彭浩 Hao Peng

职 称
讲师
学 历
博士

电 话
办公室
新主楼G618

系 别
网络空间安全学院
职 务

电子信箱
penghao@act.buaa.edu.cn; penghao@buaa.edu.cn
传 真

个人主页

u 学习经历

2015.09 – 2019.11 北京航空航天大学计算机软件与理论博士学位
2015.09 – 2019.11 国家计算机网络应急技术处理协调中心联合培养博士生
2018.11 – 2019.09 美国伊利诺伊大学芝加哥分校联合培养博士生

u 研究领域

大数据分析与人工智能、社交数据分析与挖掘、时空数据分析与挖掘

u 荣誉及奖励

2018 年中国电子学会技术发明一等奖；
2017 年国家计算机网络应急技术处理协调中心优秀科研一等奖；
2017 年博士研究生国家奖学金；
2019 年北航优秀毕业生；

u 教学及科研成果

主要参与的科研项目包括：
[1] 网络信息空间大数据计算理论，国家973计划，项目号：2014CB340300
[2] 基于知识图谱的突发事件预警预测技术，国家自然科学基金面上项目，项目号：**
[3] 大规模网络中异常子图分析理论与算法研究，国家自然科学基金面上项目，项目号：**
发表论文二十余篇，主要包括：
[1] Hao Peng, Jianxin Li, Senzhang Wang, Lifang He, etc. Motif-matching based Subgraph-level Attentional Convolutional Network for Graph Classification. AAAI2020.（CCF A类）
[2] Hao Peng, Jianxin Li, Yangqiu Song, Philip S. Yu, etc. Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks. IJCAI2019.（CCF A类）
[3] Hao Peng, Jianixn Li, Yangqiu Song, Qiang Yang, etc. Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN. WWW2018. （CCF A类）
[4] Hao Peng, Jianxin Li, Yangqiu Song, Yaopeng Liu. Incrementally learning the hierarchical softmax function for neural language models. AAAI2017.（CCF A类）
[5] Hao Peng^*, Bowen Du^*, Senzhang Wang^*, Md Zakirul Alam Bhuiyan, etc. Deep Irregular Convolutional Residual LSTM for Urban Traffic Passenger Flows Prediction, IEEE Transaction on Intelligence Transport System, 2019. (CCF B类, IF: 5.744, JCR Q1)
[6] Hao Peng, Jianxin Li, Senzhang Wang, Hao Yan, Lihong Wang, Xiang Ren. Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling, SCIENCE CHINA Information Sciences, 2019. (CCF B类, IF: 2.731, JCR Q2)
[7] Hao Peng, Bowen Du, Lihong Wang, Senzhang Wang, Philip S. Yu, etc. Spatial Temporal Incidence Dynamic Graph Neural Networks for Traffic Flow Forecasting, Information Sciences, 2019.（CCF B类, IF: 5.524, JCR Q1）
[8] Hao Peng^*, Mengjiao Bao^*, Jianxin Li, Md Zakirul Alam Bhuiyan, Yaopeng Liu, Yu He, Eric Yang. Incremental term representation learning for social network analysis, Future Generation Computer Systems, 2018. (IF: 5.768, JCR Q1)
[9] Jianxin Li,Hao Peng, Eric Yang, Chunming Hu, Shenghai Zhong, Lihong Wang. Eagle+: A fast incremental approach to automaton and table online updates for cloud services, Future Generation Computer Systems, 2018. (IF: 5.768, JCR Q1)
[10] Hao Peng, Jianxin Li, Bo Li, Muhammad Hassan Arif. Fast multi-pattern matching algorithm on compressed network traffic. China Communications, 2016. (IF: 1.882, JCR Q3)
[11] Yaopeng Liu, Hao Peng, Jie Guo, Tao He, Xiong Li, Yangqiu Song, Jianxin Li, Event Detection and Evolution Based on Knowledge Base, WSDM workshop on KBCOM, 2018. (Best Paper Honorable Mention Award)
[12] Xing Xu,JianzhongWang,Hao Peng,Ruilin Wu, Prediction of academic performance associated with Internet usage behaviors using machine learning algorithms. Computers in Human Behavior, 2019. (IF: 4.306, JCR Q1)
[13] Yu He, Jianxin Li, Yangqiu Song, Mutian He, Hao Peng, Time-evolving Text Classification with Deep Neural Networks, IJCAI2018. (CCF A类)
[14] Qianren Mao, Jianxin Li, Senzhang Wang, Yuanning Zhang, Hao Peng, Lihong Wang, Min He, Aspect based Sentiment classification with Attentive Neural Turing Machines, IJCAI2019. (CCF A类)
[15] Yu He, Yangqiu Song, Jianxin Li, Cheng Ji, Jian Peng, Hao Peng: HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding, CIKM2019.( CCF B类)
[16] Bin Zheng, Ouyang Liu, Jing Li, Yong Lin, Bo Li, Tefeng Chen, Hao Peng. Towards a Distributed Local-search Approach for Partitioning Large-scale Social Networks, Information Sciences, 2019.（CCF B类, IF: 5.524, JCR Q1）
[17] Yaopeng Liu, Hao Peng, Jianxin Li, Yangqiu Song, Xiong Li, Event Detection and Evolution in Multi-lingual Social Streams. Frontiers of Computer Science, 2019. (IF: 1,129, JCR Q3)

u 学术与社会服务

国际学术会议程序委员会和审稿人、学术期刊审稿人：
AAAI’2020’2019, KDD’2019’2018, IJCAI’**, CIKM’2019’2018, DASFAA’2018’2017, IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Internet of Things Journal (IEEE IoT), IEEE Transactions on Intelligent Transportation Systems (ITS), Journal of Network and Computer Applications, Computers & Security。