Hai-Tao Yu
- Affiliation
- Faculty of Library, Information and Media Science
- Official title
- Associate Professor
- Sex
- Male
- URL
- /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 -- 2024 NEDO/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 -- 2023-03 Haitao Yu Japan Society for the Promotion of Science/ 15,860,000Yen A Novel Interactive Information Retrieval System Using Deep Neural Network 2017-04 -- 2019-03 Haitao Yu Japan 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 -- 2017-01 University of GlasgowSchool of Computing ScienceVisiting Scholar 2014-11 -- 2022-01 University of TsukubaFaculty of Library, Information and Media ScienceAssistant Professor 2014-04 -- 2014-11 Tokushima UniversityAssistant Professor 2013-02 -- 2013-06 Microsoft Research AsiaWeb Intelligence GroupResearch Intern - Degree
2013-09 Doctor of Philosophy in Engineering Tokushima 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
2012-10 ACM SIGIR Student Travel Grant at ACM CIKM2012 2013-10 Student 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 2016-11 The 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 - 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
- Diagnostic Evaluation of Policy-Gradient-Based Ranking
- 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...
- Optimize What You EvaluateWith: Search Result Diversification Based on Metric Optimization
- Works
- Learning to Rank in PyTorch (https://github.com/wildltr/ptranking)
Hai-Tao Yu
- Learning to Rank in PyTorch (https://github.com/wildltr/ptranking)
- Teaching
2021-04 -- 2021-08 Special Experiments in Information Media Systems Field II University of Tsukuba. 2021-10 -- 2022-02 Special Experiments in Information Media Systems Field II University of Tsukuba. 2021-10 -- 2022-02 Special Experiments in Information Media Systems Field I University of Tsukuba. 2021-04 -- 2021-08 Special Experiments in Information Media Systems Field I University of Tsukuba. 2022-01 -- 2022-02 Practical Seminar B University of Tsukuba. 2021-04 -- 2021-06 Theories of information Behavior University of Tsukuba. 2021-07 -- 2021-08 Practical Seminar A University of Tsukuba. 2021-07 -- 2021-08 Survey and Data Analysis University of Tsukuba. 2021-10 -- 2021-12 Knowledge Sciences Lab B University of Tsukuba. 2022-01 -- 2022-02 Literature Survey University 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
- Neural Learning-to-Rank
- Professional activities
2016-08 -- 2017-12 A member of the organizers for NTCIR-13 Actionable Knowledge Graph (AKG) Task 2015-02 -- 2016-06 A 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 -- 2021-03 Guest Reviewer of Journal: ACM Transactions on Information Systems (TOIS) 2021-03 -- 2021-07 Program Committee Member (Short Paper Track) of The 44th International ACM Conference on Research and Development in Information Retrieval (SIGIR 2021) 2021-03 -- 2021-07 Program Committee Member (Full Paper Track) of The 44th International ACM Conference on Research and Development in Information Retrieval (SIGIR 2021) 2021-03 -- 2021-08 Program Committee Member (Applied Data Science Track) of Conference on Knowledge Discovery and Data Mining (SIGKDD 2021) 2020-09 -- 2020-10 Program Committee Member of The ACM International Conference on Web Search and Data Mining (WSDM 2021) 2020-01 -- 2020-04 Program Committee Member (Full Paper Track) of The ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2020) 2020-05 -- 2020-11 Program Committee Member (Resource Paper Track) of The ACM International Conference on Information and Knowledge Management (CIKM 2020) 2020-05 -- 2020-11 Program Committee Member (Short Paper Track) of The ACM International Conference on Information and Knowledge Management (CIKM 2020) 2020-05 -- 2020-11 Program Committee Member (Full Paper Track) of The ACM International Conference on Information and Knowledge Management (CIKM 2020) 2019-10 -- 2020-04 Program Committee Member of The European Conference on Information Retrieval (ECIR 2019) more...
(Last updated: 2022-05-23)