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@inproceedings{DBLP:conf/sdm/00010H22,
author = {Qi Qian and
Hao Li and
Juhua Hu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Improved Knowledge Distillation via Full Kernel Matrix Transfer},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {612--620},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.69},
doi = {10.1137/1.9781611977172.69},
timestamp = {Sat, 30 Sep 2023 09:55:58 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00010H22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001LL0LS0T22,
author = {Yiqi Wang and
Chaozhuo Li and
Mingzheng Li and
Wei Jin and
Yuming Liu and
Hao Sun and
Xing Xie and
Jiliang Tang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Localized Graph Collaborative Filtering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {540--548},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.61},
doi = {10.1137/1.9781611977172.61},
timestamp = {Wed, 14 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/0001LL0LS0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001LPT22,
author = {Zhao Kang and
Zhanyu Liu and
Shirui Pan and
Ling Tian},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Fine-grained Attributed Graph Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {370--378},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.42},
doi = {10.1137/1.9781611977172.42},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0001LPT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0001XCY0W22,
author = {Yanqiao Zhu and
Yichen Xu and
Hejie Cui and
Carl Yang and
Qiang Liu and
Shu Wu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Structure-Enhanced Heterogeneous Graph Contrastive Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {82--90},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.10},
doi = {10.1137/1.9781611977172.10},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/0001XCY0W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0002QYZ22,
author = {Yiming Zhang and
Yiyue Qian and
Yanfang Ye and
Chuxu Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adapting Distilled Knowledge for Few-shot Relation Reasoning over
Knowledge Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {666--674},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.75},
doi = {10.1137/1.9781611977172.75},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0002QYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0006TL0T22,
author = {Wentao Wang and
Joseph Thekinen and
Xiaorui Liu and
Zitao Liu and
Jiliang Tang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning from Imbalanced Crowdsourced Labeled Data},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {594--602},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.67},
doi = {10.1137/1.9781611977172.67},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0006TL0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0007T22,
author = {Shweta Jain and
Hanghang Tong},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{YACC:} {A} Framework Generalizing Tur{\'{a}}nShadow for Counting
Large Cliques},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {684--692},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.77},
doi = {10.1137/1.9781611977172.77},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0007T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00080ZF22,
author = {Pengfei Wang and
Kunpeng Liu and
Yuanchun Zhou and
Yanjie Fu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Unifying Human Mobility Forecasting and Trajectory Semantics Augmentation
via Hawkes Process Based {LSTM}},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {711--719},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.80},
doi = {10.1137/1.9781611977172.80},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00080ZF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/00120LTC22,
author = {Shuang Zhou and
Xiao Huang and
Ninghao Liu and
Qiaoyu Tan and
Fu{-}Lai Chung},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Unseen Anomaly Detection on Networks via Multi-Hypersphere Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {262--270},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.30},
doi = {10.1137/1.9781611977172.30},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/00120LTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0022W022,
author = {Chang Liu and
Lichen Wang and
Yun Fu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Meta Adversarial Weight for Unsupervised Domain Adaptation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {10--18},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.2},
doi = {10.1137/1.9781611977172.2},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0022W022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0074PL022,
author = {Li Zhang and
Nital Patel and
Xiuqi Li and
Jessica Lin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Joint Time Series Chain: Detecting Unusual Evolving Trend across Time
Series},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {208--216},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.24},
doi = {10.1137/1.9781611977172.24},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0074PL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AmburgVB22,
author = {Ilya Amburg and
Nate Veldt and
Austin R. Benson},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Diverse and Experienced Group Discovery via Hypergraph Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {145--153},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.17},
doi = {10.1137/1.9781611977172.17},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AmburgVB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AnVZSL22,
author = {Bang An and
Amin Vahedian and
Xun Zhou and
W. Nick Street and
Yanhua Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {HintNet: Hierarchical Knowledge Transfer Networks for Traffic Accident
Forecasting on Heterogeneous Spatio-Temporal Data},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {334--342},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.38},
doi = {10.1137/1.9781611977172.38},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AnVZSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BaiTW0Y022,
author = {Yue Bai and
Zhiqiang Tao and
Lichen Wang and
Sheng Li and
Yu Yin and
Yun Fu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Collaborative Attention Mechanism for Multi-Modal Time Series Classification},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {495--503},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.56},
doi = {10.1137/1.9781611977172.56},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/BaiTW0Y022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/CaiSSZH022,
author = {Derun Cai and
Chenxi Sun and
Moxian Song and
Baofeng Zhang and
Shenda Hong and
Hongyan Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Hypergraph Contrastive Learning for Electronic Health Records},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {127--135},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.15},
doi = {10.1137/1.9781611977172.15},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/CaiSSZH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenBG0T22,
author = {Tianyi Chen and
Francesco Bonchi and
David Garc{\'{\i}}a{-}Soriano and
Atsushi Miyauchi and
Charalampos E. Tsourakakis},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Dense and well-connected subgraph detection in dual networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {361--369},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.41},
doi = {10.1137/1.9781611977172.41},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChenBG0T22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChenLW22,
author = {Lingwei Chen and
Xiaoting Li and
Dinghao Wu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adversarially Reprogramming Pretrained Neural Networks for Data-limited
and Cost-efficient Malware Detection},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {693--701},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.78},
doi = {10.1137/1.9781611977172.78},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChenLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChooS22,
author = {Hyunjin Choo and
Kijung Shin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {On the Persistence of Higher-Order Interactions in Real-World Hypergraphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {163--171},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.19},
doi = {10.1137/1.9781611977172.19},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChooS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChouHSCS022,
author = {Yen{-}hsiu Chou and
Shenda Hong and
Chenxi Sun and
Derun Cai and
Moxian Song and
Hongyan Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{GRP-FED:} Addressing Client Imbalance in Federated Learning via Global-Regularized
Personalization},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {451--458},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.51},
doi = {10.1137/1.9781611977172.51},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ChouHSCS022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ChuR022,
author = {Zhixuan Chu and
Stephen L. Rathbun and
Sheng Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning Infomax and Domain-Independent Representations for Causal
Effect Inference with Real-World Data},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {433--441},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.49},
doi = {10.1137/1.9781611977172.49},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ChuR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DengHDLM22,
author = {Grace Deng and
Cuize Han and
Tommaso Dreossi and
Clarence Lee and
David S. Matteson},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{IB-GAN:} {A} Unified Approach for Multivariate Time Series Classification
under Class Imbalance},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {217--225},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.25},
doi = {10.1137/1.9781611977172.25},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/DengHDLM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/DingZZLT022,
author = {Yongliang Ding and
Tao Zhou and
Chuang Zhang and
Yijing Luo and
Juan Tang and
Chen Gong},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Multi-class Label Noise Learning via Loss Decomposition and Centroid
Estimation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {253--261},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.29},
doi = {10.1137/1.9781611977172.29},
timestamp = {Thu, 15 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/DingZZLT022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Du0S022,
author = {Yuanqi Du and
Xiaojie Guo and
Amarda Shehu and
Liang Zhao},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Interpretable Molecular Graph Generation via Monotonic Constraints},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {73--81},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.9},
doi = {10.1137/1.9781611977172.9},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Du0S022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/EnnajariBB22,
author = {Hafsa Ennajari and
Nizar Bouguila and
Jamal Bentahar},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Knowledge-enhanced Spherical Representation Learning for Text Classification},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {639--647},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.72},
doi = {10.1137/1.9781611977172.72},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/EnnajariBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FanJZY22,
author = {Yujie Fan and
Mingxuan Ju and
Chuxu Zhang and
Yanfang Ye},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Heterogeneous Temporal Graph Neural Network},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {657--665},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.74},
doi = {10.1137/1.9781611977172.74},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FanJZY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/FergusonM22,
author = {Daniel Ferguson and
Fran{\c{c}}ois G. Meyer},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Computation of the Sample Fr{\'{e}}chet Mean for Sets of Large
Graphs with Applications to Regression},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {379--387},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.43},
doi = {10.1137/1.9781611977172.43},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/FergusonM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GerychHBACMRA22,
author = {Walter Gerych and
Thomas Hartvigsen and
Luke Buquicchio and
Abdulaziz Alajaji and
Kavin Chandrasekaran and
Hamid Mansoor and
Elke A. Rundensteiner and
Emmanuel Agu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Positive Unlabeled Learning with a Sequential Selection Bias},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {19--27},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.3},
doi = {10.1137/1.9781611977172.3},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/GerychHBACMRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Gu0022,
author = {Wen Gu and
Teng Zhang and
Hai Jin},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Entropy Weight Allocation: Positive-unlabeled Learning via Optimal
Transport},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {37--45},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.5},
doi = {10.1137/1.9781611977172.5},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Gu0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/GuptaLCA22,
author = {Vishu Gupta and
Wei{-}keng Liao and
Alok N. Choudhary and
Ankit Agrawal},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {BRNet: Branched Residual Network for Fast and Accurate Predictive
Modeling of Materials Properties},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {343--351},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.39},
doi = {10.1137/1.9781611977172.39},
timestamp = {Mon, 07 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/GuptaLCA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HanCGMM022,
author = {Xiaolin Han and
Reynold Cheng and
Tobias Grubenmann and
Silviu Maniu and
Chenhao Ma and
Xiaodong Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Leveraging Contextual Graphs for Stochastic Weight Completion in Sparse
Road Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {64--72},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.8},
doi = {10.1137/1.9781611977172.8},
timestamp = {Wed, 19 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HanCGMM022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeRWC22,
author = {Yixuan He and
Gesine Reinert and
Songchao Wang and
Mihai Cucuringu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{SSSNET:} Semi-Supervised Signed Network Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {244--252},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.28},
doi = {10.1137/1.9781611977172.28},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeRWC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HouHZ00W22,
author = {Yupeng Hou and
Binbin Hu and
Wayne Xin Zhao and
Zhiqiang Zhang and
Jun Zhou and
Ji{-}Rong Wen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Neural Graph Matching for Pre-training Graph Neural Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {172--180},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.20},
doi = {10.1137/1.9781611977172.20},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HouHZ00W22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/IacobCM22,
author = {Alexandra Iacob and
Bogdan Cautis and
Silviu Maniu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Contextual Bandits for Advertising Campaigns: {A} Diffusion-Model
Independent Approach},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {513--521},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.58},
doi = {10.1137/1.9781611977172.58},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/IacobCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ItoF22,
author = {Hiroyoshi Ito and
Christos Faloutsos},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {DualCast: Friendship-Preference Co-evolution Forecasting for Attributed
Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {46--54},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.6},
doi = {10.1137/1.9781611977172.6},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ItoF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiaCXYAO022,
author = {Xiaowei Jia and
Shengyu Chen and
Yiqun Xie and
Haoyu Yang and
Alison P. Appling and
Samantha Oliver and
Zhe Jiang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Modeling Reservoir Release Using Pseudo-Prospective Learning and Physical
Simulations to Predict Water Temperature},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {91--99},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.11},
doi = {10.1137/1.9781611977172.11},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiaCXYAO022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/JiangZWZ22,
author = {Wenming Jiang and
Ying Zhao and
Yihan Wu and
Haojia Zuo},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Capturing Model Uncertainty with Data Augmentation in Deep Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {271--279},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.31},
doi = {10.1137/1.9781611977172.31},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/JiangZWZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KosmanKS22,
author = {Eitan Kosman and
Ilya Kolchinsky and
Assaf Schuster},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Mining Logical Arithmetic Expressions From Proper Representations},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {621--629},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.70},
doi = {10.1137/1.9781611977172.70},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/KosmanKS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/KulkarniSME022,
author = {Adithya Kulkarni and
Nasim Sabetpour and
Alexey Markin and
Oliver Eulenstein and
Qi Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{CPTAM:} Constituency Parse Tree Aggregation Method},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {630--638},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.71},
doi = {10.1137/1.9781611977172.71},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/KulkarniSME022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LeiberMPB22,
author = {Collin Leiber and
Dominik Mautz and
Claudia Plant and
Christian B{\"{o}}hm},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Automatic Parameter Selection for Non-Redundant Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {226--234},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.26},
doi = {10.1137/1.9781611977172.26},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LeiberMPB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiW22,
author = {Xiangyu Li and
Hua Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Adaptive Principal Component Analysis},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {486--494},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.55},
doi = {10.1137/1.9781611977172.55},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuJ22,
author = {Meng Liu and
Shuiwang Ji},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Neighbor2Seq: Deep Learning on Massive Graphs by Transforming Neighbors
to Sequences},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {55--63},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.7},
doi = {10.1137/1.9781611977172.7},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LiuY022,
author = {Haoliang Liu and
Tan Yu and
Ping Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Sensitivity-aware Distance Measurement for Boosting Metric Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {576--584},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.65},
doi = {10.1137/1.9781611977172.65},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LiuY022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuFR22,
author = {Fred Lu and
Francis Ferraro and
Edward Raff},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Continuously Generalized Ordinal Regression for Linear and Deep Models},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {28--36},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.4},
doi = {10.1137/1.9781611977172.4},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuFR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuoLYDW22,
author = {Wei{-}Lun Luo and
Yu{-}Ming Lu and
Jheng{-}Hong Yang and
Jin{-}Chuan Duan and
Chuan{-}Ju Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Multiperiod Corporate Default Prediction Through Neural Parametric
Family Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {316--324},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.36},
doi = {10.1137/1.9781611977172.36},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/LuoLYDW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MandlechaCKK22,
author = {Pratik Mandlecha and
Snehith Kumar Chatakonda and
Neeraj Kollepara and
Pawan Kumar},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Hybrid Tokenization and Datasets for Solving Mathematics and Science
Problems Using Transformers},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {289--297},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.33},
doi = {10.1137/1.9781611977172.33},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/MandlechaCKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MarxF22,
author = {Alexander Marx and
Jonas Fischer},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Estimating Mutual Information via Geodesic \emph{k}NN},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {415--423},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.47},
doi = {10.1137/1.9781611977172.47},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MarxF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Matsuda00O22,
author = {Koji Matsuda and
Yuya Sasaki and
Chuan Xiao and
Makoto Onizuka},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {FedMe: Federated Learning via Model Exchange},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {459--467},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.52},
doi = {10.1137/1.9781611977172.52},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Matsuda00O22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/McNeilMB22,
author = {Maxwell McNeil and
Boya Ma and
Petko Bogdanov},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{SAGA:} Signal-Aware Graph Aggregation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {136--144},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.16},
doi = {10.1137/1.9781611977172.16},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/McNeilMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MengJFLLC22,
author = {Guangyu Meng and
Qisheng Jiang and
Kaiqun Fu and
Beiyu Lin and
Chang{-}Tien Lu and
Zhqian Chen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Early Forecasting of the Impact of Traffic Accidents Using a Single
Shot Observation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {100--108},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.12},
doi = {10.1137/1.9781611977172.12},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MengJFLLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/MukherjeeGB22,
author = {Shrimon Mukherjee and
Madhusudan Ghosh and
Partha Basuchowdhuri},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {DeepGLSTM: Deep Graph Convolutional Network and {LSTM} based approach
for predicting drug-target binding affinity},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {729--737},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.82},
doi = {10.1137/1.9781611977172.82},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/MukherjeeGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Ng0FLC022,
author = {Ignavier Ng and
Shengyu Zhu and
Zhuangyan Fang and
Haoyang Li and
Zhitang Chen and
Jun Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Masked Gradient-Based Causal Structure Learning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {424--432},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.48},
doi = {10.1137/1.9781611977172.48},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Ng0FLC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/NiXHPC022,
author = {Xuelian Ni and
Fei Xiong and
Yutian Hu and
Shirui Pan and
Hongshu Chen and
Liang Wang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Cyclic Transfer Learning for Recommender Systems with Heterogeneous
Feedbacks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {567--575},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.64},
doi = {10.1137/1.9781611977172.64},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/NiXHPC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/OehmckeG22,
author = {Stefan Oehmcke and
Fabian Gieseke},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Input Selection for Bandwidth-Limited Neural Network Inference},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {280--288},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.32},
doi = {10.1137/1.9781611977172.32},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/OehmckeG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PannatierPF22,
author = {Arnaud Pannatier and
Ricardo Picatoste and
Fran{\c{c}}ois Fleuret},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Efficient Wind Speed Nowcasting with GPU-Accelerated Nearest Neighbors
Algorithm},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {325--333},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.37},
doi = {10.1137/1.9781611977172.37},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PannatierPF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Pham0022,
author = {Thai{-}Hoang Pham and
Lei Xie and
Ping Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{FAME:} Fragment-based Conditional Molecular Generation for Phenotypic
Drug Discovery},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {720--728},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.81},
doi = {10.1137/1.9781611977172.81},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/Pham0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PhanLN22,
author = {Dzung T. Phan and
Hongsheng Liu and
Lam M. Nguyen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {StepDIRECT - {A} Derivative-Free Optimization Method for Stepwise
Functions},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {477--485},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.54},
doi = {10.1137/1.9781611977172.54},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PhanLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/PoursafaeiZR22,
author = {Farimah Poursafaei and
Zeljko Zilic and
Reihaneh Rabbany},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {A Strong Node Classification Baseline for Temporal Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {648--656},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.73},
doi = {10.1137/1.9781611977172.73},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/PoursafaeiZR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/RoychoudhuryZO22,
author = {Shoumik Roychoudhury and
Fang Zhou and
Zoran Obradovic},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Leveraging Dependencies among Learned Temporal Subsequences},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {504--512},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.57},
doi = {10.1137/1.9781611977172.57},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/RoychoudhuryZO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Sato22,
author = {Ryoma Sato},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Private Recommender Systems: How Can Users Build Their Own Fair Recommender
Systems without Log Data?},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {549--557},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.62},
doi = {10.1137/1.9781611977172.62},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Sato22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchierRR22,
author = {Maximilian Schier and
Christoph Reinders and
Bodo Rosenhahn},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Constrained Mean Shift Clustering},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {235--243},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.27},
doi = {10.1137/1.9781611977172.27},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SchierRR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SchoutenDP22,
author = {Rianne Margaretha Schouten and
Wouter Duivesteijn and
Mykola Pechenizkiy},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Exceptional Model Mining for Repeated Cross-Sectional Data {(EMM-RCS)}},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {585--593},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.66},
doi = {10.1137/1.9781611977172.66},
timestamp = {Wed, 09 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SchoutenDP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/StolmanL0S22,
author = {Andrew Stolman and
Caleb Levy and
C. Seshadhri and
Aneesh Sharma},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Classic Graph Structural Features Outperform Factorization-Based Graph
Embedding Methods on Community Labeling},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {388--396},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.44},
doi = {10.1137/1.9781611977172.44},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/StolmanL0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunLCCDTZM22,
author = {Caiqi Sun and
Penghao Lu and
Lei Cheng and
Zhenfu Cao and
Xiaolei Dong and
Yili Tang and
Jun Zhou and
Linjian Mo},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Multi-interest Sequence Modeling for Recommendation with Causal Embedding},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {406--414},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.46},
doi = {10.1137/1.9781611977172.46},
timestamp = {Tue, 14 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SunLCCDTZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SunLZ22,
author = {Hao Sun and
Yuntao Li and
Yan Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {ConLearn: Contextual-knowledge-aware Concept Prerequisite Relation
Learning with Graph Neural Network},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {118--126},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.14},
doi = {10.1137/1.9781611977172.14},
timestamp = {Tue, 13 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SunLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TayalJGWR022,
author = {Kshitij Tayal and
Xiaowei Jia and
Rahul Ghosh and
Jared Willard and
Jordan S. Read and
Vipin Kumar},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Invertibility aware Integration of Static and Time-series data: An
application to Lake Temperature Modeling},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {702--710},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.79},
doi = {10.1137/1.9781611977172.79},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/TayalJGWR022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangMTZ022,
author = {Tianqi Wang and
Fenglong Ma and
Tang Tang and
Longfei Zhang and
Jing Gao},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Textbook Enhanced Student Learning Outcome Prediction},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {352--360},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.40},
doi = {10.1137/1.9781611977172.40},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangMTZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WangS22,
author = {Zhikai Wang and
Yanyan Shen},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Time-aware Multi-interest Capsule Network for Sequential Recommendation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {558--566},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.63},
doi = {10.1137/1.9781611977172.63},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WangS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/WeiLZM22,
author = {Jiahui Wei and
Zhixin Li and
Jianwei Zhu and
Huifang Ma},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Flexible Image Captioning via Internal Understanding and External
Reasoning},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {307--315},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.35},
doi = {10.1137/1.9781611977172.35},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/WeiLZM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YamaguchiUK22,
author = {Akihiro Yamaguchi and
Ken Ueno and
Hisashi Kashima},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Learning Time-series Shapelets Enhancing Discriminability},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {190--198},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.22},
doi = {10.1137/1.9781611977172.22},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YamaguchiUK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Yeh0WCZ0K22,
author = {Chin{-}Chia Michael Yeh and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Zhongfang Zhuang and
Wei Zhang and
Eamonn J. Keogh},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Error-bounded Approximate Time Series Joins using Compact Dictionary
Representations of Time Series},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {181--189},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.21},
doi = {10.1137/1.9781611977172.21},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Yeh0WCZ0K22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/YooS22,
author = {Jaemin Yoo and
Lee Sael},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Transition Matrix Representation of Trees with Transposed Convolutions},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {154--162},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.18},
doi = {10.1137/1.9781611977172.18},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/YooS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaLZH22,
author = {Daochen Zha and
Kwei{-}Herng Lai and
Kaixiong Zhou and
Xia Hu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Towards Similarity-Aware Time-Series Classification},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {199--207},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.23},
doi = {10.1137/1.9781611977172.23},
timestamp = {Tue, 30 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaLZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangSZ022,
author = {Yue Zhang and
Mingming Sun and
Jingyuan Zhang and
Ping Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Explainable Concept Graph Completion by Bridging Open-Domain Relations
and Concepts},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {675--683},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.76},
doi = {10.1137/1.9781611977172.76},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangSZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWLY22,
author = {Qianru Zhang and
Zheng Wang and
Cheng Long and
Siu{-}Ming Yiu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {On Predicting and Generating a Good Break Shot in Billiards Sports},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {109--117},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.13},
doi = {10.1137/1.9781611977172.13},
timestamp = {Tue, 07 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangWYZ022,
author = {Qiannan Zhang and
Xiaodong Wu and
Qiang Yang and
Chuxu Zhang and
Xiangliang Zhang},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {HG-Meta: Graph Meta-learning over Heterogeneous Graphs},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {397--405},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.45},
doi = {10.1137/1.9781611977172.45},
timestamp = {Fri, 03 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/ZhangWYZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhangZZ022,
author = {Yishuo Zhang and
Nayyar Abbas Zaidi and
Jiahui Zhou and
Gang Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {{GANBLR++:} Incorporating Capacity to Generate Numeric Attributes
and Leveraging Unrestricted Bayesian Networks},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {298--306},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.34},
doi = {10.1137/1.9781611977172.34},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhangZZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhao0CS22,
author = {Sichen Zhao and
Wei Shao and
Jeffrey Chan and
Flora D. Salim},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Measuring disentangled generative spatio-temporal representation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {522--530},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.59},
doi = {10.1137/1.9781611977172.59},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhao0CS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhaoZCM22,
author = {Keke Zhao and
Xing Zhao and
Qi Cao and
Linjian Mo},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {A Non-sequential Approach to Deep User Interest Model for {CTR} Prediction},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {531--539},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.60},
doi = {10.1137/1.9781611977172.60},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhaoZCM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhou0X0022,
author = {Guanglin Zhou and
Lina Yao and
Xiwei Xu and
Chen Wang and
Liming Zhu},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Cycle-Balanced Representation Learning For Counterfactual Inference},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {442--450},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.50},
doi = {10.1137/1.9781611977172.50},
timestamp = {Sat, 27 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhou0X0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhouL022,
author = {Yingxue Zhou and
Xinyan Li and
Arindam Banerjee},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Noisy Truncated {SGD:} Optimization and Generalization},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {468--476},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.53},
doi = {10.1137/1.9781611977172.53},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhouL022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/Zhu022,
author = {Ronghang Zhu and
Sheng Li},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Self-supervision based Semantic Alignment for Unsupervised Domain
Adaptation},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {1--9},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.1},
doi = {10.1137/1.9781611977172.1},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/Zhu022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/ZhuangH22,
author = {Jun Zhuang and
Mohammad Al Hasan},
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Deperturbation of Online Social Networks via Bayesian Label Transition},
booktitle = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
pages = {603--611},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172.68},
doi = {10.1137/1.9781611977172.68},
timestamp = {Wed, 05 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/ZhuangH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/sdm/2022,
editor = {Arindam Banerjee and
Zhi{-}Hua Zhou and
Evangelos E. Papalexakis and
Matteo Riondato},
title = {Proceedings of the 2022 {SIAM} International Conference on Data Mining,
{SDM} 2022, Alexandria, VA, USA, April 28-30, 2022},
publisher = {{SIAM}},
year = {2022},
url = {https://doi.org/10.1137/1.9781611977172},
doi = {10.1137/1.9781611977172},
isbn = {978-1-61197-717-2},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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