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Hai-Tao Yu

face
Affiliation
Faculty of Library, Information and Media Science
Official title
Assistant Professor
Sex
Male
URL
Email
 
Research fields
Web informatics, Service informatics
Research keywords
Interactive Information Retrieval
Learning To Rank
Data Mining
Research projects
"A scalable privacy-preserving information retrieval system based on federated optimization, on-device intelligence and semantic matching"2019 -- 2023于 海涛Japan Society for the Promotion of Science/Grant-in-Aid for Scientific Research(B)15,860,000Yen
情報検索における思考の言語化にもとづく検索インタラクションの会話化2019-04 -- 2022-03上保秀夫Japan Society for the Promotion of Science/
A Scalable Privacy-preserving Information Retrieval System Based on Federated Optimization, On-device Intelligence ...2019-04 -- 2023-03Haitao YuJapan Society for the Promotion of Science/15,860,000Yen
A Novel Interactive Information Retrieval System Using Deep Neural Network2017-04 -- 2019-03Haitao YuJapan Society for the Promotion of Science/Grant-in-Aid for Young Scientists(B)3,900,000Yen
Career history
2014-11 -- (current)University of Tsukuba Faculty of Library, Information and Media Science Assistant Professor
2014-04 -- 2014-11Tokushima University Assistant Professor
Degree
2013-09Doctor of Philosophy in EngineeringTokushima University
Academic societies
2019-07 -- (current)American Association for the Advancement of Science (AAAS)
2015-10 -- (current)The Institute of Electrical and Electronics Engineers (IEEE)
2017-11 -- (current)The Japanese Society for Artificial Intelligence)
2017-11 -- (current)The Institute of Electronics, Information and Communication Engineers
2015-10 -- (current)The Association for Computing Machinery (ACM)
Honors & Awards
2017-12筑波大学若手教員奨励賞筑波大学の研究力の向上に貢献した
2016-11The ICTIA-2016 Best Student Paper Award
Articles
  • Journal of Intelligent Information Systems
    Chen Long; Zhang Huaizhi; Jose Joemon M; Yu Hai tao; Mosh...
    Journal of Intelligent Information Systems/51(1)/pp.115-137, 2018-08
  • Revisiting the cluster-based paradigm for implicit search result diversification
    Yu Hai tao; Adam Jatowt; Blanco Roi; Joho Hideo; Jose Joe...
    Information Processing and Management/54(4)/pp.507-528, 2018-07
  • Overview of NTCIR-13 Actionable Knowledge Graph (AKG) Task
    Blanco Roi; Joho Hideo; Jatowt Adam; Yu Haitao; Yamamoto ...
    Proceedings of the 13th NTCIR Conference on Evaluation of Information Access Technologies, December 5-8, 2017 Tokyo Japan/pp.340-345, 2017-12
  • An in-depth study on diversity evaluation: the importance of intrinsic diversity
    Yu Hai tao; Jatowt Adam; Roi Blanco; Hideo Joho; Joemon Jose
    Information Processing and Management/53(4)/pp.799-813, 2017-07
  • A Hybrid Approach for Question Retrieval in Community Question Answering
    Chen Long; Jose Joemon; Yu Hai tao; Yuan Fajie
    The Computer Journal/60(7)/pp.1019-1031, 2017-07
  • Decoding multi-click search behavior based on marginal utility
    Yu Hai tao; Adam Jatowt; Blanco Roi; Joho Hideo; Jose Joemon
    Information Retrieval/20(1)/pp.25-52, 2017-02
  • A concise integer linear programming formulation for implicit search result diversification
    Yu Hai tao; Adam Jatowt; Blanco Roi; Joho Hideo; Jose Joe...
    Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM 2017)/pp.191-200, 2017-02
  • Building Text Collections for Evaluating Temporal IR
    Hideo Joho; Jatowt Adam; Roi Blanco; Yu Hai tao; Shuhei Y...
    The 39th International ACM SIGIR Conference On Research and Development in Information Retrieval/pp.677-680, 2016
  • Role-explicit Query Extraction and Utilization for Quantifying User Intents
    Ren Fuji; Yu Hai tao
    Information Sciences/329/pp.568-580, 2016-01
  • Automatic Role-Explicit Query Extraction: A Divide-and-Conquer System Leveraging on Users' Reformulating Behaviors
    Yu Hai tao; Ren Fuji
    IEEJ Transactions on Electrical and Electronic Engineering/9(1)/pp.62-70, 2014-01
Conference, etc.
  • A rank-biased neural network model for click modeling
    Yu Hai tao; Jatowt Adam; Blanco Roi; Jose Joemon M.; Zhou Ke
    The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR)/2019-03-10--2019-03-14
  • WassRank: listwise document ranking using optimal transport theory
    Yu Hai tao; Jatowt Adam; Joho Hideo; Jose Joemon; Yang Xi...
    The 12th International Conference on Web Search and Data Mining (WSDM)/2019-02-11--2019-02-15
  • An Effective Approach for Modelling Time Features for Classifying Bursty Topics on Twitter
    Fang Anjie; Ounis Iadh; MacDonald Craig; Habel Philip; Xi...
    27th ACM International Conference on Information and Knowledge Management (CIKM)/2018-10-22--2018-10-26
  • Test Collection for Evaluating Actionable Knowledge Graphs
    Yu Hai tao; Blanco Roi; Hideo Joho; Jatowt Adam
    The First Workshop on Knowledge Graphs and Semantics for Text Retrieval and Analysis (KG4IR)/2017-08-11--2017-08-11
  • A semantic graph-based approach for mining common topics from multiple asynchronous text streams
    Chen Long; Jose Joemon; Yu Hai tao; Yuan Fajie
    Proceedings of the 26th World Wide Web conference/2017-04-03--2017-04-07
  • Boostfm: boosted factorization machines for top-n feature-based recommendation
    Yuan Fajie; Guo Guibing; Jose Joemon; Chen Long; Yu Hai t...
    Proceedings of the 22nd International Conference on Intelligent User Interfaces/2017-03-13--2017-03-16
  • An in-depth study of implicit search result diversification
    Yu Hai tao; Jatowt Adam; Roi Blanco; Hideo Joho; Joemon J...
    The 12th Asia Information Retrieval Societies Conference/2016-11-30--2016-12-02
  • Optimizing factorization machines for top-N context-aware recommendations
    Fajie Yuan; Guibing Guo; Joemon Jose; Long Chen; Yu Hai t...
    The 17th International Conference on Web Information Systems Engineering/2016-11-07--2016-11-10
  • Joint geo-spatial preference and pairwise ranking for point-of-interest recommendation
    Fajie Yuan; Joemon Jose; Guibing Guo; Long Chen; Yu Hai t...
    The 28th IEEE International Conference on Tools with Artificial Intelligence/2016-11-07--2016-11-08
  • Lambdafm: learning optimal ranking with factorization machines using lambda surrogates
    Fajie Yuan; Guibing Guo; Joemon Jose; Long Chen; Yu Hai t...
    The 25th ACM International Conference on Information and Knowledge Management/2016-10-24--2016-10-28
  • Building text collections for evaluating temporal IR
    Hideo Joho; Jatowt Adam; Roi Blanco; Yu Hai tao; Shuhei Y...
    The 39th International ACM SIGIR Conference On Research and Development in Information Retrieval/2016-07-17--2016-07-21
  • Overview of NTCIR-12 Temporal Information Access (Temporalia-2) Task
    Hideo Joho; Jatowt Adam; Roi Blanco; Yu Hai tao; Shuhei Y...
    The 12th NTCIR Conference/2016-06-07--2016-06-10
  • Probabilistic Topic Modelling with Semantic Graph
    Chen Long; Jose Joemon; Yu Hai tao; Yuan Fajie
    The 38th European Conference on Information Retrieval/2016-03-20--2016-03-23
  • A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering
    Chen Long; Jose Joemon; Yu Hai tao; Yuan Fajie; Zhang Dell
    The 9th ACM International Conference on Web Search and Data Mining/2016-02-22--2016-02-25
  • TUTA1 at the NTCIR-11 Temporalia Task
    Yu Hai tao; Kang Xin; Ren Fuji
    The 11th NTCIR Conference/2014-12-09--2014-12-12
  • TUTA1 at the NTCIR-11 IMine Task
    Yu Hai tao; Ren Fuji
    The 11th NTCIR Conference/2014-12-09--2014-12-12
  • Search Result Diversification via Filling up Multiple Knapsacks
    Yu Hai tao; Ren Fuji
    The 23rd ACM International Conference on Information and Knowledge Management (CIKM 2014)/2014-11-03--2014-11-07
  • Subtopic Mining via Modifier Graph Clustering
    Yu Hai tao; Ren Fuji
    The 18th Pacific-Asia Conference on Know ledge Discovery and Data Mining/2014-05-13--2014-05-16
  • User-Aware Advertisability
    Yu Hai tao; Sakai Tetsuya
    The 9th Asia Information Retrieval Societies Conference/2013-12-09--2013-12-11
  • TUTA1 at the NTCIR-10 Intent Task
    Yu Hai tao; Ren Fuji
    The 10th NTCIR Conference/2013-06-18--2013-06-21
  • Role-explicit Query Identification and Intent Role Annotation
    Yu Hai tao; Ren Fuji
    The 21st ACM International Conference on Information and Knowledge Management (CIKM 2012)/2012-10-29--2012-11-02
  • Qualifier Mining for NTCIR-INTENT
    Yu Hai tao; Ren Fuji
    The 9th NTCIR Conference/2011-12-06--2011-12-09
  • Mining Large-scale Comparable Corpora from Chinese-English News Collections
    Huang Degen; Zhao Lian; Li Lishuang; Yu Hai tao
    The 23rd International Conference on Computational Linguistics (Coling 2010)/2010-08-23--2010-08-27
  • Designing Effective Web Mining-Based Techniques for OOV Translation
    Yu Hai tao; Ren Fuji; Huang Degen; Li Lishuang
    The 6th IEEE International Conference on Natural Language Processing and Knowledge Engineering/2010-08-21--2010-08-23
Works
  • Learning to Rank in PyTorch
    Hai-Tao Yu
Teaching
2019-10 -- 2020-02Advanced Seminar in Information Media Studies IIaUniversity of Tsukuba.
2019-10 -- 2020-02Special Experiments in Information Media Systems Field IIUniversity of Tsukuba.
2019-04 -- 2019-08Special Experiments in Information Media Systems Field IIUniversity of Tsukuba.
2019-10 -- 2020-02Special Experiments in Information Media Systems Field IUniversity of Tsukuba.
2019-04 -- 2019-08Special Experiments in Information Media Systems Field IUniversity of Tsukuba.
2019-10 -- 2019-12Research Methods in InformaticsUniversity of Tsukuba.
2019-04 -- 2019-07Information Seeking and RetrievalUniversity of Tsukuba.
2019-04 -- 2019-08Advanced Seminar in Information Media Studies IIbUniversity of Tsukuba.
2019-10 -- 2020-02Advanced Seminar in Information Media Studies IbUniversity of Tsukuba.
2019-04 -- 2019-09Advanced Seminar in Information Media Studies IIIaUniversity of Tsukuba.
Professional activities
2016-08 -- 2017-12A member of the organizers for NTCIR-13 Actionable Knowledge Graph (AKG) Task
2015-02 -- 2016-06A member of the organizers for NTCIR-12 Temporal Information Access Task
University Management
2018-04 -- 2019-03入試グループ委員
Other activities
2019-02 -- 2019-03Guest Reviewer of Journal: ACM Transactions on Information Systems (TOIS)
2019-03 -- 2019-03Guest Reviewer of Journal: Information Processing & Management
2019-03 -- 2019-03Guest Reviewer of Journal: Neurocomputing
2018-11 -- 2018-12Guest Reviewer of Journal: IEEE Transactions on Affective Computing
2018-07 -- 2018-10Program Committee Member of The 2018 International Conference on Progress in Informatics and Computing (PIC-2018)
2018-05 -- 2018-06Guest Reviewer of Journal: IEEE/ACM Transactions on Computational Biology and Bioinformatics
2018-05 -- 2018-06Guest Reviewer of Information Retrieval Journal
2017-04 -- 2017-05Guest Reviewer of Journal of Information Science
2016-04 -- 2016-08Guest Reviewer of Journal: Information Processing & Management
2015-10 -- 2015-11Guest Reviewer of Journal: Information Processing & Management

(Last updated: 2019-07-19)