徐小良

计算机科学与技术

大数据与知识图谱、自然语言处理、向量检索、类脑计算

徐小良:男,1976年4月生,浙江东阳人,博士,教授,硕士生导师,杭州电子科技大学计算机软件所副所长,知识图谱与类脑智能实验室主任,杭电-三汇知识图谱联合实验室主任,之江实验室未来实验室项目负责人,浙江省“151人才”,浙江省人工智能学会理事,杭州市移动互联网技术学会理事。2004年毕业于浙江大学,获工学博士学位;2004年至今在杭州电子科技大学任教,其中2007.9-2008.7浙江大学访问学者,2016.8-2016.8新加坡国立大学访问学者;2005年晋升为副教授,2010年晋升为教授。

  主要研究领域为为大数据与知识图谱、自然语言处理、向量检索、类脑计算等,曾主持和参与多项国家自然科学基金、国家社科基金、武器装备预研项目、省重点研发项目、之江实验室科研项目等,在国内外期刊及国际学术会议上发表论文50余篇,申请发明专利40余项,获浙江省科技进步奖三等奖一项。目前,实验室与与阿里巴巴、华为、杭州三汇数字信息技术有限公司、之江实验室等单位建立了产学研合作。


实验室网址:http://kglab.hdu.edu.cn

  • [1]Xiaoliang Xu, Jun Liu, Yuxiang Wang*. Academic Expert Finding via (K,P)-Core based Embedding over Heterogeneous Graphs[C], IEEE International Conference on Data Engineering(ICDE), 2022. (CCF A)

    [2]Mengzhao Wang, Xiaoliang Xu, Qiang Yue, Yuxiang Wang*. A Comprehensive Survey and Experimental Comparison of Graph-Based Approximate Nearest Neighbor Search, 47th International Conference on Very Large Data Bases(VLDB), 2021. (CCF A)

    [3]Xiaoliang Xu, Mengzhao Wang, et al. Proximity Graphs' Two-Stage Routing with Optimized Guided Search and Greedy Algorithm for Approximate Nearest Neighbor Search[J], Knowledge-Based Systems, 2021. (CCF B, JCR R1)

    [4]Yuxiang Wang, Xiaoliang Xu*, Qifan Hong, et al. Top-k Star Queries on Knowledge Graphs Through Semantic-aware Bounding Match Scores[J], Knowledge-Based Systems(KBS), 2021, Volume 213(2):106655. (CCF B, JCR R1)

    [5]Xiaoliang Xu, Xin Jin*, Rui Yan, et al. Visual pattern recognition using enhanced visual features and PSD-based learning rule[J]. IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2017, 10(2): 205-212. 

    [6]Xiaoliang Xu, Tong Gao, Yuxiang Wang*, et al. Event Temporal Relation Extraction with Attention Mechanism and Graph Neural Network[J]. Tsinghua Science and Technology, 2022,27(01):79-90.

    [7]Xiaoliang Xu, Chang Li, Yuxiang Wang*, et al. Multiattribute Approximate Nearest Neighbor Search Based on Navigable Small World Graph[J]. Concurrency and Computation:Practice and Experience(CCPE), 2020, 32(24).

    [8]Yuxiang Wang, Zhangpeng Ge, Haijiang Yan, Xiaoliang Xu*, et al. Semantic Locality based Approximate Knowledge Graph Query[J]. Concurrency and Computation:Practice and Experience(CCPE), 2019, 31(24):1-13. 

    [9]Yuxiang Wang, Jiahui Jin, Xiaoliang Xu*, et al. Skew-aware online aggregation over joins through guided sampling[J]. Concurrency and Computation: Practice and Experience (CCPE), 2018, 30(20): e4695.1-e4695.17. 

    [10]Yuxiang Wang, Yixing Xia, Qiming Fang, Xiaoliang Xu*. AQP++: a hybrid approximate query processing framework for generalized aggregation queries[J]. Journal of computational science (JOCS), 2018, 26: 419-431.

    [11]Xiaoliang Xu, Wensi Lu, Qiming Fang*, et al. A Visual Recognition Model Based on Hierarchical Feature Extraction and Multi-layer SNN[C]. International Conference on Neural Information Processing (ICONIP), 2018: 525-534. 



  • 1. 科技计划项目全过程管理系统及服务平台“获浙江省科学技术进步奖三等奖,2012年