamic Prompting and Decoding Knowledge Editing. Data Science and Engineering, 2025. (EI期刊, JCR一区, CCF-B)
[7] Feiyan Liu, Wenhao Wang, Xiaoli Wang*. EDRMM: Enhancing drug recommendation via multi-granularity and multi-attribute representation. BMC Bioinformatics, 2025. (SCI期刊, JCR一区)
[8] Guipeng Xv, Xinyu Li, Yi Liu, Chen Lin, Xiaoli Wang. Unveiling the Impact of Multi-modal Content in Multi-modal Recommender Systems. ACM MM, 2025. (CCF-A会议)
[9] Zixiang Yu, Guangyang Deng, Zhirong Shen, Qiangsheng Su, Ronglong Wu, Xiaoli Wang, Quanqing Xu, Chuanhui Yang, Zhifeng Bao. MetoHash: A Memory-Efficient and Traffic-Optimized Hashing Index on Hybrid PMem-DRAM Memories. SC, 2025. (CCF-A会议, Best student paper nomination)
[10] Jiahui Yang, Fulin Nan, Zhirong Shen, Zhisheng Chen, Yuhui Cai, Dmitrii Kaplun, Xiaoli Wang, Quanqing Xu, Chuanhui Yang, and Jiwu Shu. TPRepair: Tree-Based Pipelined Repair in Clustered Storage Systems. ACM Transactions on Architecture and Code Optimization, 2025. (CCF-A期刊)
[11] Ante Wang, Linfeng Song, Zijun Min, Ge Xu, Xiaoli Wang, Junfeng Yao, and Jinsong Su. Mitigating the negative impact of over-association for conversational query production. Information processing & management. 62(1): 103907, 2025. (CCF-B期刊, JCR一区)
[12] Wenhao Wang, Jiaxi Peng, Hongbin Xiao, Yang Hua, Yufei Zhou, Zhi Li, Xiaoli Wang. Machine Learning, Deep Learning, or Large Language Models: An Empirical Study on Multi-Label Requirements Classification. ChinaSoft 2025.
2024
[13] Yipeng Zhang, Zhifeng Bao, Yuchen Li, Baihua Zheng, Xiaoli Wang*. From A Timeline Contact Graph to Close Contact Tracing and Infection Diffusion Intervention. IEEE TKDE 2024. (CCF-A期刊)
[14] Yibo Xie, Kaifan Wang, Jiawei Zheng, Feiyan Liu, Xiaoli Wang*, Guofeng Huang. OEHR: An Orthopedic Electronic Health Record Dataset. SIGIR 2024. (CCF-A会议)
[15] Feiyan Liu, Laingzhi Li*, Xiaoli Wang*, Chang Liu, Feng Luo, Jinsong Su, and Yiming Qian. MHGRL: An Effective Representation Learning Model for Electronic Health Records, COLING 2024. (CCF-B会议)
[16] Xiaojie Hong, Zixin Song, Xiaoli Wang*, Liangzhi Li, and Yiming Qian. BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering. PKDD 2024. (CCF-B会议)
[17] Liang Zhang, Zhen Yang, Biao Fu, Ziyao Lu, Liangying Shao, Shiyu Liu, Fandong Meng, Jie Zhou, Xiaoli Wang, and Jinsong Su. Multi-Level Cross-Modal Alignment for Speech Relation Extraction. EMNLP 2024. (CCF-B会议)
2023
[18] Yefan Huang, Feng Luo, Xiaoli Wang*, Di Zhu, Bohan Li, and Bin Luo. A One-Size-Fits-Three Representation Learning Framework for Patient Similarity Search. Data Science and Engineering, 4(8):306-317, 2023. (CCF-B期刊, JCR 一区)
[19] Yifan Dong, Suhang Wu, Fandong Meng, Jie zhou, Xiaoli Wang, Jianxin Lin, and 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)
[20] Tong Li, 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)
[21] Di Zhu, Yi Liu, Weitong Chen, Yanda Wang, Yefan Huang, Xiaoli Wang, Ken Cai, and Bohan Li. Graph Convolution Synthetic Transformer for Chronic Kidney Disease Onset Prediction. ADMA 2023. (CCF-C会议)
[22] Yefan Huang, Xiaoli Wang*, and Jinsong Su. An Effective Pre-trained Visual Encoder for Medical Visual Question Answering. ADMA 2023. (CCF-C会议)
[23] Wen Sun, Qingqiang Wu*, Xiaoli Wang*, Junfeng Yao, and Zhifeng Bao. Knowledge Graph Embedding with Relation Rotation and Entity Adjustment by Quaternions. ADMA 2023. (CCF-C会议)
2022
[24] Junfeng Yao, Wen Sun, Zhongquan Jian, Qingqiang Wu, and Xiaoli Wang*. Effective Knowledge Graph Embeddings based on Multidirectional Semantics Relations for Polypharmacy Side Effects Prediction, Bioinformatics, 2022. (SCI期刊, CCF-B)
[25] Yefan Huang, Xiaoli Wang*, Feiyan Liu, and Guofeng Huang. OVQA: A Clinically Generated Visual Question Answering Dataset. ACM SIGIR 2022. (CCF-A会议)
[26] 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)
[27] Jiefeng Li, Yingying She, Fang Liu, Chun Yu, Xiaoli Wang, and Yuxin Xu. Augmented Reality Based Video Shooting Guidance for Novice Users. Proc. ACM Hum.-Comput. Interact. 6, MHCI, Article 215, 2022. (SCI期刊)
2021
[28] Xiaoli Wang, Feng Luo, Qingfeng Wu, and Zhifeng Bao. How Context or Knowledge Can Benefit Healthcare Question Answering? TKDE 2021. (SCI期刊, CCF-A)
[29] Dongxiang Zhang, Zepeng Li, Xiaoli Wang*, Kian-Lee Tan, and Gang Chen. Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks. TKDE 2021. (SCI期刊, CCF-A）
[30] Meihong Wang, Linling Qiu, and Xiaoli Wang*. A Survey on Knowledge Graph Embeddings for Link Prediction. Symmetry 2021, 13(3), 485-514. (SCI期刊)
[31] Haoyue Bai, Xiaoyan Shan, Yefan Huang, and Xiaoli Wang*. MVQAS: A Medical Visual Question Answering System, CIKM 2021. (Best Demo paper nomination). (CCF-B会议)
[32] Feng Luo, Yue Zhang, and Xiaoli Wang*. IMAS++: An Intelligent Medical Analysis System Enhanced with Deep Graph Neural Networks. CIKM 2021. (CCF-B会议)
[33] Chen Lin, Zhichao Yang, Xiaoli Wang, Hui Li, and Zhenhua Huang. Preserve Integrity in Realtime Event Summarization. ACM TKDD 2021. (SCI期刊, CCF-B)
[34] Linling Qiu, Han Li, Meihong Wang, and Xiaoli Wang. Gated Graph Attention Network for Cancer Prediction. Sensor 2021. (SCI期刊)
[35] Meng Zhou, Jingbo Zhou, Yanjie Fu, Zhaochun Ren, Xiaoli Wang, Hui Xiong. Description Generation for Points of Interest, ICDE 2021. (CCF-A会议)
2020
[36] Xiaoli Wang, Yinlin Zheng, Ming Zeng, Xuan Cheng, and Wei Lu. Joint Learning for Face Alignment and Face Transfer with Depth Images via Multi-task Learning, MTA, 2020. (SCI期刊, CCF-C)
[37] Feng Luo, Xiaoli Wang*, Qingfeng Wu, Jiayin Liang, and Zhifeng Bao. HQADeepHelper: A Deep Learning System for Healthcare Question Answering, WWW 2020. (CCF-A会议)
[38] Xiaoli Wang, Yixiang Xie, Siqi Xie, Zhifeng Bao, and Shuwen Su. IMAS: An Intelligent Medical Analysis System Based on Concept Graph，ER 2020. (CCF-C会议)
[39] 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)
2019
[40] Xiaofeng Ding, Wanlu Yang, Kim-Kwang Raymond Choo, Xiaoli Wang*, and Hai Jin. Privacy Preserving Similarity Joins using MapReduce, Information Sciences, 2019. (SCI期刊, JCR一区, CCF-B)
[41] Xiaoli Wang, Rongzhen Wang, Zhifeng Bao, Jiayin Liang, and Wei Lu. Effective Medical Archives Processing Using Knowledge Graphs, ACM SIGIR 2019. (CCF-A会议)
[42] Meihong Wang, Linling Qiu, and Xiaoli Wang*. GDMS: A Geospatial Data Mining System for Abnormal Event Detection and Visualization, MDM 2019. (CCF-C会议)
2018
[43] Xiaoli Wang, Yuan Wang, Chuchu Gao, Kunhui Lin, and Yadi Li. Automatic Diagnosis with Efficient Medical Case Searching based on Evolving Graphs. IEEE ACCESS, 2018. (SCI期刊, JCR二区)
[44] Xiaoli Wang, Chuchu Gao, Jiangjiang Cao, Kunhui Lin, Wenyuan Du, and Zixiang Yang. ALTAS: An Intelligent Text Analysis System based on Knowledge Graphs. APWEB-WAIM 2018. (CCF-C会议)
[45] Xiaoli Wang, Meihong Wang, and Jianshan Han. ACCDS: A Criminal Community Detection System Based on Evolving Social Graphs. ER 2018. (CCF-C会议)
[46] Kunhui Lin, Wenyuan Du, Xiaoli Wang*, Meihong Wang, and Zixiang Yang. How to Enhance Chinese Word Segmentation Using Knowledge Graphs. ICCSE 2018. (EI会议)
[47] Kunhui Lin, Chuchu Gao, Xiaoli Wang*, and Ming Qiu. Research on Keyword Extraction Algorithm for Chinese Text Based on Document Topic Structure and Semantics. ICCSE 2018. (EI会议)
[48] Xiaoli Wang, Ying Li, Meihong Wang*, Zixiang Yang, and Huailin Dong. An Improved K_means Algorithm for Document Clustering Based on Knowledge Graphs. CISP-BMEI 2018. (EI会议)
2017
[49] 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，2017. (EI期刊, 中文核心期刊)
[50] Kunhui Lin, Yangbin Pan, Xiaoli Wang*, Mengsang Wu, and Shiyu Su. Effective Dynamic Algorithms for Massive Mark Point Aggregation Display. ICCSE 2017. (EI会议)
[51] Yixuan Tang, Weilong Huang, Qi Liu, Anthony K. H. Tung, Xiaoli Wang, Jisong Yang, and Beibei Zhang. QALink: Enriching Text Documents with Relevant Q&A Site Contents. ACM CIKM 2017. (CCF-B会议)
2016
[52] Zhentuan Xu, Xiaoli Wang*, Yating Chen, Yangbin Pan, and Mengyuan Xiong. ADDS: An Automated Disease Diagnosis-Aided System. APWEB 2016. (CCF-C会议, Best Demo Award)
[53] Kunhui Lin, Mengsang Wu, Xiaoli Wang*, and Yangbin Pan. MEDLedge: A Q&A Based System for Constructing Medical Knowledge Base. ICCSE, pp. 485-489, 2016. (EI会议)
[54] Yuhui Zheng, Tianzhi Deng, and Xiaoli Wang*. Light-Weight Top-k String Similarity Search with a Two-level Inverted Index, ICCSE 2016. (EI会议)
[55] Kunhui Lin, Zhentuan Xu, Ming Qiu, Xiaoli Wang, and Tianxiong Han. Noise Filtering, Trajectory Compression and Trajectory Segmentation on GPS Data, ICCSE 2016. (EI会议)
[56] Yan Zheng, Kunhui Lin, Xiaoli Wang, Minhong Liao, David Dankers, and Jing Li. CHECK-IT: An International Internship Center on Improving the Professional Skills and Intercultural Communication Competence in IT for Undergraduates, ICCSE 2016. (EI会议, 教学论文)
2015
[57] Qiang Hu, Qi Liu, Xiaoli Wang, Anthony K. H. Tung, Shubham Goyal, and Jisong Yang. DocRicher: An Automatic Annotation System for Text Documents Using Social Media. SIGMOD 2015. (CCF-A会议)
2013
[58] Sai Wu, Xiaoli Wang, Sheng Wang, Zhenjie Zhang, and Anthony K. H. Tung. K-Anonymity for Crowdsourcing Database. IEEE TKDE, 26(9):2207-2221, 2013. (SCI期刊, CCF-A)
[59] Chuitian Rong, Wei Lu, Xiaoli Wang, Xiaoyong Du, Yueguo Chen, and Anthony K. H. Tung. Efficient and Scalable Processing of String Similarity Join. IEEE TKDE, 25(10):2217-2230, 2013. (SCI期刊, CCF-A)
2014
[60] Xiaoli Wang, Xiaofeng Ding, Anthony K. H. Tung, and Zhenjie Zhang. Efficient and Effective KNN Sequence Search with Approximate n-grams. PVLDB 2014. (CCF-A会议)
2012
[61] 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)