YU HAITAO 于海涛

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Yu Haitao 于海涛

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Researcher Number	30751052
Other IDs
Affiliation (Current)	2025: 筑波大学, 図書館情報メディア系, 准教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 筑波大学, 図書館情報メディア系, 准教授 2017 – 2020: 筑波大学, 図書館情報メディア系, 助教
Review Section/Research Field	Principal Investigator Basic Section 62020:Web informatics and service informatics-related / Web informatics, Service informatics Except Principal Investigator Basic Section 90020:Library and information science, humanistic and social informatics-related
Keywords	Principal Investigator On-device intelligence / Federated learning / Semantic matching / Privacy-preserving / Metric Optimisation / Learning-To-Rank / Semantic Matching / probabilistic regression / learning to rank / policy gradient … More / Federated Optimization / Privacy-preserving IR / Differential Privacy / Policy Gradient / Metric Optimization / on-device learning / interactive search / online learning-to-rank / semantic matching / federated learning / privacy-preserving / Neural Tree Ensembles / Neural Tree Ensemble / User Modeling / On-device Learning / Personalization / Generative IR / Conversational IR / Large Language Model / Federated Learning / 機械学習 / ウェブシステム / Result diversification / Embedding, / User modelling, / user modelling / click model / optimal transport / click modelling / learning-to-rank … More Except Principal Investigator 会話検索 / 情報検索 Less

A scalable privacy-preserving information retrieval system based on federated optimization, on-device intelligence and semantic matchingPrincipal Investigator
- Principal Investigator
  
  Yu Haitao
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 62020:Web informatics and service informatics-related
- Research Institution
  University of Tsukuba
Conversationalisation of Search Interaction Based on Verbalisation of Search Intents
- Principal Investigator
  
  Joho Hideo
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 90020:Library and information science, humanistic and social informatics-related
- Research Institution
  University of Tsukuba
A Novel Interactive Information Retrieval System Using Deep Neural NetworkPrincipal Investigator
- Principal Investigator
  
  Yu Haitao
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Web informatics, Service informatics
- Research Institution
  University of Tsukuba

All 2024 2023 2022 2021 2020 2019 2018

All Journal Article Presentation

[Journal Article] TAM-SenticNet: A Neuro-Symbolic AI Approach for Early Depression Detection via Social Media Analysis2024
- Author(s)
  Rongyu Dou, Xin Kang
- Journal Title
  
  Computers and Electrical Engineering
  
  Volume: 114 Pages: 1-10
- DOI
  10.1016/j.compeleceng.2023.109071
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04215
[Journal Article] Secure Shapley Value for Cross-Silo Federated Learning2023
- Author(s)
  Shuyuan Zheng, Yang Cao, and Masatoshi Yoshikawa
- Journal Title
  
  Proceedings of the VLDB Endowment
  
  Volume: 16 Issue: 7 Pages: 1657-1670
- DOI
  10.14778/3587136.3587141
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-22KJ1721, KAKENHI-PROJECT-21K19767, KAKENHI-PROJECT-19H04215
[Journal Article] An in-depth study on adversarial learning-to-rank2023
- Author(s)
  Yu Hai-Tao、Piryani Rajesh、Jatowt Adam、Inagaki Ryo、Joho Hideo、Kim Kyoung-Sook
- Journal Title
  
  Information Retrieval Journal
  
  Volume: 26 Issue: 1-2
- DOI
  10.1007/s10791-023-09419-0
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Journal Article] Combining Spiking Neural Networks with Artificial Neural Networks for Enhanced Image Classification2023
- Author(s)
  MURAMATSU Naoya、YU Hai-Tao、SATOH Tetsuji
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E106.D Issue: 2 Pages: 252-261
- DOI
  10.1587/transinf.2021EDP7237
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2023-02-01
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04215
[Journal Article] Diagnostic Evaluation of Policy-Gradient-Based Ranking2022
- Author(s)
  Hai-Tao Yu; Degen Huang; Fuji Ren; Lishuang Li
- Journal Title
  
  Electronics
  
  Volume: 11 Issue: 1 Pages: 37-37
- DOI
  10.3390/electronics11010037
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Journal Article] Selectively Expanding Queries and Documents for News Background Linking2022
- Author(s)
  Zhang Lirong、Joho Hideo、Fujita Sumio、Yu Hai-Tao
- Journal Title
  
  Proceedings of the 31st ACM International Conference on Information & Knowledge Management (CIKM '22)
  
  Volume: - Pages: 4687-4691
- DOI
  10.1145/3511808.3557695
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04418
[Journal Article] Semantic Modelling of Document Focus-Time for Temporal Information Retrieval2022
- Author(s)
  Zhang Lirong、Joho Hideo、Yu Hai-Tao
- Journal Title
  
  Companion Proceedings of the Web Conference 2022 (WWW '22)
  
  Volume: - Pages: 896-902
- DOI
  10.1145/3487553.3524668
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19H04418
[Journal Article] TKB48 at TREC 2021 Conversational Assistance Track2021
- Author(s)
  Yubo Fang, Hideo Joho, Sumio Fujita
- Journal Title
  
  NIST SP, The Thirtieth Text REtrieval Conference (TREC 2021) Proceedings
  
  Volume: 500-335 Pages: 1-6
- Open Access
- Data Source
  KAKENHI-PROJECT-19H04418
[Journal Article] Active learning with complementary sampling for instructing class-biased multi-label text emotion classification2020
- Author(s)
  Kang Xin、Shi Xuefeng、Wu Yunong、Ren Fuji
- Journal Title
  
  IEEE Transactions on Affective Computing
  
  Volume: - Issue: 1 Pages: 1-1
- DOI
  10.1109/taffc.2020.3038401
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K20345, KAKENHI-PROJECT-19H04215
[Journal Article] Revisiting the cluster-based paradigm for implicit search result diversification2018
- Author(s)
  Yu, Hai tao;Adam, Jatowt;Blanco, Roi;Joho, Hideo;Jose, Joemon;Chen, Long;Yuan, Fajie
- Journal Title
  
  Information Processing and Management
  
  Volume: 54 Issue: 4 Pages: 507-528
- DOI
  10.1016/j.ipm.2018.03.003
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03491, KAKENHI-PROJECT-17K12784
[Presentation] An In-Depth Comparison of Neural and Probabilistic Tree Models for Learning-to-rank2024
- Author(s)
  Haonan Tan, Kaiyu Yang, Haitao Yu
- Organizer
  Advances in Information Retrieval, ECIR 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] University of Tsukuba Team at the TREC 2023 Deep Learning Track2023
- Author(s)
  Kaiyu Yang; Lingzhen Zheng; Hai-Tao Yu; Sumio Fujita; Hideo Joho
- Organizer
  The Thirty-Second Text REtrieval Conference (TREC 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] DEU-Net: Dual Encoder U-Net for 3D Medical Image Segmentation2023
- Author(s)
  Yuxiang Zhou, Xin Kang, Fuji Ren, Satoshi Nakagawa, Xiao Shan
- Organizer
  The 22nd International Conference on Computer and Information Technology (CIT 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] University of Tsukuba Team at the TREC 2023 Interactive Knowledge Assistance Track2023
- Author(s)
  Lingzhen Zheng; Kaiyu Yang; Hai-Tao Yu; Sumio Fujita; Hideo Joho
- Organizer
  The Thirty-Second Text REtrieval Conference (TREC 2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] TUA1 at eRisk 2022: Exploring Affective Memories for Early Detection of Depression2022
- Author(s)
  Xin Kang、Rongyu Dou、Haitao Yu
- Organizer
  The Thirteenth Conference and Labs of the Evaluation Forum (CLEF 2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Selectively Expanding Queries and Documents for News Background Linking2022
- Author(s)
  Lirong Zhang、Hideo Joho、Hai-Tao Yu
- Organizer
  The 31st ACM International Conference on Information and Knowledge Management (CIKM2022)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Semantic Modelling of Document Focus-Time for Temporal Information Retrieval2022
- Author(s)
  Lirong Zhang、Hideo Joho、Hai-Tao Yu
- Organizer
  The 12th International Workshop on Temporal Web Analytics (TempWeb)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] TUA1 at the NTCIR-16 DialEval-2 Task2022
- Author(s)
  F Ding, Xin Kang, Yunong Wu, Fuji Ren
- Organizer
  The 16th NTCIR Conference on Evaluation of Information Access Technologies
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Optimize What You EvaluateWith: Search Result Diversification Based on Metric Optimization2022
- Author(s)
  Hai-Tao Yu
- Organizer
  The 36th AAAI Conference on Artificial Intelligence
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] FL-Market: Trading Private Models in Federated Learning2022
- Author(s)
  Shuyuan Zheng, Yang Cao, Masatoshi Yoshikawa, Huizhong Li, Qiang Yan
- Organizer
  2022 IEEE International Conference on Big Data (Big Data)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Preventing Manipulation Attack in Local Differential Privacy using Verifiable Randomization Mechanism2021
- Author(s)
  Fumiyuki Kato, Yang Cao, Masatoshi Yoshikawa
- Organizer
  The IFIP Annual Conference on Data and Applications Security and Privacy
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Neural Learning-to-Rank2021
- Author(s)
  Hai-Tao Yu
- Organizer
  言語処理学会第27回年次大会ワークショップ: クリエイティブAIが会話型AIと出会うとき
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Combining Spiking Neural Network and Artificial Neural Network for Enhanced Image Classification2021
- Author(s)
  Naoya Muramatsu, Hai-Tao Yu
- Organizer
  第13回データ工学と情報マネジメントに関するフォーラム
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Prediction and Generation of Multiple Complex Drawing Figures From Partial Drawing Sequences2021
- Author(s)
  Yusuke Kubono, Xin Kang, Fuji Ren, Shun Nishide
- Organizer
  The IEEE 13th International Conference on Humanoid, Nanotechnology, Information Technology, Communication and Control, Environment, and Management (HNICEM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] Deep Metric Learning Based on Rank-sensitive Optimization of Top-k Precision2020
- Author(s)
  Muramoto Naoki, Hai-Tao Yu
- Organizer
  Proceedings of the 29th ACM International Conference on Information and Knowledge Management (CIKM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215
[Presentation] A rank-biased neural network model for click modeling2019
- Author(s)
  Haitao Yu, Adam Jatowt, Roi Blanco, Joemon Jose, Zhou Ke
- Organizer
  The 2019 Conference on Human Information Interaction & Retrieval (CHIIR)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12784
[Presentation] WassRank: listwise document ranking using optimal transport theory2019
- Author(s)
  Haitao Yu, Adam Jatowt, Hideo Joho, Joemon Jose, Xiao Yang, Long Chen
- Organizer
  The 12th International Conference on Web Search and Data Mining (WSDM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12784
[Presentation] TUA1 at the TREC 2019: Deep Learning Track2019
- Author(s)
  Yun Gao, Hai-Tao Yu, Xin Kang, Fuji Ren
- Organizer
  Proceedings of the 28th Text Retrieval Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H04215

1. Joho Hideo (00571184)

# of Collaborated Projects: 1 results

# of Collaborated Products: 4 results
2. 吉川正俊 (30182736)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
3. 康シン (80777350)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
4. Adam Jatowt (00415861)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 松林麻実子 (10359581)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. JATOWT Adam

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

YU HAITAO 于 海涛

Yu Haitao 于 海涛

Research Projects

Research Products

Co-Researchers

A scalable privacy-preserving information retrieval system based on federated optimization, on-device intelligence and semantic matchingPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Conversationalisation of Search Interaction Based on Verbalisation of Search Intents

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

A Novel Interactive Information Retrieval System Using Deep Neural NetworkPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] TAM-SenticNet: A Neuro-Symbolic AI Approach for Early Depression Detection via Social Media Analysis2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Secure Shapley Value for Cross-Silo Federated Learning2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] An in-depth study on adversarial learning-to-rank2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Combining Spiking Neural Networks with Artificial Neural Networks for Enhanced Image Classification2023

Author(s)

Journal Title

DOI

ISSN

Year and Date

Language

Data Source

[Journal Article] Diagnostic Evaluation of Policy-Gradient-Based Ranking2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Selectively Expanding Queries and Documents for News Background Linking2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Semantic Modelling of Document Focus-Time for Temporal Information Retrieval2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] TKB48 at TREC 2021 Conversational Assistance Track2021

Author(s)

Journal Title

Data Source

[Journal Article] Active learning with complementary sampling for instructing class-biased multi-label text emotion classification2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Revisiting the cluster-based paradigm for implicit search result diversification2018

Author(s)

Journal Title

DOI

Data Source

[Presentation] An In-Depth Comparison of Neural and Probabilistic Tree Models for Learning-to-rank2024

Author(s)

Organizer

Data Source

[Presentation] University of Tsukuba Team at the TREC 2023 Deep Learning Track2023

YU HAITAO 于海涛

Yu Haitao 于海涛