Hai-Tao Yu

Affiliation
Faculty of Library, Information and Media Science
Official title
Associate Professor
Sex
Male
URL
Email
/JF92:E2@Tc_D=:D]EDF<F32]24];A
Research fields
Intelligent informatics
Information security
Multimedia database
Intelligent robotics
Human interface and interaction
Web informatics, Service informatics
Research keywords
Information Intelligence
Deep Learning
Learning To Rank
Interactive Information Retrieval
Privacy-preserving Machine Learning
Data Mining
Research projects
人と共に進化する次世代人工知能に関する技術開発事業2020 -- 2024NEDO/受託研究（再委託）
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
2022-02 -- (current)University of TsukubaFaculty of Library, Information and Media ScienceAssociate Professor
2015-02 -- 2017-01University of GlasgowSchool of Computing ScienceVisiting Scholar
2014-11 -- 2022-01University of TsukubaFaculty of Library, Information and Media ScienceAssistant Professor
2014-04 -- 2014-11Tokushima UniversityAssistant Professor
2013-02 -- 2013-06Microsoft Research AsiaWeb Intelligence GroupResearch Intern
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
2012-10ACM SIGIR Student Travel Grant at ACM CIKM2012
2013-10Student Travel Awards by the Telecommunications Advancement Foundation (TAF)
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 ICTAI-2016 Best Student Paper Award
Articles
  • Diagnostic Evaluation of Policy-Gradient-Based Ranking
    Hai-Tao Yu; Degen Huang; Fuji Ren; Lishuang Li
    Electronics, 2021-12
  • PT-Ranking: A Benchmarking Platform for Neural Learning-to-Rank
    Hai-Tao Yu
    PT-Ranking: A Benchmarking Platform for Neural Learning-to-Rank, 2020-08
  • Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics
    Hai-Tao Yu
    Optimize What You Evaluate With: A Simple Yet Effective Framework For Direct Optimization Of IR Metrics, 2020-08
  • Word sense disambiguation based on stretchable matching of the semantic template
    Wang Wei; Huang Degen; Hai-Tao Yu
    Mathematical Foundations of Computing/4(1)/pp.1-13, 2021-02
  • Image Caption Generation Using Hint-words
    村本 尚生; 于 海涛
    Joho Chishiki Gakkaishi/29(2)/pp.153-158, 2019-05
  • 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 Jo...
    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
  • 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
  • An in-depth study on diversity evaluation: the importance of intrinsic diversity
    Yu Hai tao; Jatowt Adam; Roi Blanco; Hideo Joho; Joemon ...
    Information Processing and Management/53(4)/pp.799-813, 2017-07
    Tsukuba Repository
  • A concise integer linear programming formulation for implicit search result diversification
    Yu Hai tao; Adam Jatowt; Blanco Roi; Joho Hideo; Jose Jo...
    Proceedings of the 10th ACM International Conference on Web Search and Data Mining (WSDM 2017)/pp.191-200, 2017-02
  • Decoding multi-click search behavior based on marginal utility
    Yu Hai tao; Adam Jatowt; Blanco Roi; Joho Hideo; Jose Jo...
    Information Retrieval/20(1)/pp.25-52, 2017-02
  • Building Text Collections for Evaluating Temporal IR
    Hideo Joho; Jatowt Adam; Roi Blanco; Yu Hai tao; Shuhei ...
    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.
  • Optimize What You EvaluateWith: Search Result Diversification Based on Metric Optimization
    Hai-Tao Yu
    The 36th AAAI Conference on Artificial Intelligence/2022-02-22--2022-03-01
  • Combining Spiking Neural Network and Artificial Neural Network for Enhanced Image Classification
    Naoya Muramatsu; 于 海涛
    DEIM Forum 2021/2021-03-01--2021-03-03
  • Deep metric learning based on rank-sensitive optimization of top-k precision
    Muramoto Naoki; Hai-Tao Yu
    Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM)/2020-10
  • TUA1 at the TREC 2019: deep learning track
    Hai-Tao Yu; Gao Yun; Kang Xin; Ren Fuji
    Proceedings of the 28th Text Retrieval Conference(TREC)/2019-11-13--2019-11-15
  • A rank-biased neural network model for click modeling
    Yu Hai tao; Jatowt Adam; Blanco Roi; Jose Joemon M.; Zhou...
    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 X...
    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...
    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 ...
    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 Jose; ...
    The 12th Asia Information Retrieval Societies Conference/2016-11-30--2016-12-02
  • Joint geo-spatial preference and pairwise ranking for point-of-interest recommendation
    Fajie Yuan; Joemon Jose; Guibing Guo; Long Chen; Yu Hai tao; R...
    The 28th IEEE International Conference on Tools with Artificial Intelligence/2016-11-07--2016-11-08
  • Optimizing factorization machines for top-N context-aware recommendations
    Fajie Yuan; Guibing Guo; Joemon Jose; Long Chen; Yu Hai tao; W...
    The 17th International Conference on Web Information Systems Engineering/2016-11-07--2016-11-10
  • Lambdafm: learning optimal ranking with factorization machines using lambda surrogates
    Fajie Yuan; Guibing Guo; Joemon Jose; Long Chen; Yu Hai tao; W...
    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 Yamamoto
    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 ...
    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
  • more...
Works
  • Learning to Rank in PyTorch (https://github.com/wildltr/ptranking)
    Hai-Tao Yu
Teaching
2021-04 -- 2021-08Special Experiments in Information Media Systems Field IIUniversity of Tsukuba.
2021-10 -- 2022-02Special Experiments in Information Media Systems Field IIUniversity of Tsukuba.
2021-10 -- 2022-02Special Experiments in Information Media Systems Field IUniversity of Tsukuba.
2021-04 -- 2021-08Special Experiments in Information Media Systems Field IUniversity of Tsukuba.
2022-01 -- 2022-02Practical Seminar BUniversity of Tsukuba.
2021-04 -- 2021-06Theories of information BehaviorUniversity of Tsukuba.
2021-07 -- 2021-08Practical Seminar AUniversity of Tsukuba.
2021-07 -- 2021-08Survey and Data AnalysisUniversity of Tsukuba.
2021-10 -- 2021-12Knowledge Sciences Lab BUniversity of Tsukuba.
2022-01 -- 2022-02Literature SurveyUniversity of Tsukuba.
more...
Talks
  • Neural Learning-to-Rank
    于 海涛
    Workshop on When creative AI meets conversational AI/2021-03-19--2021-03-19
  • Let’s Secure that Grant
    Hai-Tao Yu
    KAKENHI Seminar for Non-Japanese Researchers/2019-07-22--2019-07-22
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
2020-04 -- 2021-03実習用サーバ委員
2020-04 -- 2021-03入試グループ委員
2020-04 -- 2021-03クラス担任20委員
2020-04 -- 2021-03オリエンテーション20委員
2019-04 -- 2020-03実習用サーバ委員
2019-04 -- 2020-03入試グループ委員
2018-04 -- 2019-03入試グループ委員
Other activities
2021-02 -- 2021-03Guest Reviewer of Journal: ACM Transactions on Information Systems (TOIS)
2021-03 -- 2021-07Program Committee Member (Short Paper Track) of The 44th International ACM Conference on Research and Development in Information Retrieval (SIGIR 2021)
2021-03 -- 2021-07Program Committee Member (Full Paper Track) of The 44th International ACM Conference on Research and Development in Information Retrieval (SIGIR 2021)
2021-03 -- 2021-08Program Committee Member (Applied Data Science Track) of Conference on Knowledge Discovery and Data Mining (SIGKDD 2021)
2020-09 -- 2020-10Program Committee Member of The ACM International Conference on Web Search and Data Mining (WSDM 2021)
2020-01 -- 2020-04Program Committee Member (Full Paper Track) of The ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020)
2020-05 -- 2020-11Program Committee Member (Resource Paper Track) of The ACM International Conference on Information and Knowledge Management (CIKM 2020)
2020-05 -- 2020-11Program Committee Member (Short Paper Track) of The ACM International Conference on Information and Knowledge Management (CIKM 2020)
2020-05 -- 2020-11Program Committee Member (Full Paper Track) of The ACM International Conference on Information and Knowledge Management (CIKM 2020)
2019-10 -- 2020-04Program Committee Member of The European Conference on Information Retrieval (ECIR 2019)
more...

(Last updated: 2022-05-23)