Conferences · eligible papers

KDD

2021–2025 確定版

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Web, Data Mining & Information Retrieval

2021 · 238 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

  1. 2021 · KDD

    Simple Yet Efficient Algorithms for Maximum Inner Product Search via Extreme Order Statistics

    Ninh Pham

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  2. 2021 · KDD

    Simple and Efficient Hard Label Black-box Adversarial Attacks in Low Query Budget Regimes

    Satya Narayan Shukla, Anit Kumar Sahu, Devin Willmott, Zico Kolter

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  3. 2021 · KDD

    Socially-Aware Self-Supervised Tri-Training for Recommendation

    Junliang Yu, Hongzhi Yin, Min Gao, Xin Xia, Xiangliang Zhang, Quoc Viet Hung Nguyen

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  4. 2021 · KDD

    Spatial-Temporal Graph ODE Networks for Traffic Flow Forecasting

    Zheng Fang, Qingqing Long, Guojie Song, Kunqing Xie

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  5. 2021 · KDD

    Spectral Clustering of Attributed Multi-relational Graphs

    Ylli Sadikaj, Yllka Velaj, Sahar Behzadi Soheil, Claudia Plant

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  6. 2021 · KDD

    Statistical models coupling allows for complex localmultivariate time series analysis

    Veronica Tozzo, Federico Ciech, Davide Garbarino, Alessandro Verri

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  7. 2021 · KDD

    Structure-aware Interactive Graph Neural Networks for the Prediction of Protein-Ligand Binding Affinity

    Shuangli Li, Jingbo Zhou, Tong Xu, Liang Huang, Fan Wang, Haoyi Xiong, Weili Huang, Hui Xiong, Dejing Dou

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  8. 2021 · KDD

    Subset Node Representation Learning over Large Dynamic Graphs

    Xingzhi Guo, Baojian Zhou, Steven Skiena

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  9. 2021 · KDD

    Sylvester Tensor Equation for Multi-Way Association

    Boxin Du, Lihui Liu, Hanghang Tong

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  10. 2021 · KDD

    TDGIA: Effective Injection Attacks on Graph Neural Networks

    Xu Zou, Qinkai Zheng, Yuxiao Dong, Xinyu Guan, Evgeny Kharlamov, Jialiang Lu, Jie Tang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  11. 2021 · KDD

    TUTA: Tree-based Transformers for Generally Structured Table Pre-training

    Zhiruo Wang, Haoyu Dong, Ran Jia, Jia Li, Zhiyi Fu, Shi Han, Dongmei Zhang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  12. 2021 · KDD

    Table2Charts: Recommending Charts by Learning Shared Table Representations

    Mengyu Zhou, Qingtao Li, Xinyi He, Yuejiang Li, Yibo Liu, Wei Ji, Shi Han, Yining Chen, Daxin Jiang, Dongmei Zhang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  13. 2021 · KDD

    TabularNet: A Neural Network Architecture for Understanding Semantic Structures of Tabular Data

    Lun Du, Fei Gao, Xu Chen, Ran Jia, Junshan Wang, Jiang Zhang, Shi Han, Dongmei Zhang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  14. 2021 · KDD

    Tail-GNN: Tail-Node Graph Neural Networks

    Zemin Liu, Kien Nguyen, Yuan Fang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  15. 2021 · KDD

    Temporal Biased Streaming Submodular Optimization

    Junzhou Zhao, Pinghui Wang, Chao Deng, Jing Tao

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  16. 2021 · KDD

    Temporal Graph Signal Decomposition

    Maxwell J McNeil, Lin Zhang, Petko Bogdanov

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  17. 2021 · KDD

    The Generalized Mean Densest Subgraph Problem

    Nate Veldt, Austin R Benson, Jon Kleinberg

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  18. 2021 · KDD

    TopNet: Learning from Neural Topic Model to Generate Long Stories

    Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  19. 2021 · KDD

    Topology Distillation for Recommender System

    SeongKu Kang, Junyoung Hwang, Wonbin Kweon, Hwanjo Yu

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  20. 2021 · KDD

    Towards Computing A Near-Maximum Weighted Independent Set on Massive Graphs

    Jiewei Gu, Weiguo Zheng, Yuzheng Cai, Peng Peng

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  21. 2021 · KDD

    Towards Model-Agnostic Post-Hoc Adjustment for Balancing Ranking Fairness and Algorithm Utility

    Sen Cui, Weishen Pan, Changshui Zhang, Fei Wang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  22. 2021 · KDD

    Towards Robust Prediction on Tail Labels

    Tong Wei, Wei-Wei Tu, Yu-Feng Li, Guo-Ping Yang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  23. 2021 · KDD

    Towards a Better Understanding of Linear Models for Recommendation

    Ruoming Jin, Dong Li, Jing Gao, Zhi Liu, Li Chen, Yang Zhou

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  24. 2021 · KDD

    TrajNet: A Trajectory-Based Deep Learning Model for Traffic Prediction

    Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  25. 2021 · KDD

    Triangle-aware Spectral Sparsifiers and Community Detection

    Konstantinos Sotiropoulos, Charalampos Tsourakakis

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  26. 2021 · KDD

    Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems

    Chenwang Wu, Defu Lian, Yong Ge, Zhihao Zhu, Enhong Chen

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  27. 2021 · KDD

    Triplet Attention: Rethinking the similarity in Transformers

    Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  28. 2021 · KDD

    UCPhrase: Unsupervised Context-aware Quality Phrase Tagging

    Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  29. 2021 · KDD

    Uncertainty-Aware Reliable Text Classification

    Yibo Hu, Latifur Khan

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  30. 2021 · KDD

    Understanding and Improving Fairness-Accuracy Trade-offs in Multi-Task Learning

    Yuyan Wang, Xuezhi Wang, Alex Beutel, Flavien Prost, Jilin Chen, Ed H. Chi

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  31. 2021 · KDD

    Unsupervised Graph Alignment with Wasserstein Distance Discriminator

    Ji Gao, Xiao Huang, Jundong Li

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  32. 2021 · KDD

    Uplift Modeling with Generalization Guarantees

    Artem Betlei, Eustache Diemert, Massih-Reza Amini

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  33. 2021 · KDD

    Weakly Supervised Spatial Deep Learning based on Imperfect Training Labels with Location Errors

    Zhe Jiang, Wenchong He, Marcus Kriby, Sultan Asiri, Da Yan

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  34. 2021 · KDD

    What Do You See? Evaluation of Explainable Artificial Intelligence (XAI) Interpretability through Neural Backdoors

    Yi-Shan Lin, Wen-Chuan Lee, Berkay Celik

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  35. 2021 · KDD

    Where are we in embedding spaces? A Comprehensive Analysis on Network Embedding Approaches for Recommender Systems

    Sixiao Zhang, Hongxu Chen, Xiao Ming, Lizhen Cui, Hongzhi Yin, Guandong Xu

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  36. 2021 · KDD

    Why Attentions May Not Be Interpretable?

    Bing Bai, Jian Liang, Guanhua Zhang, Hao Li, Kun Bai, Fei Wang

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  37. 2021 · KDD

    Zero-shot Node Classification with Decomposed Graph Prototype Network

    Zheng Wang, Jialong Wang, Yuchen Guo, Zhiguo Gong

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)

  38. 2021 · KDD

    cM$^2$NE: Contrastive Multi-View Multiplex Network Embedding with Applications to Robust Network Alignment

    Hao Xiong, Junchi Yan, Li Pan

    Web, Data Mining & Information Retrieval

    日本大学: 関与なし(対象大学)