Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, and Masashi Matsuoka

DS-Net: A Dedicated Approach for Collapsed Building Detection from Post-Event Airborne Point Clouds, International Journal of Applied Earth Observation and Geoinformation, Volume 116, Pages 103150, February 2023, ISSN 1569-8432

DOI: https://doi.org/10.1016/j.jag.2022.103150

Sunil Kumar Maurya, Xin Liu, and Tsuyoshi Murata

Feature Selection: Key to Enhance Node Classification with Graph Neural Networks, CAAI Trans 2023, Volume 8, ISSUE 1, Pages 14-28, January 2023, ISSN 2468-2322

DOI: https://doi.org/10.1049/cit2.12166

Haoyi Xiu, Xin Liu, Weimin Wang, Kyoung-Sook Kim, Takayuki Shinohara, Qiong Chang, Masashi Matsuoka

Optimizing Local Feature Representations with Anisotropic Edge Modeling for 3D Point Cloud Understanding, MMM 2023, Volume 13833, Pages 269-281, January 2023, ISBN 978-3-031-27076-5

DOI: https://doi.org/10.1007/978-3-031-27077-2_21

Savong Bou, Toshiyuki Amagasa, Hiroyuki Kitagawa, Salman Ahmed Shaikh, and Akiyoshi Matono

PR-MVI: Efficient Missing Value Imputation over Data Streams by Distance Likelihood, iiWAS 2022, Volume 13635, Pages 338-351, November 2022, ISBN 978-3-031-21047-1

DOI: https://doi.org/10.1007/978-3-031-21047-1_20

Masaya Yamada, Hiroyuki Kitagawa, Salman Ahmed Shaikh, Toshiyuki Amagasa, Akiyoshi Matono

Streaming Augmented Lineage: Traceability of Complex Stream Data Analysis, iiWAS 2022, Volume 13635, Pages 224-236, November 2022, ISBN 978-3-031-21046-4

DOI: https://doi.org/10.1007/978-3-031-21047-1_20

Masaya Yamada, Hiroyuki Kitagawa, Toshiyuki Amagasa, Akiyoshi Matono

Augmented lineage: traceability of data analysis including complex UDF processing, The VLDB Journal, October 2022, ISSN 0949-877X

DOI: https://doi.org/10.1007/s00778-022-00769-7

Sunil Kumar Maurya, Xin Liu, and Tsuyoshi Murata

Not All Neighbors are Friendly: Learning to Choose Hop Features to Improve Node Classification, CIKM 2022, Pages 4334-4338, October 2022, ISBN 9781450392365

DOI: https://doi.org/10.1145/3511808.3557543

Ruidong Jin, Xin Liu, and Tsuyoshi Murata

Predicting Potential Real-time Donations in YouTube Live Streaming Services via Continuous-Time Dynamic Graph, DS 2022, Volume 13601, Pages 59-73, Oct 2022, ISSN 978-3-031-18839-8

DOI: https://doi.org/10.1007/978-3-031-18840-4_5

YIJUN DUAN, Xin Liu, Adam Jatowt, Hai-Tao Yu, Steven Lynden, Kyoung-Sook Kim, and Akiyoshi Matono

Anonymity Can Help Minority: A Novel Synthetic Data Over-sampling Strategy on Multi-label Graphs, ECML PKDD 2022, Volume 13714, Number 14, Pages 20-36, Sep 2022, ISSN 978-3-031-26390-3

DOI: https://doi.org/10.1007/978-3-031-26390-3_2

Zarina Rakhimberdina, Xin Liu, and Tsuyoshi Murata

Strengthening Robustness under Adversarial Attacks Using Brain Visual Codes, IEEE Access, Volume. 10, Pages. 96149-96158, Sep 2022, ISSN 2169-3536

DOI: https://doi.org/10.1109/ACCESS.2022.3204995