• Causal Inference, Hypergraph Modeling and Learning

• Decision Intelligence, Cognitive Domain Risk Analysis

• Network Dynamics, Competitive Intelligence

Research is a challenging journey in life.

However, we should not give up our ideals due to the complexity of the process, 

nor should we abandon our pursuits because the goals seem distant.

All the hardships you have endured will eventually transform into a guiding light, 

illuminating the path ahead, enabling you to stand taller and walk further

—not to be seen by the world, but to see the world.

Welcome to apply to the University of Chinese Academy of Sciences (UCAS)! 

Setting sail in the realm of academia, navigating the sea of AI, this journey will be worthwhile.

081203 - Computer Application Technology

0812J2 - Social Computing

0812J4 - Economic Computing and Reasoning

Causal Inference, Hypergraph Modeling and Learning
Network Dynamics, Competitive Intelligence
Decision Intelligence, Cognitive Domain Risk Analysis

2012-09--2015-06: University of Chinese Academy of Sciences

Degree: Doctor of Engineering

​2007-09--2010-03: Beijing University of Posts and Telecommunications (Postgraduate Recommendation)

Degree: Master of Engineering

2003-09--2007-07: Beijing University of Posts and Telecommunications

Degree: Bachelor of Engineering

Associate professor at the State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences. Young core member of the Chinese Academy of Sciences' "2035 Innovation Team." Team leader of the Research and Development Team in the Internet Big Data and Security Informatics Research Center. Review expert for the National Natural Science Foundation of China (NSFC) and the review expert for the National Internet Emergency Center (CNCERT). Intellectual Property expert in the Artificial Intelligence Industry Alliance (AIIA). Obtained a bachelor's degree and a master's degree from Beijing University of Posts and Telecommunications in 2007 and 2010 respectively, and earned a doctorate in engineering from the University of Chinese Academy of Sciences in 2015.

2017-11~Present: Senior Engineer, Institute of Automation, Chinese Academy of Sciences

2012-09~2017-10: Engineer, Institute of Automation, Chinese Academy of Sciences

2010-03~2012-09: Assistant Engineer, Institute of Automation, Chinese Academy of Sciences

2021-08-18 to 2021-08-21, Chair of the Publishing Committee, CCKS 2021 (China Conference on Knowledge Graph and Semantic Computing)

2021-03-31 to Present, Senior Member, China Computer Federation

2020-11-07 to 2020-11-09, Co-initiator, ChineseCSCW 2020 (Social Network Big Data Competition)

2020-09-30 to Present, Committee Member, Artificial Intelligence & Pattern Recognition, CCF

2019-11-14 to Present, Expert, "Rhinoceros Bird Elite Talent Training Program" Expert Pool

2019-10-31 to Present, Committee Member, Language and Cognitive Computing Committee, CIPS

2019-10-25 to Present, Committee Member, Big Data Science and Engineering Committee, CICC

2019-08-07 to Present, Communication Commissioner, Social Media Processing Committee, CIPS

2019-08-01 to Present, Expert, Expert Pool of the Cyberspace Administration of China

2019-08-01 to Present, Expert, Intellectual Property Working Group of the Artificial Intelligence Industry Alliance

2019-06-30 to 2019-07-02, Program Chair, IEEE Intelligence and Security Informatics (ISI 2019)

2019-02-01 to 2019-07-03, Co-Chair, International Big Data Analysis Competition (IEEE IWC 2019)

2018-11-14 to 2018-11-15, Program Chair, New Technology Forum at the Annual Academic Conference of CAPS

2018-09-01 to Present, Committee Member, Youth Working Committee, CIPS

2018-07-10 to Present, Committee Member, Natural Language Processing and Understanding Committee, CAAI

2018-02-01 to Present, Expert Group, Key Projects of the Defense Science and Technology Innovation Special Zone

2018-01-01 to Present, Committee Member, Natural Language Processing Committee, CAAI

2018-01-01 to Present, Expert Reviewer, National Natural Science Foundation of China

2018-01-01 to Present, Review Expert, National Internet Emergency Center

2017-07-22 to 2017-07-24, Session Chair, IEEE Intelligence and Security Informatics (ISI 2017)

2010-06-01 to Present, Member, Chinese Association for Artificial Intelligence

   

(1) CCF-Tencent Rhino Bird Creative Fund, First Prize, Other, 2019.

(2) IEEE ISI 2019 International Conference Best Paper Award, First Prize, Other, 2019.

(3) Excellent Achievement Award for commissioned projects by the National Internet Emergency Center, Third Prize, Special Category, 2018.

(4) CCF-Tencent Rhino Bird Creative Fund, First Prize, Other, 2018.

(5) Champion of Enterprise Big Data Analysis Evaluation (Semantic Analysis Authority Evaluation), First Prize, Other, 2018.

(6) IEEE ISI 2016 International Conference Best Paper Award, First Prize, Other, 2016.

(7) Champion of the Ministry of Industry and Information Technology Big Data Analysis Competition (Domestic Public Opinion Analysis Authority Competition), First Prize, Other, 2016.

(8) Excellent Talent Fund from the State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences (SKLMCCS), First Prize, Other, 2016.

(9) Champion of the Domestic Massive Short Text Intelligent Analysis Competition (Domestic Semantic Analysis Important Competition), First Prize, Other, 2014.

(10) NTCIR-8 International Evaluation (Top International Competition in the Information Retrieval Field): First place in the Multilingual Opinion Analysis Task, First Prize, Other, 2010.

(11) International Chinese Natural Language Processing Competition (Bakeoff-4, Top International Competition in the Chinese Natural Language Processing Field): Four global championships, First Prize, Other, 2007.

[1] He Saike, Zhang Lianyi, Yan Shuo, Xiong Yanjun, Zheng Xiaolong, Zeng Dajun. Multi-Agent Adversarial Method and System Based on Dynamic Graph Neural Network. Patent No. 202110914090.5, 2021-08-10.

[2] He Saike, Xu Hui, Zheng Xiaolong, Zeng Dajun. Method, Device, Server, and Readable Storage Medium for Voice Query. CN Patent: CN112417102A, 2021-02-26.

[3] He Saike, Wang Hailiang, Zheng Xiaolong, Zhang Liye, Zhang Zhu, Wang Jiaojiao, Zeng Dajun. Text Clustering Method, Device, Terminal, and Storage Medium. CN Patent: CN110413787A, 2019-11-05.

[4] Liu Chunyang, Wang Qianyu, Zhang Xu, He Saike, Zhang Xiangyu, Zheng Xiaolong, Zeng Dajun, Peng Xin. Training Method of News Popularity Prediction Model Based on Deep Neural Network. CN Patent: CN110083699A, 2019-08-02.

[5] Zhang Xu, Xiong Yanjun, He Saike, Liu Chunyang, Zheng Xiaolong, Chen Zhipeng, Zeng Dajun, Peng Xin. Text Feature Extraction Method, System, and Device Based on Feature Encoding. CN Patent: CN109977227A, 2019-07-05.

[6] Wang Qianyu, He Saike, Zheng Xiaolong, Zeng Dajun. Sales Risk Point Detection Method, System, and Device Based on Semi-Supervised Learning. CN Patent: CN109978358A, 2019-07-05.

[7] He Saike, Wang Hailiang, Zheng Xiaolong, Zeng Dajun. Cultural Gene Ranking Method and System, and Related Devices Based on Transfer Entropy. CN Patent: CN109948047A, 2019-06-28.

[8] Zeng Dajun, Zheng Xiaolong, He Saike, Zhang Tong, Wang Qianyu. Method, System, and Related Devices for Event Tracking and Change Stage Division. CN Patent: CN109325524A, 2019-02-12.

[9] Zeng Dajun, Zheng Xiaolong, He Saike, Zhang Tong. Multi-Level Sentiment Analysis Method Based on Social Media. CN Patent: CN108804412A, 2018-11-13.

[10] Zeng Dajun, Zheng Xiaolong, He Saike, Zhang Tong. Rapid Hotspot Detection Method and System Based on Massive News Data. CN Patent: CN108304502A, 2018-07-20.

A total of 44 academic papers have been published in important domestic and international academic journals and conferences (5 papers indexed in SCI and 39 papers indexed in EI). Among them, several papers have been published as the first author or corresponding author in renowned international journals such as "Journal of Medical Internet Research" (Top 1%), "Information & Management" (Top 10%), "Decision Support Systems" (Top 10%), and "PLoS ONE" (Top 15%). Additionally, multiple papers have been presented at prestigious conferences, including ICIS (International Conference on Information Systems) and ISI (IEEE International Conference on Intelligence and Security Informatics), with two papers being awarded as the best papers (one as the first author). Furthermore, one foreign monograph has been published (as the first author), and 18 software copyrights and patents have been applied for. The published academic achievements have been widely cited and positively evaluated by peers both domestically and internationally.

[1] Paradigm Shift in Decision-making in the Era of Large Language Models, Journal of China University of Geosciences (Social Sciences Edition), 2023, First Author. (Supported by National Social Science Fund, National Core Chinese Journal, CSSCI)

[2] COVID-19 Vaccine Tweets After Vaccine Rollout: Sentiment-Based Topic Modeling, Journal of Medical Internet Research, 2022, Corresponding Author. (SCI, Top 1%)

[3] Modeling Online Behaviors with Competitive Interactions, Information & Management, 2019, First Author. (SCI, Top 10%)

[4] A Model-Free Scheme for Meme Ranking in Social Media, Decision Support Systems, 2016, First Author. (SCI, Top 10%)

[5] Exploring Entrainment Patterns of Human Emotion in Social Media, PLoS ONE, 2016, First Author. (SCI, Top 15%)

[6] Apply Normalized Accessor Variety in Chinese Word Segmentation, Journal of Chinese Information Processing, 2010, First Author. (SCI, Top 15%)

[1] URL2vec: Leverage Temporal Convolutional Network for the Representation Learning of URLs, 2019 IEEE Intelligence and Security Informatics Conference (ISI 2019), 6th author. (Best Paper Award)

[2] Modeling online collective emotions through knowledge transfer, 1st author, 2017 IEEE Intelligence and Security Informatics Conference (ISI 2017), 1st author.

[3] Meme Extraction and Tracing in Crisis Events, 2016 IEEE Intelligence and Security Informatics Conference (ISI 2016), 1st author. (Best Paper Award)

[4] eMood: Modeling Emotion for Social Media Analytics on Ebola Disease Outbreak, the 2015 International Conference on Information Systems (ICIS 2015), corresponding author. (A+)

[5] Parallel Recursive Deep Model for Sentiment Analysis, in the 19th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2015), 3rd author.

[6] Characterizing Emotion Entrainment in Social Media, 1st author, in The 2014 IEEE/ACM International Conference on Advances in Social Network Analysis and Mining, 1st author.

[7] Emotion Evolution under Entrainment in Social Media, 1st author, in the 3rd National Conference of Social Media Processing (SMP 2014), 1st author.

[8] Identifying peer influence in online social networks using transfer entropy, 1st author, Pacific Asia Workshop on Intelligence and Security Informatics (PAISI’13, in conjunction IJCAI’13), 2013, 1st author.

[9] Topic-Oriented Information Detection and Scoring, 1st author, In Proceedings of Pacific Asia Workshop on Intelligence and Security Informatics (PAISI 2011), 2011, 1st author.

[10] Multi-task Learning in Conditional Random Fields for Chunking in Shallow Semantic Parsing, PACLIC 23, 20091, st author.

[11] Chinese Word Segmentation and Named Entity Recognition Based on Conditional Random Fields, SIGHAN-6, ACL2007, 2007, 3rd author.

(1) White Paper on Intellectual Property and Data Related Rights in China's Artificial Intelligence Industry 2019 (Chapter 7), Artificial Intelligence Industry Alliance (AIIA), 2019-12, 2nd author.

(2) White Paper on Intellectual Property and Data Related Rights in China's Artificial Intelligence Industry 2020 (Chapter 2), Artificial Intelligence Industry Alliance (AIIA), 2020-12, 2nd author.

I have led 13 scientific research projects, including 1 sub-project of the Chinese Academy of Sciences (CAS) Pilot Program, 1 sub-project of the National Key Research and Development Program, 1 general project of the National Natural Science Foundation, 1 Young Scientist Fund project (excellent completion), 1 project of the National Key Laboratory for Outstanding Talents, 2 CCF-Tencent Rhino Bird Foundation projects (consecutively), and 6 horizontal projects from national departments and corporate entities. As the main investigator, I have undertaken 9 national projects and horizontal tasks, including the 863 Program, 973 Project, Key Research and Development Program of the Ministry of Science and Technology, Major Program of the National Natural Science Foundation, and CAS Pilot Program. Additionally, in 2017, the applicant received the third prize for excellent achievements from the National Computer Network Emergency Technology Coordination Center (ranked first). Currently, the technical achievements developed by the applicant have generated significant benefits in the industry.

(1) Game-Theoretic Adversarial Autonomous Evolutionary Intelligence, Principal Investigator, Ministry-level, 2020-07 -- 2025-06.

(2) Large-scale Cultural Gene Extraction and Tracking Analysis Methods in Business Crisis Events, Principal Investigator, National-level, 2020-01 -- 2023-12.

(3) Key Technology Research on Large-scale Simulation, Simulation, and Risk Assessment, Principal Investigator, National-level, 2017-07 -- 2021-08.

(4) Upgrade of Big Data Information Platform, Participant, National-level, 2020-12 -- 2021-08.

(5) Social Media Big Data Project, Participant, National-level, 2019-12 -- 2021-12.

(6) Research on Social Network Dynamics, Participant, National-level, 2018-02 -- 2021-07.

(7) Mining User Behavior Patterns on Social Media in Crisis Events, Principal Investigator, National-level, 2017-01 -- 2019-12.

(8) Intelligent Decision-Making and Judgment Platform for Complex Social Systems, Principal Investigator, Provincial-level, 2020-06 -- 2021-10.

(9) Construction and Application of Domain Knowledge Base, Principal Investigator, National-level, 2017-04 -- 2022-10.

(10) CCF-Tencent Rhino Bird Creative Fund Project, Principal Investigator, Institute-level, 2018-10 -- 2019-12.

(11) Dynamic Modeling and Intelligent Analysis of Population Mobility Big Data, Principal Investigator, Institute-level, 2015-11 -- 2018-06.

(12) Research on Modeling, Analysis, and Prediction of Organizational Behavior Driven by Big Data, Principal Investigator, National-level, 2015-01 -- 2018-06.

(13) Outstanding Talent Fund of the State Key Laboratory of Complex Systems Management and Control, Chinese Academy of Sciences, Principal Investigator, Municipal-level, 2016-03 -- 2017-03.

(1) "Causal Modeling and Potential Applications in the Field of Science and Technology", Strategic Research on the Intelligent Development of "Science and Technology Innovation Regulatory Tools," 2021-06-16.

(2) "Research on Large-scale Cultural Gene Extraction and Tracking Analysis Methods in Business Crisis Events", Annual Academic Conference of the Language and Knowledge Computing Professional Committee of the Chinese Information Society of China, 2019-12-21.

(3) "Research on Large-scale Cultural Gene Extraction and Tracking Analysis Methods in Business Crisis Events", The 2nd Doctoral Seminar on Decision-Making and Neuroeconomics, 2019-10-10.

(4) "Overview of the IEEE IWC 2019 Competition", International Big Data Analytics Competition, IEEE IWC 2019, 2019-07-01.

(5) "Modeling Online Behaviors with Competitive Interactions",IEEE Intelligence and Security Informatics (ISI 2019), 2019-07-01.

We have established successful academic exchanges and collaborations with renowned academic institutions both domestically and internationally, including the University of Arizona, Carnegie Mellon University, Johns Hopkins University, University of Maryland, Virginia Tech, University of Central Florida, University of Iowa, University of California, San Diego, City University of Hong Kong, Tsinghua University, Renmin University of China, Fudan University, Beijing University of Posts and Telecommunications, and Beijing Institute of Technology.

    Simultaneously, we have engaged in deep collaborations with various enterprises, including Xinhua News Agency, China Daily, China Central Television (CCTV), Medtronic, State Grid Corporation of China, Tencent, Kingsoft Corporation, NEC, FAW-Volkswagen, China National Petroleum Corporation, and Taiji Group. The relevant technological achievements have played an important role in practical business scenarios.

   

Name             Graduation Year          School                         Education              Employment

Peijie Zhang           2021                Peking University         Master's Degree           CASIA

Pu     Miao             2021                 UCAS                           Master's Degree           Sina Weibo

Jun    Luo               2020                 BUPT                           Master's Degree           Xiaomi Corporation

Hu     Tian              2017                 UCAS                           Master's Degree           CASIA (Ph.D. candidate)

Songran Bai           2022                 UCAS                           Master's Degree           CASIA (Ph.D. candidate)

Yawei Sun              2024                 BUPT                            Ph.D. candidate            (Currently studying)

Yuyang Zhuo         2024                 Columbia University    Master's Degree           (Currently studying)

Name                     Year of Enrollment        School           Education                     Major

Weiguang Zhang            2022                        UCAS        Master's Degree      Social Computing

Qiaoqiao Yuan                2023                         UCAS       Master's Degree      Social Computing