知识花园 (Knowledge Garden)

The Knowledge Mining team $\sqsubseteq$ The Websoft research group

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Table of Contents

Publications

Marks: $^\star$Corresponding authors; $^\dagger$Equal contributors; $^\triangle$Outside collaborators

2022

  1. Jiacheng Huang, Wei Hu$^\star$, Zhifeng Bao$^\triangle$, Qijin Chen$^\triangle$, Yuzhong Qu.
    Deep entity matching with adversarial active learning.
    The VLDB Journal, 2022. Springer
  2. Wei Cheng, Xiangrong Zhu, Wei Hu$^\star$.
    Conflict-aware inference of Python compatible runtime environments with domain knowledge graph.
    In: ICSE, 2022. arXiv GitHub
  3. Jiacheng Huang, Yao Zhao, Wei Hu$^\star$, Zhen Ning$^\triangle$, Qijin Chen$^\triangle$, Xiaoxia Qiu$^\triangle$, Chengfu Huo$^\triangle$, Weijun Ren$^\triangle$.
    Trustworthy knowledge graph completion based on multi-sourced noisy data.
    In: TheWebConf (WWW), 956–965, 2022. arXiv GitHub
  4. Xiangrong Zhu, Honghu Wu, Wei Hu$^\star$.
    FactChain: A blockchain-based crowdsourcing knowledge fusion system.
    Ruan Jian Xue Bao, 2022.
  5. Jiwei Ding, Wei Hu$^\star$, Xin Yu, Yuzhong Qu$^\star$.
    An empirical study of representing adjectives over knowledge bases: Approach, lexicon and application.
    Journal of Web Semantics, 72:100681, 2022. Elsevier
  6. Yao Zhao, Jiacheng Huang, Wei Hu$^\star$, Qijin Chen$^\triangle$, Xiaoxia Qiu$^\triangle$, Chengfu Huo$^\triangle$, Weijun Ren$^\triangle$.
    Implicit relation linking for question answering over knowledge graph.
    In: Findings of ACL, 2022.
  7. Lingbing Guo$^\triangle$, Zequn Sun, Mingyang Chen$^\triangle$, Wei Hu, Qiang Zhang$^\triangle$, Huajun Chen$^\triangle$.
    Understanding and improving knowledge graph embedding for entity alignment.
    In: ICML, 2022
  8. Kexuan Xin$^\triangle$, Zequn Sun, Wen Hua$^{\triangle,\star}$, Bing Liu$^\triangle$, Wei Hu, Jianfeng Qu$^{\triangle,\star}$, Xiaofang Zhou$^\triangle$.
    Ensemble semi-supervised entity alignment via cycle-teaching.
    In: AAAI, 2022.
  9. Kexuan Xin$^\triangle$, Zequn Sun, Wen Hua$^{\triangle,\star}$, Wei Hu$^\star$, Xiaofang Zhou$^\triangle$.
    Informed multi-context entity alignment.
    In: WSDM, 2022.

2021

  1. Zequn Sun, Muhao Chen$^\triangle$, Wei Hu.
    Knowing the no-match: Entity alignment with dangling cases.
    In: ACL-IJCNLP, 3582–3593, 2021. arXiv GitHub
  2. Kailong Hao, Botao Yu, Wei Hu$^\star$.
    Knowing false negatives: An adversarial training method for distantly supervised relation extraction.
    In: EMNLP, 9661–9672, 2021. arXiv GitHub
  3. Guangyao Li, Zequn Sun, Lei Qian$^\triangle$, Qiang Guo$^\triangle$, Wei Hu$^\star$.
    Rule-based data augmentation for knowledge graph embedding.
    AI Open, 2:186–196, 2021. Elsevier
  4. Jidong Ge$^\triangle$, Yunyun Huang$^\triangle$, Xiaoyu Shen$^\triangle$, Chuanyi Li$^{\triangle,\star}$, Wei Hu.
    Learning fine-grained fact-article correspondence in legal cases.
    IEEE/ACM Transactions on Audio, Speech, and Language Processing, 29:3694–3706, 2021. IEEE

2020

  1. Zequn Sun, Qingheng Zhang, Wei Hu$^\star$, Chengming Wang, Muhao Chen$^\triangle$, Farahnaz Akrami$^\triangle$, Chengkai Li$^\triangle$.
    A benchmarking study of embedding-based entity alignment for knowledge graphs.
    In: PVLDB, 13(11):2326–2340, 2020. arXiv PVLDB GitHub
  2. Ermei Cao$^\dagger$, Difeng Wang$^\dagger$, Jiacheng Huang, Wei Hu$^\star$.
    Open knowledge enrichment for long-tail entities.
    In: TheWebConf (WWW), 384–394, 2020. arXiv GitHub
  3. Jiacheng Huang, Wei Hu$^\star$, Zhifeng Bao$^\triangle$, Yuzhong Qu.
    Crowdsourced collective entity resolution with relational match propagation.
    In: ICDE, 37–48, 2020. arXiv GitHub
  4. Zequn Sun$^\dagger$, Chengming Wang$^\dagger$, Wei Hu$^\star$, Muhao Chen$^\triangle$, Jian Dai$^\triangle$, Wei Zhang$^\triangle$, Yuzhong Qu.
    Knowledge graph alignment network with gated multi-hop neighborhood aggregation.
    In: AAAI, 222–229, 2020. arXiv GitHub poster
  5. Difeng Wang, Wei Hu$^\star$, Ermei Cao, Weijian Sun$^\triangle$.
    Global-to-local neural networks for document-level relation extraction.
    In: EMNLP, 3711–3721, 2020. arXiv GitHub
  6. Zequn Sun, Muhao Chen$^\triangle$, Wei Hu, Chengming Wang, Jian Dai$^\triangle$, Wei Zhang$^\triangle$.
    Knowledge association with hyperbolic knowledge graph embeddings.
    In: EMNLP, 5704–5716, 2020. arXiv GitHub
  7. Xinze Lyu, Guangyao Li, Jiacheng Huang, Wei Hu$^\star$.
    Rule-guided graph neural networks for recommender systems.
    In: ISWC, 384–401, 2020. arXiv GitHub
  8. Shengguang Qiu, Botao Yu, Lei Qian$^\triangle$, Qiang Guo$^\triangle$, Wei Hu$^\star$.
    Joint reasoning of events, participants and locations for plot relation recognition.
    In: APWeb-WAIM, 700–715, 2020.
  9. Farahnaz Akrami$^\triangle$, Mohammed Samiul Saeef$^\triangle$, Qingheng Zhang, Wei Hu, Chengkai Li$^\triangle$.
    Realistic re-evaluation of knowledge graph completion methods: An experimental study.
    In: SIGMOD, 1995–2010, 2020. arXiv GitHub

2019

  1. Lingbing Guo, Zequn Sun, Wei Hu$^\star$.
    Learning to exploit long-term relational dependencies in knowledge graphs.
    In: ICML, 2505–2514, 2019. arXiv GitHub poster
  2. Qingheng Zhang$^\dagger$, Zequn Sun$^\dagger$, Wei Hu$^\star$, Muhao Chen$^\triangle$, Lingbing Guo, Yuzhong Qu.
    Multi-view knowledge graph embedding for entity alignment.
    In: IJCAI, 5429–5435, 2019. arXiv GitHub poster
  3. Jiwei Ding, Wei Hu$^\star$, Qixin Xu, Yuzhong Qu$^\star$.
    Leveraging frequent query substructures to generate formal queries for complex question answering.
    In: EMNLP-IJCNLP, 2614–2622, 2019. arXiv poster
  4. Jiwei Ding, Wei Hu$^\star$, Qixin Xu, Yuzhong Qu$^\star$.
    Mapping factoid adjective constraints to existential restrictions over knowledge bases.
    In: ISWC, 164–181, 2019. website
  5. Zequn Sun, Jiacheng Huang, Wei Hu$^\star$, Muhao Chen$^\triangle$, Lingbing Guo, Yuzhong Qu.
    TransEdge: Translating relation-contextualized embeddings for knowledge graphs.
    In: ISWC, 612–629, 2019. GitHub
  6. Amrapali Zaveri$^\triangle$, Wei Hu, Michel Dumontier$^\triangle$.
    MetaCrowd: Crowdsourcing biomedical metadata quality assessment.
    Human Computation, 6(1):98–112, 2019.

2018

  1. Jiacheng Huang, Wei Hu$^\star$, Haoxuan Li, Yuzhong Qu.
    Automated comparative table generation for facilitating human intervention in multi-entity resolution.
    In: SIGIR, 585–594, 2018.
  2. Zequn Sun, Wei Hu$^\star$, Qingheng Zhang, Yuzhong Qu.
    Bootstrapping entity alignment with knowledge graph embedding.
    In: IJCAI-ECAI, 4396–4402, 2018. GitHub
  3. Saisai Gong, Wei Hu$^\star$, Weiyi Ge$^\triangle$, Yuzhong Qu.
    Modeling topic-based human expertise for crowd entity resolution.
    Journal of Computer Science and Technology, 33(6):1204–1218, 2018.
  4. Jiwei Ding, Yuan Wang, Wei Hu, Linfeng Shi, Yuzhong Qu$^\star$.
    Answering multiple-choice questions in geographical Gaokao with a concept graph.
    In: ESWC, 161–176, 2018.
  5. Saisai Gong, Wei Hu, Haoxuan Li, Yuzhong Qu.
    Property clustering in linked data: An empirical study and its application to entity browsing.
    International Journal on Semantic Web and Information Systems, 14(1):31–70, 2018.
en/team/publications.txt · Last modified: 2022/05/15 16:03 by whu