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Yongpan Sheng / 盛泳潘



School of Computer Science and Engineering
University of Electronic Science and Technology of China (UESTC)

Email: shengyp2011 at 163.com | shengyp2011 at gmail.com
Office: Room B1-201, Main Building, UESTC (Qingshuihe), Chengdu, China





| Short Biography | News | Grants | Projects and Resources | Translation | Publications | Patents | Selected Software Copyright | Professional Activities | Academic Links |


Short Biography

Yongpan Sheng is currently a Ph.D. candidate at College of Computer Science and Engineering, University of Electronic Science and Technology of China (UESTC), under the supervisor of Prof. Zenglin Xu. Prior to that, he received his Bachelor's Degree in Network Engineering from Chengdu University of Information Technology (CUIT), and Master's Degree in Software Engineering from University of Electronic Science and Technology of China (UESTC) in 2011 and 2014, respectively. He join the Research Practicum Program of University of New South Wales (UNSW), as a joint training Ph.D. candidate working with Prof. Wei Wang from Oct. 2017 to Oct. 2018. Check out my up-to-date CV for more details.

Sheng's research interests include:

  • Knowledge Extraction and Structured Embeddings from Unstructured Data
  • Knowledge Extraction, Representation Learning, Curation and Application Modeling for Temporal-Aware Knowledge Graph
  • Embedding Learning for Heterogenous Information Network
  • Distributed Computing

  • News

  • [2020/02/08]   I am invited as the reviewer of Knowledge-Based Systems.
  • [2020/01/15]   Our paper about a Multi-Document Semantic Extraction System is accepted by WWW Journal.
  • [2019/11/17]   I am invited to become a Program Committee Member of APWeb-WAIM 2020, many thanks to Prof. Xin Wang.
  • [2019/11/02]   My talk associated with the paper that entitled "Visualizing Multi-Document Semantics via Open Domain Information Extraction" is honored to be awarded as the excellent talk at the 11st Ph.D. Academic Forum holding by Fudan University      (FUDAN), along with Shanghai Jiao Tong University (SJTU).
  • [2019/10/30]   Our paper entitled "知识图谱技术综述 (Review on Knowledge Graph Techniques)" is honored to be awarded as one of the Top-10 influential papers in Journal of University of Electronic Science and Technology of China from 2009 to 2018.
  • [2019/10/22]   I join an internal-test activity oriented a cloud platform in the basis of gstore.


  • Grants

  • "Language Understanding Evaluation Benchmark for Chinese", Github, Website, 2019.10~2021.12, Core Member.
  • "A Multi-Document Semantics Extraction System using News Data", National Natural Science Foundation of China (NSFC), 2017.01 ~ 2019.12, Member.
  • "Study on Hypernym-Hyponym Relation Detection", the China Scholarship Council (CSC), 2017.10 ~ 2018.10, PI.
  • "Research and Application of Knowledge Computational Theory based on Big Data from Social Network", the Fundamental Research Funds for the Central Universities of China, 2017.01 ~ 2020.01, Member.

  • Projects and Resources

  • "A System for Automated Food Knowledge Graph Construction Towards Healthy Diet", A large-scale knowledge graph linking food-related ingredient and their relationships that can be constructed via an automatic manner.
  • "Language Understanding Evaluation Benchmark for Chinese", Github, Website.
  • "HDSES: A Multi-Document Semantic Extraction System using News Data", System that visualizes information from across multiple documents using a graph-based user interface.


  • Translation

    Sheng is also interested in understanding and translating of academic works, and numerous translation works are introduced in the following:
  • Topic on Information Extraction, to appear.
  • Domain-specific Knowledge Graph Construction, to appear.

  • Publications (@Google Scholar, @DBLP, @ResearchGate, @CSDN)

    (# indicates equal contribution, the order of authorship is decided through dice rolling

    * indicates corresponding author)

    Edited Books/Chapters/Proceedings:
  • Domain-Specific Knowledge Graph Construction (Original Copy, Translated Copy)
         Preface , Contents , Acronyms , Chapter 1 , Chapter 2 , Chapter 3 , Chapter 4 , Chapter 5 , Glossary , References , Index (Original Copy along with detailed Chapters).
         Preface , Contents , Acronyms , Chapter 1 , Chapter 2 , Chapter 3 , Chapter 4 , Chapter 5 , Glossary , References , Index (Translated Copy along with detailed Chapters).
         Translator: Yongpan Sheng, Xiuzhang Yang and Xin Wang
         To appear.


  • Refereed Journal and Conference Papers:

    2021

    2020

  • Semantic-Path Guided Graph Neural Network for Heterogeneous Graph Embedding  BibTeXWebsiteSlidesCode
         Yongpan Sheng#, Hekai Zhang#, Jibing Gong, Lirong He, and Jie Shao*
         Prepare submission, KSEM 2020 (CCF Rank C Conference), 2020.
  • A Two-Phase Framework for Open Relation Extraction  BibTeXSlides
         Yongpan Sheng#, Lirong He#, and Xuefeng Fu*
         Prepare submission, Applied Sciences-Basel (IF 2.217 in 2018, 中科院 Q3), 2020.
  • TKGFrame: A Two-Phase Framework for Temporal-Aware Knowledge Graph Completion   BibTeXSlidesCode
         Jiasheng Zhang, Jie Shao and Yongpan Sheng*
         Under Review, APWeb-WAIM 2020 (CCF Rank C Conference), 2020.
  • 概念上下位关系推断方法研究综述
         盛泳潘, 贺丽荣, 付雪峰
         Prepare submission, 计算机研究与发展, 2020.
  • 2019

  • A Hybrid Neural Network Model for Hypernym-hyponym Relation Identification  BibTeX
         Yongpan Sheng#, Lirong He#, Jie Shao and Xin Wang*
         Under Review, Big Data Research (IF 2.952 in 2018, 中科院 Q3, JCR Q2), 2019.
  • A Short Survey on Open Relation Extraction from Text Corpora: Issues, Resources and Recent Advances  BibTeX
         Yongpan Sheng, Zenglin Xu, Yafang Wang, Lirong He, and Gerard de Melo*
         Prepare submission, IEEE Access (IF 3.557 in 2017, 中科院 Q2, JCR Q2), 2019.
  • MuReX: Multi-Document Semantic Relation Extraction for News Analytics  BibTeX
         Yongpan Sheng, Zenglin Xu, Yafang Wang and Gerard de Melo*
         World Wide Web Journal (CCF Rank B, IF 1.15 in 2017), 2019. To appear.
  • Incorporating Term Definitions for Taxonomic Relation Identification  BibTeXSlides
         Yongpan Sheng, Tianxing Wu and Xin Wang
         In: Proc. JIST 2019 (International Conference, Accepted as a Full Paper).
  • A Framework for Graph-based Multi-Document Relation Exploration: A Case Study on the News Datasets  Website
         Yongpan Sheng and Haojie Huang
         In: Proc. SMP 2019 (International Conference, Accepted as a Poster).
  • Coherence and Salience-Based Multi-Document Relationship Mining  BibTeX
         Yongpan Sheng and Zenglin Xu
         In: Proc. APWeb-WAIM 2019 (CCF Rank C Conference, Accepted as a Full Paper).
  • Adaptive Local Learning Regularized Nonnegative Matrix Factorization for Data Clustering  BibTeX
         Yongpan Sheng, Meng Wang*, Tianxing Wu and Han Xu
         Applied Intelligence (IF 1.651 in 2017, 中科院 Q3, JCR Q3), 2019.
  • 一种融入文本知识的概念上下位关系推断方法
         盛泳潘, 张贺凯, 宫继兵, 贺丽荣, 付雪峰
         Under Review, 计算机应用, 2019.
  • 2018

  • A Qos-driven Approach for Cloud Service Addressing Attribute of Security  BibTeX
         Han Xu, Xiwei Qiu, Yongpan Sheng, Liang Luo and Yanping Xiang
         IEEE Access (IF 3.557 in 2017, 中科院 Q2, JCR Q2), 2018.
  • Visualizing Multi-Document Semantics via Open Domain Information Extraction  BibTeXWebsiteSlidesPoster
         Yongpan Sheng, Zenglin Xu, Yafang Wang, Xiangyu Zhang, Jia Jia, Zhonghui You and Gerard de Melo
         In: Proc. ECML-PKDD 2018 (CCF Rank B Conference, Accepted as a Demonstration Paper).
         This paper is invited to give a plenary level presentation at the 11st Ph.D. Academic Forum holding by FUDAN - SJTU .
  • Knowledge Base Completion by Variational Bayesian Neural Tensor Decomposition  BibTeX
         Lirong He, Bin Liu, Guangxi Li, Yongpan Sheng, Yafang Wang and Zenglin Xu*
         Cognitive Computation (IF 3.479 in 2017, 中科院 Q2, JCR Q2), 2018.
  • 基于开放域抽取的多文档概念图构建研究
         盛泳潘, 付雪峰, 吴天星
         计算机应用研究, Accepted, 2018.
  • 2017

  • Robust Softmax Regression for Multi-class Classification with Self-Paced Learning  BibTeX
         Yazhou Ren, Peng Zhao, Yongpan Sheng, Dezhong Yao and Zenglin Xu
         In: Proc. IJCAI 2017 (CCF Rank A Conference, Accepted as a Full Paper).
  • 2014 ~ 2016

  • A comparison of learning rules in pulse-based neural networks  BibTeX
         Yongpan Sheng, Yangyang Wang, Lu Wang and Gaofeng Zhao
         In: Proc. ICCWAMTIP 2016 (EI Conference, Accepted as a Full Paper).
  • Ant colony Optimization of Virtual Machine Placement for Data Latency Minimization in Cloud Systems  BibTeX
         Xiaojia Pan, Lei Wu, Dean Wu and Yongpan Sheng
         In: Proc. ICCWAMTIP 2015 (EI Conference, Accepted as a Full Paper).
  • 知识图谱技术综述
         徐增林, 盛泳潘, 贺丽荣, 王雅芳
         电子科技大学学报(自然科学版), Accepted, 2016.
         This paper is honored to be awarded as one of the Top-10 influential papers in Journal of University of Electronic Science and Technology of China from 2009 to 2018.

  • Patents

  • A Knowledge Base Completion Approach based on Variational Inference and Tensor Neural Network. Application No., 201610578882.9, Invention Patent, China (Granted).
         Zenglin Xu, Lirong He, Bin Liu, Guangxi Li, Yongpan Sheng and Yafang Wang
  • A Scheduling Strategy towards Cluster Virtual Machines in the Cloud. Application No., 201711236583.8, Invention Patent, China.
         Lirong He and Yongpan Sheng
  • A Maintenance Strategy of Weak Consistency of Multiple Replicas Oriented Hierarchical Storage Management System. Application No., 201710801623.2, Invention Patent, China.
         Yongpan Sheng, Shudong Huang, Han Xu, Malu Zhang, Peng Zhao, Xiangyu Zhang and Lirong He
  • A Approach of Email Classification Based on User's Behavior Relationship. Application No., 201610791731.1, Invention Patent, China.
         Yongpan Sheng
  • A Multi-Hierarchical Classification Approach Based on Email Content. Application No., 201610793018.0, Invention Patent, China (Granted).
         Yongpan Sheng, Yan Zhang, Peng Zhao, Ying Xie and Lu Wang
  • A Approach for Detecting Duplicate Bug Reports Based on LDA Model. Application No., 201610599276.5, Invention Patent, China.
         Xinzhi Jiang and Yongpan Sheng

  • Selected Software Copyright

  • The Software of training Staffs' Technical Skills for Small and Medium-sized Enterprises V1.0. RN. 2016SR291385 (1470002).
         Yongpan Sheng, Peng Zhao, Ying Xie and Lu Wang
  • Collaborative E-record Electronic Archives for Preparing Software V1.0. RN. 2016SR290619 (1469236).
         Yongpan Sheng
  • High-level Talent Recruitment for Colleges Software Based on Customizable Procedures V1.0. RN. 2016SR279696 (1458313).
         Yongpan Sheng
  • The Software for Querying Express Tracks Based on Android V1.0. RN. 2016SR263891 (1442508).
         Yongpan Sheng
  • Logistic Vehicle Management System for Small-sized Freight Company (PC Version) V1.0. RN. 2016SR020139 (1198756).
         Yongpan Sheng and Ying Xie
  • Mobile Anti-lost Software Based on Android V1.0. RN. 2015SR247300 (1134386).
         Yongpan Sheng

  • Professional Activities

  • Editorial board member: Signal and Information Processing
  • Reviewer: APWEB-WAIM 2020, APWEB-WAIM 2019, RSBD 2019, CCF-ICAI 2017, AAAI 2016, CCKS 2016, CCPR 2016, SSCI 2016, CCF Big Data 2016,
                           PR Letters, IEEE Access, Knowledge-Based Systems

  • Program Committee Members: APWEB-WAIM 2020

  • Academic Links

    2019-2020 International Conferences in Artificial Intelligence, Machine Learning, Computer Vision, Data Mining, Natural Language Processing and Robotics
    国际顶尖人工智能会议汇总 | 最新!AI顶会排行榜揭晓, CVPR居首 NIPS、ICML分列二、三位 | NLPer 国际度假指南 2020
    Conference Ranking in Computer Science from the AMiner | The statistics come from the AMiner: Best Papers vs. Top Cited Papers in Computer Science
    CCF推荐排名 | 清华发布新版计算机学科推荐学术会议和期刊列表 | 中国计算机学会推荐中文科技期刊目录 | 最新SCI期刊查询及投稿分析系统
    2020年人工智能领域国际学术会议时间列表 | 30+个必知的《人工智能》会议清单

    Accepted top-tie paper list:
    2021
    2020
    AAAI |
    WSDM
    2019
    ACL | NAACL | ICML | ICLR | SIGIR | ICDE | KDD | CHI | The Web Conference | AAAI | IJCAI | ICSE |
    EMNLP-IJCNLP | ISWC | ESWC | ECML-PKDD | CIKM | ICDM | WSDM | SDM | DASFAA | BIBM |
    IJCNN | PAKDD | ECIR | NLPCC | ICONIP | KSEM | APWeb-WAIM | WISE | ICC | CCKS |

    2018
    ACL | NAACL | ICML | ICLR | SIGIR | ICDE | KDD | CHI | The Web Conference | AAAI | IJCAI-ECAI | ICSE |
    EMNLP | ISWC | ECML-PKDD |
    IJCNN | ECIR | WISE |

    Research Groups:
    MSRA Natural Language Computing (NLC) Group CUHK Text Mining Group | HKUST Human Language Technology Center | Social Media Mining Group NLP2CT | NLP Lab, National Taiwan University
    NLP Lab, Tsinghua University | Knowledge Engineering Lab, Tsinghua University | Knowledge Intelligence Research Center | Beijing Academy of Artificial Intelligence | Information Retrieval Group, Tsinghua University |
    CoAI KLCL, Peking University | LCWM group, Peking University | Data Management Lab, PUCRI Knowledge Works Research Labortory, Fudan University | Fudan Natural Language Processing Group |
    HIT-SCIR | HISZ-HLT Group | Intelligence Technology & NLP Lab | Machine Intelligence and Translation Lab Knowledge Graph Research Group, Northeastern University | NLP Group, Nanjing University |
    NLP Lab, Xiamen University | DUTIR | NLP Lab, Soochow University | NLP Group, Heilongjiang University | TAM Lab, South China Normal University StatNLP | NUS NLP Group | AI2 Allen Institute for AI
    People & Blogs:
    Haixun Wang | Zhongyuan Wang | Maosong Sun | Zhiyuan Liu | Yang Liu | Shaoping Ma | Min Zhang | Yiqun Liu | Xiaoyan Zhu | Minlie Huang | Juanzi Li | Jie Tang | Bin Xu | Wenwu Zhu | Jianyong Wang | Xiaojun Wan | Bin Cui | Dongyan Zhao |
    Lei Zou | Weiwei Sun | Yu Sun | Zhifang Sui | Rui Yan | Jun Zhao | Le Sun | Xianpei Han | Shizhu He | Kang Liu | Jiajun Zhang | Yanyan Lan | Zhichun Wang | Chuan Shi | Xin Wang | Xiaowang Zhang | Meishan Zhang | Xuanjing Huang | Xipeng Qiu | Yanghua Xiao | Weiguo Zheng | Huajun Chen | Ting Liu | Bing Qin | Wanxiang Che | Ming Liu | Tiejun Zhao | Ruifeng Xu | Hai Zhao | Jiajun Chen | Xinyu Dai | Wei Hu | Gong Cheng | Yue Zhang | Min Yang | Xiaofang Zhou | Wenliang Chen | Kewei Tu | Xindong Wu | Guilin Qi | Meng Wang | Jun Liu | Tong Ruan | Ru Li | Wei Wang | Xiaodan Zhu | Lina Yao | Xiang Ren | Gerardde Melo | Heng Ji | Jiawei Han | Jeff Z Pan |