倪秋芬

    特聘副教授

    联系方式：niqiufen@gdut.edu.cn

个人简述

倪秋芬，特聘副教授。2020年12月于武汉大学计算机学院获得博士学位，2018年10月至2020年10月，受国家留学基金委资助，赴美国德克萨斯大学达拉斯分校进行博士联合培养两年，师从世界著名数学家、计算机科学家Ding-Zhu Du先生。研究兴趣集中于近似算法设计与分析及其在社交网络和无线网络等各领域的应用、机器学习、数据挖掘。目前已发表相关学术论文30余篇，包括TKDE、TON、TMC、TNSE、TCSS、TCS、IoT Journal、CN、DMAA、WWW Journal等国际著名期刊，以及ICDCS、CCOON等国际著名会议。

教育背景

2018年10月 - 2020年10月 德克萨斯大学达拉斯分校 理论计算机科学方向 联合培养博士生

2016年9月 - 2020年12月 武汉大学 计算机系统结构专业 博士生

工作经历

2021. 01 - 至今 广东工业大学“青年百人”特聘计划

学术兼职

担任CCF理论计算机科学专委执行委员；担任国际会议AAIM 2022的TPC Co- Chair，并为该会议的主要组织者；担任国际会议COCOON 2022 (CCF B)的TPC Member；担任期刊TCS (CCF B)、JOCO (SCI 3区)的客座主编；担任TCS，DMAA、WWW Journal、Optimization Letters、JOCO等国际期刊的审稿人；担任AAIM 2018、ICDCS 2019、COCOA 2021的Session Chair。

主要论文 (*Corresponding Author)

期刊论文：

1.Qiufen Ni, Jianxiong Guo, Weili Wu, Huan Wang, and Jigang Wu, Continuous Influence-based Community Partition for Social Networks. IEEE Transactions on Network Science and Engineering, 9(3): 1187-1197, 2022.(高被引、热点论文)

2.Qiufen Ni, Jianxiong Guo, Weili Wu, Huan Wang, Influence-based Community Partition with Sandwich Method for Social Networks. IEEE Transactions on Computational Social Systems, 10(2): 819-830, 2023. (高被引、热点论文)

3.Qiufen Ni, Jianxiong Guo, Hongmin W.Du, Huan Wang, Multi-attribute based Influence Maximization in Social Networks: Algorithms and Analysis. Theoretical Computer Science, 921: 50-62, 2022. (CCF B) (获International Research Excellence Citation Awards 2022)

4.Qiufen Ni, Jianxiong Guo, Chuanhe Huang, Weili Wu, Information Coverage Maximization for Multiple Products in Social Networks. Theoretical Computer Science, 828: 32-41, 2020. (CCF B)

5.Qiufen Ni, Jianxiong Guo, Chuanhe Huang，Weili Wu, Community-based Rumor Blocking Maximization in Social Networks: Algorithms and Analysis. Theoretical Computer Science, 840: 257-269, 2020. (CCF B)

6.Qiufen Ni, Smita Ghosh, Chuanhe Huang, Weili Wu, Rong Jin, Discount Allocation for Cost Minimization in Online Social Networks. Journal of Combinatorial Optimization, 41(1): 213-233, 2021.

7.Qiufen Ni, Hongwei Du, On Strict Submodularity of Social Influence. Journal of Combinatorial Optimization, 41(2): 348-356, 2021.

8.Qiufen Ni, Chuanhe Huang, Panos M.Pardalos, Jia Ye, Bin Fu, Different Approximation Algorithms for Channel Scheduling in Wireless Networks. Mobile Information Systems, 2020: 1-13, 2020.

9.Qiufen Ni, Xihao Wu, Hui Chen, Rong Jin, Huan Wang, Spatial-Temporal Deep Learning Model based Rumor Source Identification in Social Networks. Journal of Combinatorial Optimization, 45(86):1-22, 2023.

10.Huan Wang, Shun Liu, Qiufen Ni*, Zhiguo Gong, Evaluating Edge Credibility in Evolving Noisy Social Networks. IEEE Transactions on Knowledge and Data Engineering, 35(11): 11342-11353. (CCF A)

11.Jianxiong Guo, Qiufen Ni*, Weili Wu, Ding-Zhu Du, Composite Community-Aware Diversified Influence Maximization with Efficient Approximation. IEEE/ACM Transactions on Networking, doi: 10.1109/TNET.2023.3321870, 2023, [online]. (CCF A)

12.Jianxiong Guo, Qiufen Ni*, Weili Wu, Ding-Zhu Du, Multi-Task Diffusion Incentive Design for Mobile Crowdsourcing in Social Networks. IEEE Transactions on Mobile Computing, doi: 10.1109/TMC.2023.3310383, 2023, [online]. (CCF A)

13.Huan Wang, Ruigang Liu, Baijing Wang, Yifan Hong, Ziwen Cui, and Qiufen Ni*, A Multitype Perception Method for Drug Target Interaction Prediction. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20(6): 3489-3498, 2023. (CCF B)

14.Shiwei Xu, Ao Sun, Zhengwei Ren, Yizhi Zhao, Qiufen Ni*, Yan Tong. Enhanced Post-quantum Key Escrow System for Supervised Data Disclosure Based on Consortium Blockchain. Journal of Combinatorial Optimization. 45(5):116, 2023.

15.Lei Lai, Qiufen Ni*, Changhong Lu, Chuanhe Huang and Weili Wu, Monotone Submodular Maximization over the Bounded Integer Lattice with Cardinality Constraints. Discrete Mathematics, Algorithms and Applications (DMAA), 11(6): 1-14, 2019. (获2019年度DMAA阅读量最高的论文)

16.Huan Wang, Qiufen Ni, Hao Wang, Liping Yan, Existence Identification of Unobserved Paths in Graph-based Social Networks. World Wide Web, 24(1): 157-173, 2021.(CCF B)

17.Luobing Dong, Qiufen Ni, Weili Wu, Chuanhe Huang, Taieb Znati, Dingzhu Du, A Proactive Reliable Mechanism Based Vehicular Fog Computing Network. IEEE Internet of Things Journal, 7(12): 11895-11907, 2020.

会议论文：

1.Qiufen Ni, Yi Li, Chuanhe Huang*, Ruiqi Yang, Haizhou Bao, BinFu, Maximizing Throughput with Minimum Channel Assignment for Cellular-VANET Het-Nets. In Proceedings of the 39th International Conference on Distributed Computing Systems (ICDCS), pp.2178-2187, 2019. (CCF B, Acceptance rate 19.6%)

2.Qiufen Ni, Yun Bai, Zhongzheng Tang, Profit Maximization for Competitive Influence Spread in Social Networks. In Proceedings of the 29th International Computing and Combinatorics Conference (COCOON 2023), pp.366-377, 2023. (CCF B)

3.Qiufen Ni, Jianxiong Guo, Chuanhe Huang, Weili Wu, Community-based Rumor Blocking Maximization in Social Networks. In Proceedings of the 14th International Conference on Algorithmic Aspects in Information and Management, pp. 73-84, 2020.

4.Qiufen Ni, Jianxiong Guo, Hongmin W.Du, Multi-attribute Based Influence Maximization in Social Networks. In Proceedings of the 15th International Conference on Algorithmic Aspects in Information and Managemen (AAIM), pp. 240-251, 2021.

5.Qiufen Ni, Jianxiong Guo, Profit Maximization for Multiple Products in Community-based Social Networks. In Proceedings of the 16th International Conference on Algorithmic Applications in Management (AAIM), pp. 219-230, 2022.

6.Xihao Wu, Hui Chen, Rong Jin, Qiufen Ni*, Spatial Temporal Graph Convolutional Network Model for Rumor Source Detection under Multiple Observation in Social Networks. In Proceedings of the 15th EAI International Conference on Wireless Internet, EAI WiCON 2022, pp. 201-212, 2022.

科研项目

1. 国家自然科学基金青年基金项目，社交网络中影响力最大化近似算法研究, 30万，2023.01—2025.12, 30万元，主持。

2. CCF-华为胡杨林基金-理论计算机科学专项项目，社交网络中基于社区的影响力最大化近似算法研究，2022.10-2023.10，12万，主持。

3. 广东省自然科学基金面上项目，社交网络中基于GCN-IC信息传播模型下的影响力最大化算法研究。2022.01-2024.12，10万，主持。

4. 广东省区域联合基金-青年基金项目，社交网络中基于影响力的社区划分近似算法研究。2021.10-2024.09，10万，主持。

5. 广州市青年基金项目，社交网络中谣言阻断量最大化近似算法研究。2022.04-2024.03，5万，主持。

6. 信息物理融合智能计算国家民委重点实验室开放课题，社交网络中面向多属性影响力最大化的近似算法研究。2023.06-2024.12，5万，主持。

教学活动

本科生课程：算法设计与分析；实时大数据分析