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李平

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基本信息

李平,女,1977年7月生,博士,研究员

邮件地址:pingkly at 163 dot com

个人简历

李平 电子科技大学与德国波茨坦大学联合培养博士, 研究员,硕士生导师。香港理工大学博士后; 香港城市大学高级副研究员;四川省第十三批学术与技术带头人后备人选;ACM、中国计算机学会(CCF)专业会员,四川省人工智能专委会、自然语言处理专委会、大数据专委会委员。在IEEE TKDE、IEEE TNSE、New. J Phys.、 Phys.Rev.E、 Information Sciences等知名SCI期刊上发表SCI论文40余篇。主持国家自然科学基金项目2项,作为第一/第二合作人参与国家自然科学基金项目面上项目3项,主持四川省科技厅重点项目1项/省自然科学基金面上项目1项,授权国家发明专利16项;IEEE TNNLS、TCAS-I/II、TNSE、KBS、ESWA等多个国际知名期刊审稿人以及AAAI(18-22)等顶级会议PC Member。

主要研究方向

图挖掘、图深度学习及其应用

代表性成果

论文列表:

[1] Tianyi Gu, Kaiwen Huang, Jie Zhang, Kai Zhang and Ping Li(共同通讯作者), "Fast Convolutional Factorization Machine with Enhanced Robustness," in IEEE Transactions on Knowledge and Data Engineering, 2021, early access, doi: 10.1109/TKDE.2021.3116352. (CCF A类,中科院二区)
[2] Guogen Tang, Ping Li(通讯作者), Yupeng He, Yan Chen, Yuan Zhong, Fangji Gan, “Latent graph learning with dual-channel attention for relation extraction,” Knowledge-Based Systems, 252, 109471, 2022. (中科院一区)
[3] Wei Zhang, Yupeng He, Ping Li(通讯作者), Yuan Zhong, Jin Zheng, “Graph regression for pressure peak prediction in fracturing processes,” Journal of Petroleum Science and Engineering, 213, 110323, 2022. (中科院二区)
[4] Yan Chen, Yulan Huang, Bo Miao, Yanchao Shi, Ping Li(通讯作者), “Adaptive anomaly detection-based liquid loading prediction in shale gas wells,” Journal of Petroleum Science and Engineering, 214, 2022. (中科院二区)
[5] Biao Wang, Zhen Dai, Deshun Kong, Lanlan Yu, Jin Zheng, Ping Li(通讯作者), “Boosting semi-supervised network representation learning with pseudo-multitasking,” Applied Intelligence,2022(7):52. (中科院二区)
[6] Yang Wang, Jin Zheng, Yuqi Du, Cheng Huang, Ping Li, “Traffic-GGNN: Predicting Traffic Flow via Attentional Spatial-Temporal Gated Graph Neural Networks,” IEEE Transactions on Intelligent Transportation Systems,2022, doi: 10.1109/TITS.2022.3168590. (中科院一区)
[7] Kaiqi Chen, Lanlan Yu, Tingting Zhu, Ping Li(通讯作者), Jurgen Kurths, “Succinct Representation of Dynamic Networks,”  IEEE Transactions on Knowledge and Data Engineering, 2021(7):2983-2994. (CCF A类,中科院二区)
[8] Lanlan Yu, Ping Li(通讯作者), Jie Zhang, and Jürgen Kurths, "Dynamic community discovery via common subspace projection." New Journal of Physics 23, no. 3 (2021): 033029.(中科院二区)
[9] Yan Chen, Yongfang Dai, Xiulong Han, Yi Ge, Hong Yin, and Ping Li(通讯作者), "Dig users’ intentions via attention flow network for personalized recommendation." Information Sciences 547 (2021): 1122-1135. (中科院一区)
[10] Tingting Zhu, Ping Li(通讯作者), Lanlan Yu, Kaiqi Chen, and Yan Chen, "Change point detection in dynamic networks based on community identification." IEEE Transactions on Network Science and Engineering 7, no. 3 (2020): 2067-2077. (中科院二区)
[11] Tingting Zhu, Xinyu Peng, Ping Li(通讯作者), Kai Zhang, and Yan Chen. "Augmented label propagation for seed set expansion." Knowledge-Based Systems 179 (2019): 129-135. (中科院一区)
[12] Zhen Dai, Ping Li(通讯作者) Yan Chen, Kai Zhang, and Jie Zhang. "Influential node ranking via randomized spanning trees." Physica A: Statistical Mechanics and its Applications 526 (2019): 120625. (中科院二区)
[13] Yuan Zhong, Hongyu Yang, Yanci Zhang, and Ping Li. "Online random forests regression with memories." Knowledge-Based Systems 201 (2020): 106058. (中科院一区)
[14] Yuan Zhong, Hongyu Yang, Yanci Zhang, and Ping Li. "Online rebuilding regression random forests." Knowledge-Based Systems 221 (2021): 106960. (中科院一区)
[15] Jin Zheng, Yang Wang, Wanjun Xu, Zilu Gan, Ping Li, and Jiancheng Lv. "GSSA: Pay attention to graph feature importance for GCN via statistical self-attention." Neurocomputing 417 (2020): 458-470. (中科院二区)

更新时间:2023-03-13

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