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林隆龙

2022-09-29 10:50 作者: 审核: 浏览:

 

 

姓名: 林隆龙 性别:

学历: 博士 职称: 副教授
部门: 软件工程系 电话:
邮件地址: longlonglin@swu.edu.cn

研究方向: 社区挖掘、Personalized PageRank 计算、谱图理论

个人网页:  longlonglin.github.io




个人简介

林隆龙,博士,副教授。2022年毕业于华中科技大学计算机科学与技术学院。目前主要研究兴趣包括(时序)社区挖掘、局部聚类、Personalized PageRank计算、图神经网络的可扩展算法设计等领域。

教学情况

Python智能数据分析(本科生)

网络科学 (硕士研究生)

科研情况

代表性论文:

[1] Longlong Lin, Rong-Hua Li, Tao Jia. Scalable and Effective Conductance-based Graph Clustering. In: Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Washington, DC, USA, February 7-14, 2023(CCF A类会议, Oral)

[2] Longlong Lin, Pingpeng Yuan, Rong-Hua Li, Jifei Wang, Ling Liu, Hai Jin. Mining Stable Quasi-Cliques on Temporal Networks. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(6):3731-3745 中科院一区,Top期刊)

[3] Longlong Lin, Pingpeng Yuan, Rong-Hua Li, Hai Jin. Mining Diversified Top-r Lasting Cohesive Subgraphs on Temporal Networks. IEEE Transactions on Big Data, 2021, 8(6): 1537-1549(中科院二区)

[4] Longlong Lin, Pingpeng Yuan, Rong-Hua Li, Chunxue Zhu, Hongchao Qin, Hai Jin. Query-Centered Temporal Community Search via Time-Constrained Personalized PageRank, ArXiv:2302.08740, 2023 (投稿在VLDB2024,CCF A类会议, minor revision)

[5] Longlong Lin, Rong-Hua Li, Tao Jia, Jin Zhao. PHGC: Provable and Fast Conductance Based Higher-Order Graph Clustering. (投稿在AAAI2024,CCF A类会议, under revision)

[6] Longlong Lin, Yunfeng Yu, Zihao Wang, Yuying Zhao, Jin Zhao, Tao Jia. PSNE: Scaling Structure-aware Network Embedding via Spectral Sparsification. (投稿在AAAI2024,CCF A类会议, under revision)

[7] Chunxue Zhu#, Longlong Lin#, Pingpeng Yuan, Hai Jin. Fast Truss-based Community Search on Temporal Networks. (投稿在TOIS,CCF A类期刊,共同一作,under revision)

[8] Yifei Zhang#, Longlong Lin#, Pingpeng Yuan, Hai Jin. Significant Engagement Community Search on Temporal Networks. In: Proceedings of Database Systems for Advanced Applications (DASFAA), Virtual Event, April 11–14, 2022: 250-258(CCF B类会议,共同一作)

[9] Chunxue Zhu, Longlong Lin, Pingpeng Yuan, Hai Jin. Discovering Cohesive Temporal Subgraphs with Temporal Density Aware Exploration. Journal of Computer Science and Technology, 2022, 37(5):1068-1085(CCF B类期刊)

[10] Pingpeng Yuan, Longlong Lin, Zhijuan Kou, Ling Liu, Hai Jin. Big RDF Data Storage, Computation, and Analysis: A Strawman’s Arguments. In: Proceedings of the International Conference on Distributed Computing Systems (ICDCS), Dallas, TX, USA, July 7-10, 2019:1693-1703(CCF B类会议, 导师一作)

[11] Dongxiao Yu, Longlong Lin*, Yong Zhang, Jiguo Yu, Yifei Zou, Qiang-Sheng Hua, Xiuzhen Cheng. Full Dynamic Broadcasting Under SINR. In: Proceedings of the International Performance Computing and Communications Conference (IPCCC), Orlando, FL, USA, November 17-19, 2018:1-8(CCF C类会议, 通讯作者)


主持/研项目:

1 bet体育365官网正规,中央高校基本科研业务费项目,SWUKQ22028,多层异构图中社区挖掘理论研究,2023.04-2025.12,20万元,主持

2国家自然科学基金委员会,面上项目,62072205,多重异构网络中社团结构高效挖掘理论及方法研究,2021-01-012024-12-3157万元,主研

3国家自然科学基金委员会,重点项目,61932004,应用驱动的大图数据建模理论与算法研究,2020-01-012024-12-31303万元,主研

4中华人民共和国科学技术部, 国家重点研发计划,2018YFB1402800,智能服务适配理论与关键技术,2019-07-012022-06-01447万,主研


学术服务:

担任若干国际会议与期刊的审稿人,如:KDDWWWAAAI,WSDMCIKMTKDETCWorld Wide Web Journal


获奖情况

优秀博士奖学金; 四维图新社会奖学金;华为社会奖学金;BIGO社会奖学金。

全国数学建模比赛一等奖和全国研究生数学建模比赛三等奖。


备注

对员工的要求——科研态度端正,基础不重要,重要的是兴趣和努力。

对员工的培养——定期(几乎每周)碰面并讲解论文,以员工讲解为主,我帮助理解。培养良好的科研方法。论文的想法和写作可以同员工一起完成。

如果你 (1)想在有限时间发表高水平论文(CCF B及以上);(2)做让自己开心的成果;(3)甚至于找到未来五年的个人方向。欢迎研究生及本科生联系我