张海鹏
助理教授、研究员、博导
博士毕业院校: 美国印第安那大学
电话: 021-20684458
办公室: 信息学院1A-404C
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研究方向: 数据挖掘,人类行为建模,金融数据挖掘
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张海鹏博士于2018年8月全职加入上海科技大学信息科学与技术学院,任助理教授、研究员。2009年本科毕业于南京大学,获软件工程学士学位,2007年秋季学期在香港科技大学交换学习。2014年博士毕业于美国印第安纳大学,获计算机科学博士学位,导师为Prof. David J. Crandall。


论文发表于WWW、WSDM、TKDD、CIKM、ICLR、AAAI等国际顶级会议、期刊,并获得美国专利。大规模时空地理数据挖掘与建模的成果被英国《新科学家》(New Scientist)杂志以及美国计算机协会(ACM)报道。2010年至2013年期间曾在日本东京National Institute of Informatics,美国加州eBay研究院,英国剑桥微软研究院以及美国加州三星研究院进行数据挖掘研究。2014年至2018年,分别在IBM研究院与中国金融期货交易所从事数据科学与金融科技研究工作,参与IBM人机辩论系统Project Debater研发,在中国证监会系统刊物上发表多篇金融科技研究报告。入选上海市青年英才扬帆计划,并主持中国博士后科学基金、上海市软科学重点项目以及中国外汇交易中心、蚂蚁金服等大型金融机构金融科技研究课题。


  • 1. 凌帅*, Ling, Shuai;Cao, Shaosheng;Zhang, Haipeng;, Ling, Shuai;Yu, Zhe;Cao, Shaosheng;Zhang, Haipeng;Hu, Simon#, STHAN: Transportation Demand Forecasting with Compound Spatio-Temporal Relationships, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, Feb 2023,
  • 2. Li, Ziyue*, Jiang, Xinyang;, Li, Ziyue;Ren, Kan;Jiang, Xinyang;Shen, Yifei;Zhang, Haipeng;Li, Dongsheng#, SIMPLE: Specialized Model-Sample Matching for Domain Generalization, THE 11TH INTERNATIONAL CONFERENCE ON LEARNING REPRESENTATIONS, Feb 2023,
  • 3. Pan, Zihao*, Pan, Zihao;, Pan, Zihao;Peng, Kai;Ling, Shuai;Zhang, Haipeng#, For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network, THIRTY-SEVENTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE, Feb 2023,
  • 4. 李梓玥*, Zhang, Haipeng;, Li, Ziyue;Hu, Hang;Wang, He;Cai, Luwei;Zhang, Haipeng;Zhang, Kunpeng#, Why does the president tweet this? Discovering reasons and contexts for politicians’ tweets from news articles, INFORMATION PROCESSING AND MANAGEMENT, May 2022, 59(3)
  • 5. 吕世伟*, Zhang, Haipeng;, Lyu, Shiwei;Cai, Hongbo;Zhang, Chaohe;Ling, Shuai;Shen, Yue;Zeng, Xiaodong;Gu, Jinjie;Zhang, Guannan;Zhang, Haipeng#, See Clicks Differently: Modeling User Clicking Alternatively with Multi Classifiers for CTR Prediction, INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, 17 Oct 2022, 4299-4303
  • 6. 郭铠豪*, Zhang, Haipeng;, Guo, Kaihao;Jiang, Tianpei;Zhang, Haipeng#, Knowledge Graph Enhanced Event Extraction in Financial Documents, 2020 IEEE INTERNATIONAL CONFERENCE ON BIG DATA (BIG DATA), 2020, 1322-1329
  • 7. Wang, Zihao*, , Wang, Zihao;Wang, Fudong;Zhang, Haipeng;Yang, Minghui;Cao, Shaosheng;Wen, Zujie;Zhang, Zhe#, 'Could You Describe the Reason for the Transfer?': A Reinforcement Learning Based Voice-Enabled Bot Protecting Customers from Financial Frauds, INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, 26 Oct 2021, 4214-4223
  • 8. Zhao, Yao*, Zhang, Haipeng;, Zhao, Yao;Zhang, Haipeng;Lyu, Shiwei;Jiang, Ruiying;Gu, Jinjie;Zhang, Guannan#, Multiple Instance Learning for Uplift Modeling, INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, PROCEEDINGS, 17 Oct 2022, 4727-4731
  • 9. 李梓玥*, Zhang, Haipeng;, Li, Ziyue;Lyu, Shiwei;Zhang, Haipeng;Jiang, Tianpei#, One Step Ahead: A Framework for Detecting Unexpected Incidents and Predicting the Stock Markets, IEEE ACCESS, 2021, 9:30292-30305
  • 10. 陈龙飞*, Li, Quan;, Chen, Longfei;Ouyang, Yang;Zhang, Haipeng;Hong, Suting;Li, Quan#, RISeer: Inspecting the Status and Dynamics of Regional Industrial Structure Via Visual Analytics, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, 1-11
  • 11. Zhang, Qifan*, , Zhang, Qifan;Shen, Junjie;Tan, Mingtian;Zhou, Zhe;Li, Zhou;Chen, Qi Alfred;Zhang, Haipeng#, Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization, ACM INTERNATIONAL CONFERENCE PROCEEDING SERIES, 05 Dec 2022, 56-70
  • 12. Yang, Xiaoyan*, Yang, Xiaoyan;, Yang, Xiaoyan;Wang, Dong;Hu, Binbin;Yang, Dan;Shen, Yue;Gu, Jinjie;Zhang, Zhiqiang;Lyu, Shiwei;Zhang, Haipeng;Zhang, Guangnan#, Movie Ticket, Popcorn, and Another Movie Next Weekend: Time-Aware Service Sequential Recommendation for User Retention, INTERNATIONAL WORLD WIDE WEB CONFERENCE 2023, Jan 2023,
  • 13. Tian, Yun*, Li, Quan;, Tian, Yun;Liu, Jia;Zhang, Xinyi;Yang, Xingsheng;Ke, Zhanru;Zhang, Chenyang;Liao, Ling;Hong, Suting;Zhang, Haipeng;Li, Quan#, InvestLens: A Visual Analytics Approach to Inspecting the Dynamics of Venture Capital Investment Network, THE 1ST INTERNATIONAL WORKSHOP ON BIG DATA ANALYTICS IN FINANCE AND COMMERCE AT ICDE 2023, Feb 2023,