• SIGIR2022

    the Association for Computing Machinery’s Special Interest Group on Information Retrieval. SIGIR is the Association for Computing Machinery’s Special Interest Group on Information Retrieval. Since 1963, we have promoted research, development and education in the area of search and other information access technologies. ...

    Madrid, Spain, July 11th to 15th, 2022

    摘要截止日期: January 21, 2022

    正文截止日期: January 28, 2022

  • WSDM2023

    ACM International Conference on Web Search and Data Mining. WSDM is a highly selective conference that includes invited talks, as well as refereed full papers. WSDM publishes original, high-quality papers related to search and data mining on the Web and the Social Web, with an emphasis on practical yet principled novel models of search and data mining, algor ...

    TBD,

    摘要截止日期: TBD

    正文截止日期:

  • IJCAI2022

    The International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence is a non-profit corporation founded in California, in 1969 for scientific and educational purposes, including dissemination of information on Artificial Intelligence at conferences in which cutting-edge scientific results are presented and t ...

    Austria, July 23-29, 2022

    摘要截止日期: January 7, 2022

    正文截止日期: January 14, 2022

  • IEEE ICDM2022

    IEEE International Conference on Data Mining. The IEEE International Conference on Data Mining (ICDM) has established itself as the world’s premier research conference in data mining. It provides an international forum for presentation of original research results, as well as exchange and dissemination of innovative and practical development ex ...

    Orlando, FL, USA, Nov. 30-Dec. 3, 2022

    摘要截止日期: June, 2022

    正文截止日期: June, 2022

  • CIKM2022

    ACM International Conference on Information and Knowledge Management. The ACM International Conference on Information and Knowledge Management (CIKM), currently sponsored by ACM SIGIR (since 1993) and ACM SIGWEB (since 2006), is a top-tier ACM conference in the areas of information retrieval, knowledge management and databases. Since 1992, it has successfully brought ...

    ATLANTA, Georgia, October 17-22, 2022

    摘要截止日期: TBD

    正文截止日期: TBD


SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS 2019-12-05 15:54:05
We present a scalable approach for semi-supervised learning on graph-structured data that is based on an efficient variant of convolutional neural networks which operate directly on graphs. We motivate the choice of our convolutional architecture via a localized first-order approximation of spectral... || GCN; 图卷积简化过程; || Thomas N. Kipf; Max Welling...

Adversarial Substructured Representation Learning for Mobile User Profiling 2019-12-03 19:55:49
Mobile user profiles are a summary of characteristics of user-specific mobile activities. Mobile user profiling is to extract a user’s interest and behavioral patterns from mobile behavioral data. While some efforts have been made for mobile user profiling, existing methods can be improved via repre... || Mobile User Profiling, Substructure, Representation Learning; 生成对抗网络;; || Yanjie Fu; Hui Xiong...

The Future of Human-AI Collaboration: A Taxonomy of Design Knowledge for Hybrid Intelligence Systems 2019-12-02 11:32:36
Recent technological advances, especially in the field of machine learning, provide astonishing progress on the road towards artificial general intelligence. However, tasks in current real-world business applications cannot yet be solved by machines alone. We, therefore, identify the need for develo... ...

Identifying Challenges and Opportunities in Human–AI Collaboration in Healthcare 2019-12-02 10:14:39
The proposed workshop will identify research questions that will enable the field to uncover the types of work, labor relations, and social impacts that should be considered when designing AIbased healthcare technology. The workshop aims to outline key challenges, guidelines, and future agendas for ... || CSCW; Healthcare...

Hydra: A Personalized and Context-Aware Multi-Modal Transportation Recommendation System 2019-11-29 10:57:55
Transportation recommendation is one important map service in navigation applications. Previous transportation recommendation solutions fail to deliver satisfactory user experience because their recommendations only consider routes in one transportation mode (uni-modal, e.g., taxi, bus, cycle) and l... || Transportation recommendation; context-aware; personalized; feature engineering; deployment; POI 特征工程; || Hao Liu; Hui Xiong...

Co-Prediction of Multiple Transportation Demands Based on Deep Spatio-Temporal Neural Network 2019-11-28 09:39:11
Taxi and sharing bike bring great convenience to urban transportation. A lot of efforts have been made to improve the efficiency of taxi service or bike sharing system by predicting the next-period pick-up or drop-off demand. Different from the existing research, this paper is motivated by the follo... || Demand Prediction, Spatio-Temporal Analysis, Sharing Economy, Deep Neural Network; || Junchen Ye; Hui Xiong...

A Collaborative Learning Framework to Tag Refinement for Points of Interest 2019-11-22 21:17:09
Tags of a Point of Interest (POI) can facilitate location-based services from many aspects like location search and place recommendation. However, many POI tags are often incomplete or imprecise, which may lead to performance degradation of tag-dependent applications. In this paper, we study the POI... || Tag refinement ; || Jingbo Zhou; Hui Xiong...