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ORCIDBibTeX records: Neil Shah
@article{DBLP:journals/chb/GomezZaraLNSB24,
author = {Diego G{\'{o}}mez{-}Zar{\'{a}} and
Yozen Liu and
Leonardo Neves and
Neil Shah and
Maarten W. Bos},
title = {Unpacking the exploration-exploitation tradeoff on Snapchat: The relationships
between users' exploration-exploitation interests and server log data},
journal = {Comput. Hum. Behav.},
volume = {150},
pages = {108014},
year = {2024},
url = {https://doi.org/10.1016/j.chb.2023.108014},
doi = {10.1016/J.CHB.2023.108014},
timestamp = {Sun, 31 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chb/GomezZaraLNSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02054,
author = {Jingzhe Liu and
Haitao Mao and
Zhikai Chen and
Tong Zhao and
Neil Shah and
Jiliang Tang},
title = {Neural Scaling Laws on Graphs},
journal = {CoRR},
volume = {abs/2402.02054},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02054},
doi = {10.48550/ARXIV.2402.02054},
eprinttype = {arXiv},
eprint = {2402.02054},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02054.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-02216,
author = {Haitao Mao and
Zhikai Chen and
Wenzhuo Tang and
Jianan Zhao and
Yao Ma and
Tong Zhao and
Neil Shah and
Mikhail Galkin and
Jiliang Tang},
title = {Graph Foundation Models},
journal = {CoRR},
volume = {abs/2402.02216},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02216},
doi = {10.48550/ARXIV.2402.02216},
eprinttype = {arXiv},
eprint = {2402.02216},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02216.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08170,
author = {Runjin Chen and
Tong Zhao and
Ajay Jaiswal and
Neil Shah and
Zhangyang Wang},
title = {LLaGA: Large Language and Graph Assistant},
journal = {CoRR},
volume = {abs/2402.08170},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08170},
doi = {10.48550/ARXIV.2402.08170},
eprinttype = {arXiv},
eprint = {2402.08170},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-09711,
author = {Zhichun Guo and
Tong Zhao and
Yozen Liu and
Kaiwen Dong and
William Shiao and
Neil Shah and
Nitesh V. Chawla},
title = {Node Duplication Improves Cold-start Link Prediction},
journal = {CoRR},
volume = {abs/2402.09711},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.09711},
doi = {10.48550/ARXIV.2402.09711},
eprinttype = {arXiv},
eprint = {2402.09711},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-09711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-18280,
author = {William Shiao and
Mingxuan Ju and
Zhichun Guo and
Xin Chen and
Evangelos E. Papalexakis and
Tong Zhao and
Neil Shah and
Yozen Liu},
title = {Improving Out-of-Vocabulary Handling in Recommendation Systems},
journal = {CoRR},
volume = {abs/2403.18280},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.18280},
doi = {10.48550/ARXIV.2403.18280},
eprinttype = {arXiv},
eprint = {2403.18280},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-18280.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/LiSD00STY23,
author = {Juanhui Li and
Harry Shomer and
Jiayuan Ding and
Yiqi Wang and
Yao Ma and
Neil Shah and
Jiliang Tang and
Dawei Yin},
editor = {Anna Rogers and
Jordan L. Boyd{-}Graber and
Naoaki Okazaki},
title = {Are Message Passing Neural Networks Really Helpful for Knowledge Graph
Completion?},
booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2023, Toronto, Canada,
July 9-14, 2023},
pages = {10696--10711},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.acl-long.597},
doi = {10.18653/V1/2023.ACL-LONG.597},
timestamp = {Thu, 10 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/LiSD00STY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/00090DLTS23,
author = {Wei Jin and
Tong Zhao and
Jiayuan Ding and
Yozen Liu and
Jiliang Tang and
Neil Shah},
title = {Empowering Graph Representation Learning with Test-Time Graph Transformation},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=Lnxl5pr018},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/00090DLTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Han0LHS23,
author = {Xiaotian Han and
Tong Zhao and
Yozen Liu and
Xia Hu and
Neil Shah},
title = {MLPInit: Embarrassingly Simple {GNN} Training Acceleration with {MLP}
Initialization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=P8YIphWNEGO},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Han0LHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/Ju0W0S0Z23,
author = {Mingxuan Ju and
Tong Zhao and
Qianlong Wen and
Wenhao Yu and
Neil Shah and
Yanfang Ye and
Chuxu Zhang},
title = {Multi-task Self-supervised Graph Neural Networks Enable Stronger Task
Generalization},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=1tHAZRqftM},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/Ju0W0S0Z23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ShiaoG0PLS23,
author = {William Shiao and
Zhichun Guo and
Tong Zhao and
Evangelos E. Papalexakis and
Yozen Liu and
Neil Shah},
title = {Link Prediction with Non-Contrastive Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=9Jaz4APHtWD},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ShiaoG0PLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChourasiaS23,
author = {Rishav Chourasia and
Neil Shah},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Forget Unlearning: Towards True Data-Deletion in Machine Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {6028--6073},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chourasia23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChourasiaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuoSZLCS023,
author = {Zhichun Guo and
William Shiao and
Shichang Zhang and
Yozen Liu and
Nitesh V. Chawla and
Neil Shah and
Tong Zhao},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Linkless Link Prediction via Relational Distillation},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {12012--12033},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/guo23f.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuoSZLCS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/BatenLPBSNB23,
author = {Raiyan Abdul Baten and
Yozen Liu and
Heinrich Peters and
Francesco Barbieri and
Neil Shah and
Leonardo Neves and
Maarten W. Bos},
editor = {Yu{-}Ru Lin and
Meeyoung Cha and
Daniele Quercia},
title = {Predicting Future Location Categories of Users in a Large Social Platform},
booktitle = {Proceedings of the Seventeenth International {AAAI} Conference on
Web and Social Media, {ICWSM} 2023, June 5-8, 2023, Limassol, Cyprus},
pages = {47--58},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/icwsm.v17i1.22125},
doi = {10.1609/ICWSM.V17I1.22125},
timestamp = {Tue, 19 Sep 2023 17:06:05 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/BatenLPBSNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001WKSYH23,
author = {Siddharth Bhatia and
Mohit Wadhwa and
Kenji Kawaguchi and
Neil Shah and
Philip S. Yu and
Bryan Hooi},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Sketch-Based Anomaly Detection in Streaming Graphs},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {93--104},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599504},
doi = {10.1145/3580305.3599504},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001WKSYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShiaoSL0SP23,
author = {William Shiao and
Uday Singh Saini and
Yozen Liu and
Tong Zhao and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {{CARL-G:} Clustering-Accelerated Representation Learning on Graphs},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {2036--2048},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599268},
doi = {10.1145/3580305.3599268},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShiaoSL0SP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XueHZSTL23,
author = {Rui Xue and
Haoyu Han and
Tong Zhao and
Neil Shah and
Jiliang Tang and
Xiaorui Liu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Large-Scale Graph Neural Networks: The Past and New Frontiers},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5835--5836},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599565},
doi = {10.1145/3580305.3599565},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/XueHZSTL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahFZFA23,
author = {Neil Shah and
Shobeir Fakhraei and
Da Zheng and
Bahare Fatemi and
Leman Akoglu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {19th International Workshop on Mining and Learning with Graphs {(MLG)}},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5882--5883},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599232},
doi = {10.1145/3580305.3599232},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShahFZFA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/Ju00S023,
author = {Mingxuan Ju and
Tong Zhao and
Wenhao Yu and
Neil Shah and
Yanfang Ye},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via
Test-time Augmentation},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/ae9bbdcea94d808882f3535e8ca00542-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/Ju00S023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSMZ0STY23,
author = {Juanhui Li and
Harry Shomer and
Haitao Mao and
Shenglai Zeng and
Yao Ma and
Neil Shah and
Jiliang Tang and
Dawei Yin},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls
and New Benchmarking},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/0be50b4590f1c5fdf4c8feddd63c4f67-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiSMZ0STY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MaoC0H0ZST23,
author = {Haitao Mao and
Zhikai Chen and
Wei Jin and
Haoyu Han and
Yao Ma and
Tong Zhao and
Neil Shah and
Jiliang Tang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Demystifying Structural Disparity in Graph Neural Networks: Can One
Size Fit All?},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/74f1edadbdf495e7258ee8db7b1d3acd-Abstract-Conference.html},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MaoC0H0ZST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ShiCLVWKSYSSVY23,
author = {Jiahui Shi and
Vivek Chaurasiya and
Yozen Liu and
Shubham Vij and
Yan Wu and
Satya Kanduri and
Neil Shah and
Peicheng Yu and
Nik Srivastava and
Lei Shi and
Ganesh Venkataraman and
Jun Yu},
editor = {Hsin{-}Hsi Chen and
Wei{-}Jou (Edward) Duh and
Hen{-}Hsen Huang and
Makoto P. Kato and
Josiane Mothe and
Barbara Poblete},
title = {Embedding Based Retrieval in Friend Recommendation},
booktitle = {Proceedings of the 46th International {ACM} {SIGIR} Conference on
Research and Development in Information Retrieval, {SIGIR} 2023, Taipei,
Taiwan, July 23-27, 2023},
pages = {3330--3334},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539618.3591848},
doi = {10.1145/3539618.3591848},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ShiCLVWKSYSSVY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/WangHLS23,
author = {Yiwei Wang and
Bryan Hooi and
Yozen Liu and
Neil Shah},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Graph Explicit Neural Networks: Explicitly Encoding Graphs for Efficient
and Accurate Inference},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {348--356},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570388},
doi = {10.1145/3539597.3570388},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/WangHLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/Derr0RSP23,
author = {Tyler Derr and
Yao Ma and
Benedek Rozemberczki and
Neil Shah and
Shirui Pan},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {The 3rd International Workshop on Machine Learning on Graphs (MLoG)},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1271--1272},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3572706},
doi = {10.1145/3539597.3572706},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/Derr0RSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-01323,
author = {Haitao Mao and
Zhikai Chen and
Wei Jin and
Haoyu Han and
Yao Ma and
Tong Zhao and
Neil Shah and
Jiliang Tang},
title = {Demystifying Structural Disparity in Graph Neural Networks: Can One
Size Fit All?},
journal = {CoRR},
volume = {abs/2306.01323},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.01323},
doi = {10.48550/ARXIV.2306.01323},
eprinttype = {arXiv},
eprint = {2306.01323},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-01323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06936,
author = {William Shiao and
Uday Singh Saini and
Yozen Liu and
Tong Zhao and
Neil Shah and
Evangelos E. Papalexakis},
title = {{CARL-G:} Clustering-Accelerated Representation Learning on Graphs},
journal = {CoRR},
volume = {abs/2306.06936},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06936},
doi = {10.48550/ARXIV.2306.06936},
eprinttype = {arXiv},
eprint = {2306.06936},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06936.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10453,
author = {Juanhui Li and
Harry Shomer and
Haitao Mao and
Shenglai Zeng and
Yao Ma and
Neil Shah and
Jiliang Tang and
Dawei Yin},
title = {Evaluating Graph Neural Networks for Link Prediction: Current Pitfalls
and New Benchmarking},
journal = {CoRR},
volume = {abs/2306.10453},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10453},
doi = {10.48550/ARXIV.2306.10453},
eprinttype = {arXiv},
eprint = {2306.10453},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10453.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00793,
author = {Haitao Mao and
Juanhui Li and
Harry Shomer and
Bingheng Li and
Wenqi Fan and
Yao Ma and
Tong Zhao and
Neil Shah and
Jiliang Tang},
title = {Revisiting Link Prediction: {A} Data Perspective},
journal = {CoRR},
volume = {abs/2310.00793},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00793},
doi = {10.48550/ARXIV.2310.00793},
eprinttype = {arXiv},
eprint = {2310.00793},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00793.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00800,
author = {Mingxuan Ju and
Tong Zhao and
Wenhao Yu and
Neil Shah and
Yanfang Ye},
title = {GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via
Test-time Augmentation},
journal = {CoRR},
volume = {abs/2310.00800},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00800},
doi = {10.48550/ARXIV.2310.00800},
eprinttype = {arXiv},
eprint = {2310.00800},
timestamp = {Wed, 18 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04612,
author = {Yu Wang and
Tong Zhao and
Yuying Zhao and
Yunchao Liu and
Xueqi Cheng and
Neil Shah and
Tyler Derr},
title = {A Topological Perspective on Demystifying GNN-Based Link Prediction
Performance},
journal = {CoRR},
volume = {abs/2310.04612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04612},
doi = {10.48550/ARXIV.2310.04612},
eprinttype = {arXiv},
eprint = {2310.04612},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11109,
author = {Vijay Prakash Dwivedi and
Yozen Liu and
Anh Tuan Luu and
Xavier Bresson and
Neil Shah and
Tong Zhao},
title = {Graph Transformers for Large Graphs},
journal = {CoRR},
volume = {abs/2312.11109},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11109},
doi = {10.48550/ARXIV.2312.11109},
eprinttype = {arXiv},
eprint = {2312.11109},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/JiangZZS22,
author = {Meng Jiang and
Chuxu Zhang and
Xiangliang Zhang and
Neil Shah},
title = {Editorial: Computational Behavioral Modeling for Big User Data},
journal = {Frontiers Big Data},
volume = {5},
pages = {893216},
year = {2022},
url = {https://doi.org/10.3389/fdata.2022.893216},
doi = {10.3389/FDATA.2022.893216},
timestamp = {Mon, 16 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/JiangZZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhaoJSJ22,
author = {Tong Zhao and
Tianwen Jiang and
Neil Shah and
Meng Jiang},
title = {A Synergistic Approach for Graph Anomaly Detection With Pattern Mining
and Feature Learning},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {6},
pages = {2393--2405},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3102609},
doi = {10.1109/TNNLS.2021.3102609},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhaoJSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/NiederhausernBS22,
author = {Andrew Niederhausern and
Nadia Bahadur and
Neil Shah and
Fenil Gandhi and
Alysha Insinga and
Kimberly Chan and
Laura Barton and
John Philip and
Chelsea Nichols},
title = {Extending the Standard REDCap Dictionary Definitions Using REDCap},
booktitle = {{AMIA} 2022, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 5-9, 2022},
publisher = {{AMIA}},
year = {2022},
url = {https://knowledge.amia.org/76677-amia-1.4637602/f008-1.4640715/f008-1.4640716/445-1.4641089/958-1.4641086},
timestamp = {Wed, 17 Apr 2024 11:46:45 +0200},
biburl = {https://dblp.org/rec/conf/amia/NiederhausernBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WangZSD22,
author = {Yu Wang and
Yuying Zhao and
Neil Shah and
Tyler Derr},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {Imbalanced Graph Classification via Graph-of-Graph Neural Networks},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {2067--2076},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557356},
doi = {10.1145/3511808.3557356},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WangZSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/YangLBS0LSA22,
author = {Carl Yang and
Xiaoxiao Li and
Nathalie Baracaldo and
Neil Shah and
Chaoyang He and
Lingjuan Lyu and
Lichao Sun and
Salman Avestimehr},
editor = {Mohammad Al Hasan and
Li Xiong},
title = {The 1st International Workshop on Federated Learning with Graph Data
(FedGraph)},
booktitle = {Proceedings of the 31st {ACM} International Conference on Information
{\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
pages = {5179--5180},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3511808.3557495},
doi = {10.1145/3511808.3557495},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/YangLBS0LSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001LST22,
author = {Yao Ma and
Xiaorui Liu and
Neil Shah and
Jiliang Tang},
title = {Is Homophily a Necessity for Graph Neural Networks?},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=ucASPPD9GKN},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001LST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JinLZ0ST22,
author = {Wei Jin and
Xiaorui Liu and
Xiangyu Zhao and
Yao Ma and
Neil Shah and
Jiliang Tang},
title = {Automated Self-Supervised Learning for Graphs},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=rFbR4Fv-D6-},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/JinLZ0ST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/JinZZLTS22,
author = {Wei Jin and
Lingxiao Zhao and
Shichang Zhang and
Yozen Liu and
Jiliang Tang and
Neil Shah},
title = {Graph Condensation for Graph Neural Networks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=WLEx3Jo4QaB},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/JinZZLTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhangLSS22,
author = {Shichang Zhang and
Yozen Liu and
Yizhou Sun and
Neil Shah},
title = {Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=4p6\_5HBWPCw},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhangLSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhaoJAS22,
author = {Lingxiao Zhao and
Wei Jin and
Leman Akoglu and
Neil Shah},
title = {From Stars to Subgraphs: Uplifting Any {GNN} with Local Structure
Awareness},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=Mspk\_WYKoEH},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/ZhaoJAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/JiangMBLSNB22,
author = {Julie Jiang and
Nils Murrugarra{-}Llerena and
Maarten W. Bos and
Yozen Liu and
Neil Shah and
Leonardo Neves and
Francesco Barbieri},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia},
title = {Sunshine with a Chance of Smiles: How Does Weather Impact Sentiment
on Social Media?},
booktitle = {Proceedings of the Sixteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2022, Atlanta, Georgia, USA, June 6-9, 2022},
pages = {393--404},
publisher = {{AAAI} Press},
year = {2022},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/19301},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/JiangMBLSNB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/BhattacharyaGJK22,
author = {Pamela Bhattacharya and
Jing Gao and
Meng Jiang and
Mehran Kafai and
Srijan Kumar and
Qi Li and
Neil Shah and
Sihong Xie and
Philip S. Yu and
Ming Zeng},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Joint International Workshop on Misinformation and Misbehavior Mining
on the Web {\&} Making a Credible Web for Tomorrow (MIS2-TrueFact)},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4854--4855},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542898},
doi = {10.1145/3534678.3542898},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/BhattacharyaGJK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FakhraeiWSAVS22,
author = {Shobeir Fakhraei and
Tim Weninger and
Neil Shah and
Sami Abu{-}El{-}Haija and
Saurabh Verma and
Tara Safavi},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {17th International Workshop on Mining and Learning with Graphs {(MLG)}},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4868--4869},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542913},
doi = {10.1145/3534678.3542913},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FakhraeiWSAVS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/WangHL0GS22,
author = {Yiwei Wang and
Bryan Hooi and
Yozen Liu and
Tong Zhao and
Zhichun Guo and
Neil Shah},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {Flashlight: Scalable Link Prediction With Effective Decoders},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {14},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/wang22a.html},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/WangHL0GS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhangLSS22,
author = {Shichang Zhang and
Yozen Liu and
Neil Shah and
Yizhou Sun},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {GStarX: Explaining Graph Neural Networks with Structure-Aware Cooperative
Games},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/7d53575463291ea6b5a23cf6e571f59b-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhangLSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhaoSA22,
author = {Lingxiao Zhao and
Neil Shah and
Leman Akoglu},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {A Practical, Progressively-Expressive {GNN}},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/dc89a0709f213fd0ac4b1172719b2c38-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhaoSA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ShinKSS22,
author = {Hyeonjeong Shin and
Taehyung Kwon and
Neil Shah and
Kijung Shin},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques
in Dynamic Graphs},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {908--916},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498390},
doi = {10.1145/3488560.3498390},
timestamp = {Fri, 18 Feb 2022 13:17:54 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/ShinKSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SikdarSW22,
author = {Satyaki Sikdar and
Neil Shah and
Tim Weninger},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Attributed Graph Modeling with Vertex Replacement Grammars},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {928--936},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498492},
doi = {10.1145/3488560.3498492},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/SikdarSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/TangLHWS22,
author = {Xianfeng Tang and
Yozen Liu and
Xinran He and
Suhang Wang and
Neil Shah},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {Friend Story Ranking with Edge-Contextual Local Graph Convolutions},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {1007--1015},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498398},
doi = {10.1145/3488560.3498398},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/TangLHWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-12380,
author = {Shichang Zhang and
Neil Shah and
Yozen Liu and
Yizhou Sun},
title = {Explaining Graph-level Predictions with Communication Structure-Aware
Cooperative Games},
journal = {CoRR},
volume = {abs/2201.12380},
year = {2022},
url = {https://arxiv.org/abs/2201.12380},
eprinttype = {arXiv},
eprint = {2201.12380},
timestamp = {Wed, 02 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-12380.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10652,
author = {Juan{-}Hui Li and
Harry Shomer and
Jiayuan Ding and
Yiqi Wang and
Yao Ma and
Neil Shah and
Jiliang Tang and
Dawei Yin},
title = {Are Graph Neural Networks Really Helpful for Knowledge Graph Completion?},
journal = {CoRR},
volume = {abs/2205.10652},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10652},
doi = {10.48550/ARXIV.2205.10652},
eprinttype = {arXiv},
eprint = {2205.10652},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10652.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-10100,
author = {Yiwei Wang and
Bryan Hooi and
Yozen Liu and
Tong Zhao and
Zhichun Guo and
Neil Shah},
title = {Flashlight: Scalable Link Prediction with Effective Decoders},
journal = {CoRR},
volume = {abs/2209.10100},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.10100},
doi = {10.48550/ARXIV.2209.10100},
eprinttype = {arXiv},
eprint = {2209.10100},
timestamp = {Thu, 20 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-10100.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-00102,
author = {Xiaotian Han and
Tong Zhao and
Yozen Liu and
Xia Hu and
Neil Shah},
title = {MLPInit: Embarrassingly Simple {GNN} Training Acceleration with {MLP}
Initialization},
journal = {CoRR},
volume = {abs/2210.00102},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.00102},
doi = {10.48550/ARXIV.2210.00102},
eprinttype = {arXiv},
eprint = {2210.00102},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-00102.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02016,
author = {Mingxuan Ju and
Tong Zhao and
Qianlong Wen and
Wenhao Yu and
Neil Shah and
Yanfang Ye and
Chuxu Zhang},
title = {Multi-task Self-supervised Graph Neural Networks Enable Stronger Task
Generalization},
journal = {CoRR},
volume = {abs/2210.02016},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02016},
doi = {10.48550/ARXIV.2210.02016},
eprinttype = {arXiv},
eprint = {2210.02016},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03561,
author = {Wei Jin and
Tong Zhao and
Jiayuan Ding and
Yozen Liu and
Jiliang Tang and
Neil Shah},
title = {Empowering Graph Representation Learning with Test-Time Graph Transformation},
journal = {CoRR},
volume = {abs/2210.03561},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03561},
doi = {10.48550/ARXIV.2210.03561},
eprinttype = {arXiv},
eprint = {2210.03561},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03561.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05801,
author = {Zhichun Guo and
William Shiao and
Shichang Zhang and
Yozen Liu and
Nitesh V. Chawla and
Neil Shah and
Tong Zhao},
title = {Linkless Link Prediction via Relational Distillation},
journal = {CoRR},
volume = {abs/2210.05801},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05801},
doi = {10.48550/ARXIV.2210.05801},
eprinttype = {arXiv},
eprint = {2210.05801},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-08911,
author = {Rishav Chourasia and
Neil Shah and
Reza Shokri},
title = {Forget Unlearning: Towards True Data-Deletion in Machine Learning},
journal = {CoRR},
volume = {abs/2210.08911},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.08911},
doi = {10.48550/ARXIV.2210.08911},
eprinttype = {arXiv},
eprint = {2210.08911},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-08911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-09521,
author = {Lingxiao Zhao and
Louis H{\"{a}}rtel and
Neil Shah and
Leman Akoglu},
title = {A Practical, Progressively-Expressive {GNN}},
journal = {CoRR},
volume = {abs/2210.09521},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.09521},
doi = {10.48550/ARXIV.2210.09521},
eprinttype = {arXiv},
eprint = {2210.09521},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-09521.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14394,
author = {William Shiao and
Zhichun Guo and
Tong Zhao and
Evangelos E. Papalexakis and
Yozen Liu and
Neil Shah},
title = {Link Prediction with Non-Contrastive Learning},
journal = {CoRR},
volume = {abs/2211.14394},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14394},
doi = {10.48550/ARXIV.2211.14394},
eprinttype = {arXiv},
eprint = {2211.14394},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14394.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vciba/ShahBS21,
author = {Neil Shah and
Nandish Bhagat and
Manan Shah},
title = {Crime forecasting: a machine learning and computer vision approach
to crime prediction and prevention},
journal = {Vis. Comput. Ind. Biomed. Art},
volume = {4},
number = {1},
pages = {9},
year = {2021},
url = {https://doi.org/10.1186/s42492-021-00075-z},
doi = {10.1186/S42492-021-00075-Z},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/vciba/ShahBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0003LNW0S21,
author = {Tong Zhao and
Yozen Liu and
Leonardo Neves and
Oliver J. Woodford and
Meng Jiang and
Neil Shah},
title = {Data Augmentation for Graph Neural Networks},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {11015--11023},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i12.17315},
doi = {10.1609/AAAI.V35I12.17315},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0003LNW0S21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/ShekharSA21,
author = {Shubhranshu Shekhar and
Neil Shah and
Leman Akoglu},
editor = {Marion Fourcade and
Benjamin Kuipers and
Seth Lazar and
Deirdre K. Mulligan},
title = {FairOD: Fairness-aware Outlier Detection},
booktitle = {{AIES} '21: {AAAI/ACM} Conference on AI, Ethics, and Society, Virtual
Event, USA, May 19-21, 2021},
pages = {210--220},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3461702.3462517},
doi = {10.1145/3461702.3462517},
timestamp = {Mon, 02 Aug 2021 11:56:00 +0200},
biburl = {https://dblp.org/rec/conf/aies/ShekharSA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/SahaLVCNSB21,
author = {Koustuv Saha and
Yozen Liu and
Nicholas Vincent and
Farhan Asif Chowdhury and
Leonardo Neves and
Neil Shah and
Maarten W. Bos},
editor = {Yoshifumi Kitamura and
Aaron Quigley and
Katherine Isbister and
Takeo Igarashi and
Pernille Bj{\o}rn and
Steven Mark Drucker},
title = {AdverTiming Matters: Examining User Ad Consumption for Effective Ad
Allocations on Social Media},
booktitle = {{CHI} '21: {CHI} Conference on Human Factors in Computing Systems,
Virtual Event / Yokohama, Japan, May 8-13, 2021},
pages = {581:1--581:18},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3411764.3445394},
doi = {10.1145/3411764.3445394},
timestamp = {Mon, 17 May 2021 13:31:38 +0200},
biburl = {https://dblp.org/rec/conf/chi/SahaLVCNSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/GujralNPS21,
author = {Ekta Gujral and
Leonardo Neves and
Evangelos E. Papalexakis and
Neil Shah},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{NED:} Niche Detection in User Content Consumption Data},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {627--637},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482455},
doi = {10.1145/3459637.3482455},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/GujralNPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001L0LTS21,
author = {Yao Ma and
Xiaorui Liu and
Tong Zhao and
Yozen Liu and
Jiliang Tang and
Neil Shah},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {A Unified View on Graph Neural Networks as Graph Signal Denoising},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {1202--1211},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482225},
doi = {10.1145/3459637.3482225},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/0001L0LTS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0003NYGS021,
author = {Tong Zhao and
Bo Ni and
Wenhao Yu and
Zhichun Guo and
Neil Shah and
Meng Jiang},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {Action Sequence Augmentation for Early Graph-based Anomaly Detection},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {2668--2678},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3482313},
doi = {10.1145/3459637.3482313},
timestamp = {Fri, 24 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/0003NYGS021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/AbdaliGMFESP21,
author = {Sara Abdali and
Rutuja Gurav and
Siddharth Menon and
Daniel Fonseca and
Negin Entezari and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {Identifying Misinformation from Website Screenshots},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {2--13},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18036},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/AbdaliGMFESP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChowdhuryLSVNSB21,
author = {Farhan Asif Chowdhury and
Yozen Liu and
Koustuv Saha and
Nicholas Vincent and
Leonardo Neves and
Neil Shah and
Maarten W. Bos},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {{CEAM:} The Effectiveness of Cyclic and Ephemeral Attention Models
of User Behavior on Social Platforms},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {117--128},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18046},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ChowdhuryLSVNSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/YangWPVSS21,
author = {Qi Yang and
Weinan Wang and
Lucas Pierce and
Rajan Vaish and
Xiaolin Shi and
Neil Shah},
editor = {Ceren Budak and
Meeyoung Cha and
Daniele Quercia and
Lexing Xie},
title = {Online Communication Shifts in the Midst of the Covid-19 Pandemic:
{A} Case Study on Snapchat},
booktitle = {Proceedings of the Fifteenth International {AAAI} Conference on Web
and Social Media, {ICWSM} 2021, held virtually, June 7-10, 2021},
pages = {830--840},
publisher = {{AAAI} Press},
year = {2021},
url = {https://ojs.aaai.org/index.php/ICWSM/article/view/18107},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/YangWPVSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Hofleitner0KSS21,
author = {Aude Hofleitner and
Meng Jiang and
Srijan Kumar and
Neil Shah and
Kai Shu},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {The Second International {MIS2} Workshop: Misinformation and Misbehavior
Mining on the Web},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4129--4130},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3469443},
doi = {10.1145/3447548.3469443},
timestamp = {Mon, 16 Aug 2021 16:18:31 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Hofleitner0KSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SankarLYS21,
author = {Aravind Sankar and
Yozen Liu and
Jun Yu and
Neil Shah},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Graph Neural Networks for Friend Ranking in Large-scale Social Platforms},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {2535--2546},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3450120},
doi = {10.1145/3442381.3450120},
timestamp = {Mon, 07 Jun 2021 12:37:30 +0200},
biburl = {https://dblp.org/rec/conf/www/SankarLYS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07849,
author = {Sara Abdali and
Rutuja Gurav and
Siddharth Menon and
Daniel Fonseca and
Negin Entezari and
Neil Shah and
Evangelos E. Papalexakis},
title = {Identifying Misinformation from Website Screenshots},
journal = {CoRR},
volume = {abs/2102.07849},
year = {2021},
url = {https://arxiv.org/abs/2102.07849},
eprinttype = {arXiv},
eprint = {2102.07849},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07849.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-07857,
author = {Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
title = {{KNH:} Multi-View Modeling with K-Nearest Hyperplanes Graph for Misinformation
Detection},
journal = {CoRR},
volume = {abs/2102.07857},
year = {2021},
url = {https://arxiv.org/abs/2102.07857},
eprinttype = {arXiv},
eprint = {2102.07857},
timestamp = {Thu, 18 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-07857.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05470,
author = {Wei Jin and
Xiaorui Liu and
Xiangyu Zhao and
Yao Ma and
Neil Shah and
Jiliang Tang},
title = {Automated Self-Supervised Learning for Graphs},
journal = {CoRR},
volume = {abs/2106.05470},
year = {2021},
url = {https://arxiv.org/abs/2106.05470},
eprinttype = {arXiv},
eprint = {2106.05470},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05470.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-06134,
author = {Yao Ma and
Xiaorui Liu and
Neil Shah and
Jiliang Tang},
title = {Is Homophily a Necessity for Graph Neural Networks?},
journal = {CoRR},
volume = {abs/2106.06134},
year = {2021},
url = {https://arxiv.org/abs/2106.06134},
eprinttype = {arXiv},
eprint = {2106.06134},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-06134.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-03753,
author = {Lingxiao Zhao and
Wei Jin and
Leman Akoglu and
Neil Shah},
title = {From Stars to Subgraphs: Uplifting Any {GNN} with Local Structure
Awareness},
journal = {CoRR},
volume = {abs/2110.03753},
year = {2021},
url = {https://arxiv.org/abs/2110.03753},
eprinttype = {arXiv},
eprint = {2110.03753},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-03753.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-06410,
author = {Satyaki Sikdar and
Neil Shah and
Tim Weninger},
title = {Attributed Graph Modeling with Vertex Replacement Grammars},
journal = {CoRR},
volume = {abs/2110.06410},
year = {2021},
url = {https://arxiv.org/abs/2110.06410},
eprinttype = {arXiv},
eprint = {2110.06410},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-06410.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-07580,
author = {Wei Jin and
Lingxiao Zhao and
Shichang Zhang and
Yozen Liu and
Jiliang Tang and
Neil Shah},
title = {Graph Condensation for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2110.07580},
year = {2021},
url = {https://arxiv.org/abs/2110.07580},
eprinttype = {arXiv},
eprint = {2110.07580},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-07580.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08727,
author = {Shichang Zhang and
Yozen Liu and
Yizhou Sun and
Neil Shah},
title = {Graph-less Neural Networks: Teaching Old MLPs New Tricks via Distillation},
journal = {CoRR},
volume = {abs/2110.08727},
year = {2021},
url = {https://arxiv.org/abs/2110.08727},
eprinttype = {arXiv},
eprint = {2110.08727},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08727.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-14875,
author = {Hyeonjeong Shin and
Taehyung Kwon and
Neil Shah and
Kijung Shin},
title = {Finding a Concise, Precise, and Exhaustive Set of Near Bi-Cliques
in Dynamic Graphs},
journal = {CoRR},
volume = {abs/2110.14875},
year = {2021},
url = {https://arxiv.org/abs/2110.14875},
eprinttype = {arXiv},
eprint = {2110.14875},
timestamp = {Tue, 02 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-14875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-00238,
author = {Yu Wang and
Yuying Zhao and
Neil Shah and
Tyler Derr},
title = {Imbalanced Graph Classification via Graph-of-Graph Neural Networks},
journal = {CoRR},
volume = {abs/2112.00238},
year = {2021},
url = {https://arxiv.org/abs/2112.00238},
eprinttype = {arXiv},
eprint = {2112.00238},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-00238.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/TurroAMGGSASFTS20,
author = {Ernest Turro and
William J. Astle and
Karyn Megy and
Stefan Gr{\"{a}}f and
Daniel Greene and
Olga Shamardina and
Hana Lango Allen and
Alba Sanchis{-}Juan and
Mattia Frontini and
Chantal Thys and
Jonathan Stephens and
Rutendo Mapeta and
Oliver S. Burren and
Kate Downes and
Matthias Haimel and
Salih Tuna and
Sri V. V. Deevi and
Timothy J. Aitman and
David L. H. Bennett and
Paul Calleja and
Keren Carss and
Mark J. Caulfield and
Patrick F. Chinnery and
Peter H. Dixon and
Daniel P. Gale and
Roger James and
Ania Koziell and
Michael A. Laffan and
Adam P. Levine and
Eamonn R. Maher and
Hugh S. Markus and
Joannella Morales and
Nicholas W. Morrell and
Andrew D. Mumford and
Elizabeth Ormondroyd and
Stuart Rankin and
Augusto Rendon and
Sylvia Richardson and
Irene Roberts and
Noemi B. A. Roy and
Moin A. Saleem and
Kenneth G. C. Smith and
Hannah Stark and
Rhea Y. Y. Tan and
Andreas C. Themistocleous and
Adrian J. Thrasher and
Hugh Watkins and
Andrew R. Webster and
Martin R. Wilkins and
Catherine Williamson and
James Whitworth and
Sean Humphray and
David R. Bentley and
Stephen Abbs and
Lara Abulhoul and
Julian Adlard and
Munaza Ahmed and
Hana Alachkar and
David J. Allsup and
Jeff Almeida{-}King and
Philip Ancliff and
Richard Antrobus and
Ruth Armstrong and
Gavin Arno and
Sofie Ashford and
Anthony Attwood and
Paul Aurora and
Christian Babbs and
Chiara Bacchelli and
Tamam Bakchoul and
Siddharth Banka and
Tadbir Bariana and
Julian Barwell and
Joana Batista and
Helen E. Baxendale and
Phil L. Beales and
Agnieszka Bierzynska and
Tina Biss and
Maria A. K. Bitner{-}Glindzicz and
Graeme C. M. Black and
Marta Bleda and
Iulia Blesneac and
Detlef Bockenhauer and
Harm Bogaard and
Christian J. Bourne and
Sara Boyce and
John R. Bradley and
Eugene Bragin and
Gerome Breen and
Paul Brennan and
Carole Brewer and
Matthew Brown and
Andrew C. Browning and
Michael J. Browning and
Rachel J. Buchan and
Matthew S. Buckland and
Teofila Bueser and
Carmen Bugarin Diz and
John Burn and
Siobhan O. Burns and
Nigel Burrows and
Carolyn Campbell and
Gerald Carr{-}White and
Ruth Casey and
Jenny Chambers and
John Chambers and
Melanie M. Y. Chan and
Calvin Cheah and
Floria Cheng and
Manali Chitre and
Martin T. Christian and
Colin Church and
Jill Clayton{-}Smith and
Maureen Cleary and
Naomi Clements Brod and
Gerry Coghlan and
Elizabeth Colby and
Trevor R. P. Cole and
Janine Collins and
Peter W. Collins and
Camilla Colombo and
Cecilia J. Compton and
Robin Condliffe and
Stuart A. Cook and
H. Terence Cook and
Nichola Cooper and
Paul A. Corris and
Abigail Furnell and
Fiona Cunningham and
Nicola S. Curry and
Antony J. Cutler and
Matthew J. Daniels and
Mehul Dattani and
Louise C. Daugherty and
John Davis and
Anthony De Soyza and
Timothy Dent and
Charu Deshpande and
Eleanor F. Dewhurst and
Sofia Douzgou and
Anna M. Drazyk and
Elizabeth Drewe and
Daniel Duarte and
Tina Dutt and
J. David M. Edgar and
Karen Edwards and
William Egner and
Melanie N. Ekani and
Perry Elliott and
Wendy N. Erber and
Marie Erwood and
Maria C. Estiu and
Dafydd Gareth Evans and
Gillian Evans and
Tamara Everington and
M{\'{e}}lanie Eyries and
Hiva Fassihi and
Remi Favier and
Jack Findhammer and
Debra Fletcher and
Frances A. Flinter and
R. Andres Floto and
Tom Fowler and
James Fox and
Amy J. Frary and
Courtney E. French and
Kathleen Freson and
Henning Gall and
Vijeya Ganesan and
Michael Gattens and
Claire Geoghegan and
Terence S. A. Gerighty and
Ali G. Gharavi and
Stefano Ghio and
Hossein{-}Ardeschir Ghofrani and
J. Simon R. Gibbs and
Kate Gibson and
Kimberly C. Gilmour and
Barbara Girerd and
Nicholas S. Gleadall and
Sarah Goddard and
David B. Goldstein and
Keith Gomez and
Pavels Gordins and
David Gosal and
Jodie Graham and
Luigi Grassi and
Lynn Greenhalgh and
Andreas Greinacher and
Paolo Gresele and
Philip Griffiths and
Sofia Grigoriadou and
Russell J. Grocock and
Detelina Grozeva and
Mark Gurnell and
Scott Hackett and
Charaka Hadinnapola and
William M. Hague and
Rosie Hague and
Matthew Hall and
Helen L. Hanson and
Eshika Haque and
Kirsty Harkness and
Andrew R. Harper and
Claire L. Harris and
Daniel Hart and
Ahamad Hassan and
Grant Hayman and
Alex Henderson and
Archana Herwadkar and
Jonathan Hoffman and
Simon Holden and
Rita Horvath and
Henry Houlden and
Arjan C. Houweling and
Luke S. G. E. Howard and
Fengyuan Hu and
Gavin Hudson and
Joseph Hughes and
Aarnoud P. Huissoon and
Marc Humbert and
Sarah Hunter and
Matthew E. Hurles and
Melita Irving and
Louise Izatt and
Sally A. Johnson and
Stephen Jolles and
Jennifer Jolley and
Dragana Josifova and
Neringa Jurkute and
Tim Karten and
Johannes Karten and
Mary A. Kasanicki and
Hanadi Kazkaz and
Rashid Kazmi and
Peter Kelleher and
Anne M. Kelly and
Wilf Kelsall and
Carly Kempster and
David G. Kiely and
Nathalie Kingston and
Robert Klima and
Nils Koelling and
Myrto Kostadima and
Gabor Kovacs and
Roman Kreuzhuber and
Taco W. Kuijpers and
Ajith Kumar and
Dinakantha Kumararatne and
Manju A. Kurian and
Fiona Lalloo and
Michele Lambert and
Allan Lawrie and
D. Mark Layton and
Nick Lench and
Claire Lentaigne and
Tracy Lester and
Rachel Linger and
Hilary Longhurst and
Lorena E. Lorenzo and
Eleni Louka and
Paul A. Lyons and
Rajiv D. Machado and
Robert V. MacKenzie Ross and
Bella Madan and
Jesmeen Maimaris and
Samantha Malka and
Sarah Mangles and
Kevin J. Marchbank and
Stephen Marks and
Hanns{-}Ulrich Marschall and
Andrew G. Marshall and
Jennifer Martin and
Mary Mathias and
Emma Matthews and
Heather Maxwell and
Paul McAlinden and
Mark I. McCarthy and
Harriet McKinney and
Aoife McMahon and
Stuart Meacham and
Adam J. Mead and
Ignacio Medina Castello and
Sarju G. Mehta and
Michel Michaelides and
Carolyn Millar and
Shehla N. Mohammed and
Shahin Moledina and
David Montani and
Anthony T. Moore and
Monika Mozere and
Keith W. Muir and
Andrea H. Nemeth and
William G. Newman and
Michael Newnham and
Sadia Noorani and
Paquita Nurden and
Jennifer O'Sullivan and
Samya Obaji and
Chris Odhams and
Steven Okoli and
Andrea Olschewski and
Horst Olschewski and
Kai Ren Ong and
S. Helen Oram and
Willem H. Ouwehand and
Claire Palles and
Sofia Papadia and
Soo{-}Mi Park and
David Parry and
Smita Patel and
Joan Paterson and
Andrew Peacock and
Simon H. Pearce and
John Peden and
Kathelijne Peerlinck and
Christopher J. Penkett and
Joanna Pepke{-}Zaba and
Romina Petersen and
Clarissa Pilkington and
Kenneth E. S. Poole and
Radhika Prathalingam and
Bethan Psaila and
Angela Pyle and
Richard Quinton and
Shamima Rahman and
Anupama Rao and
F. Lucy Raymond and
Paula J. Rayner{-}Matthews and
Christine Rees and
Tara Renton and
Christopher J. Rhodes and
Andrew S. C. Rice and
Alex Richter and
Leema Robert and
Anthony Rogers and
Sarah J. Rose and
Robert Ross{-}Russell and
Catherine Roughley and
Deborah M. Ruddy and
Omid Sadeghi{-}Alavijeh and
Nilesh J. Samani and
Crina Samarghitean and
Ravishankar B. Sargur and
Robert N. Sarkany and
Simon Satchell and
Sinisa Savic and
John A. Sayer and
Genevieve Sayer and
Laura Scelsi and
Andrew M. Schaefer and
Sol Schulman and
Richard Scott and
Marie Scully and
Claire Searle and
Werner Seeger and
Arjune Sen and
W. A. Carrock Sewell and
Denis Seyres and
Neil Shah and
Susan E. Shapiro and
Adam C. Shaw and
Patrick J. Short and
Keith Sibson and
Lucy Side and
Ilenia Simeoni and
Michael A. Simpson and
Matthew C. Sims and
Suthesh Sivapalaratnam and
Damian Smedley and
Katherine R. Smith and
Katie Snape and
Nicole Soranzo and
Florent Soubrier and
Laura Southgate and
Olivera Spasic{-}Boskovic and
Simon Staines and
Emily Staples and
Charles A. Steward and
Kathleen E. Stirrups and
Alex Stuckey and
Jay Suntharalingam and
Emilia M. Swietlik and
Petros Syrris and
R. Campbell Tait and
Kate Talks and
Katie Tate and
John M. Taylor and
Jenny C. Taylor and
James E. Thaventhiran and
Ellen Thomas and
David Thomas and
Moira J. Thomas and
Patrick Thomas and
Kate Thomson and
Glen Threadgold and
Tobias Tilly and
Marc Tischkowitz and
Catherine Titterton and
John A. Todd and
Cheng{-}Hock Toh and
Bas Tolhuis and
Ian P. Tomlinson and
Mark Toshner and
Matthew Traylor and
Carmen Treacy and
Paul Treadaway and
Richard Trembath and
Wojciech Turek and
Philip Twiss and
Tom Vale and
Chris Van Geet and
Natalie van Zuydam and
Maarten Vandekuilen and
Anthony M. Vandersteen and
Marta Vazquez{-}Lopez and
Julie von Ziegenweidt and
Anton Vonk{-}Noordegraaf and
Annette Wagner and
Quinten Waisfisz and
Suellen M. Walker and
Neil Walker and
Klaudia Walter and
James S. Ware and
Christopher Watt and
Lucy Wedderburn and
Wei Wei and
Steven B. Welch and
Julie Wessels and
Sarah K. Westbury and
John{-}Paul Westwood and
John Wharton and
Deborah Whitehorn and
Andrew O. M. Wilkie and
Brian T. Wilson and
Edwin K. S. Wong and
Nicholas W. Wood and
Yvette Wood and
Christopher Geoffrey Woods and
Emma R. Woodward and
Stephen J. Wort and
Austen Worth and
Michael Wright and
Katherine Yates and
Patrick F. K. Yong and
Timothy Young and
Ping Yu and
Patrick Yu{-}Wai{-}Man and
Eliska Zlamalova},
title = {Whole-genome sequencing of patients with rare diseases in a national
health system},
journal = {Nat.},
volume = {583},
number = {7814},
pages = {96--102},
year = {2020},
url = {https://doi.org/10.1038/s41586-020-2434-2},
doi = {10.1038/S41586-020-2434-2},
timestamp = {Fri, 22 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nature/TurroAMGGSASFTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acns/McCoydPCSRHLW20,
author = {Michael McCoyd and
Won Park and
Steven Chen and
Neil Shah and
Ryan Roggenkemper and
Minjune Hwang and
Jason Xinyu Liu and
David A. Wagner},
editor = {Jianying Zhou and
Mauro Conti and
Chuadhry Mujeeb Ahmed and
Man Ho Au and
Lejla Batina and
Zhou Li and
Jingqiang Lin and
Eleonora Losiouk and
Bo Luo and
Suryadipta Majumdar and
Weizhi Meng and
Mart{\'{\i}}n Ochoa and
Stjepan Picek and
Georgios Portokalidis and
Cong Wang and
Kehuan Zhang},
title = {Minority Reports Defense: Defending Against Adversarial Patches},
booktitle = {Applied Cryptography and Network Security Workshops - {ACNS} 2020
Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S{\&}P, SCI,
SecMT, and SiMLA, Rome, Italy, October 19-22, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12418},
pages = {564--582},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-61638-0\_31},
doi = {10.1007/978-3-030-61638-0\_31},
timestamp = {Thu, 18 Feb 2021 13:46:45 +0100},
biburl = {https://dblp.org/rec/conf/acns/McCoydPCSRHLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/ShahRMSP20,
author = {Neil Shah and
Sreeraj R and
Maulik C. Madhavi and
Nirmesh J. Shah and
Hemant A. Patil},
title = {Query-By-Example Spoken Term Detection Using Generative Adversarial
Network},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} 2020, Auckland, New Zealand, December
7-10, 2020},
pages = {644--648},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/document/9306256},
timestamp = {Thu, 11 Feb 2021 11:44:30 +0100},
biburl = {https://dblp.org/rec/conf/apsipa/ShahRMSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/ShahA20,
author = {Neil Shah and
Dharmeshkumar M. Agrawal},
title = {Impact of Minimum Hyperspherical Energy Regularization on Time-Frequency
Domain Networks for Singing Voice Separation},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} 2020, Auckland, New Zealand, December
7-10, 2020},
pages = {727--733},
publisher = {{IEEE}},
year = {2020},
url = {https://ieeexplore.ieee.org/document/9306441},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsipa/ShahA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KaghazgaranBNS20,
author = {Parisa Kaghazgaran and
Maarten W. Bos and
Leonardo Neves and
Neil Shah},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {Social Factors in Closed-Network Content Consumption},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {595--604},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3411935},
doi = {10.1145/3340531.3411935},
timestamp = {Mon, 14 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KaghazgaranBNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/JoshiSBN20,
author = {Brihi Joshi and
Neil Shah and
Francesco Barbieri and
Leonardo Neves},
editor = {Donia Scott and
N{\'{u}}ria Bel and
Chengqing Zong},
title = {The Devil is in the Details: Evaluating Limitations of Transformer-based
Methods for Granular Tasks},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020, Barcelona, Spain (Online), December 8-13,
2020},
pages = {3652--3659},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-main.326},
doi = {10.18653/V1/2020.COLING-MAIN.326},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/JoshiSBN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangLSSMW20,
author = {Xianfeng Tang and
Yozen Liu and
Neil Shah and
Xiaolin Shi and
Prasenjit Mitra and
Suhang Wang},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Knowing your {FATE:} Friendship, Action and Temporal Explanations
for User Engagement Prediction on Social Apps},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {2269--2279},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403276},
doi = {10.1145/3394486.3403276},
timestamp = {Tue, 09 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangLSSMW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AbdaliSP20,
author = {Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Semi-supervised Multi-aspect Detection of Misinformation Using Hierarchical
Joint Decomposition},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {406--422},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_25},
doi = {10.1007/978-3-030-67670-4\_25},
timestamp = {Mon, 01 Mar 2021 11:15:30 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/AbdaliSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13799,
author = {Michael McCoyd and
Won Park and
Steven Chen and
Neil Shah and
Ryan Roggenkemper and
Minjune Hwang and
Jason Xinyu Liu and
David A. Wagner},
title = {Minority Reports Defense: Defending Against Adversarial Patches},
journal = {CoRR},
volume = {abs/2004.13799},
year = {2020},
url = {https://arxiv.org/abs/2004.13799},
eprinttype = {arXiv},
eprint = {2004.13799},
timestamp = {Sat, 02 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-13799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-04310,
author = {Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
title = {HiJoD: Semi-Supervised Multi-aspect Detection of Misinformation using
Hierarchical Joint Decomposition},
journal = {CoRR},
volume = {abs/2005.04310},
year = {2020},
url = {https://arxiv.org/abs/2005.04310},
eprinttype = {arXiv},
eprint = {2005.04310},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-04310.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06427,
author = {Xianfeng Tang and
Yozen Liu and
Neil Shah and
Xiaolin Shi and
Prasenjit Mitra and
Suhang Wang},
title = {Knowing your {FATE:} Friendship, Action and Temporal Explanations
for User Engagement Prediction on Social Apps},
journal = {CoRR},
volume = {abs/2006.06427},
year = {2020},
url = {https://arxiv.org/abs/2006.06427},
eprinttype = {arXiv},
eprint = {2006.06427},
timestamp = {Sat, 13 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-06830,
author = {Tong Zhao and
Yozen Liu and
Leonardo Neves and
Oliver J. Woodford and
Meng Jiang and
Neil Shah},
title = {Data Augmentation for Graph Neural Networks},
journal = {CoRR},
volume = {abs/2006.06830},
year = {2020},
url = {https://arxiv.org/abs/2006.06830},
eprinttype = {arXiv},
eprint = {2006.06830},
timestamp = {Fri, 02 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-06830.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-14030,
author = {Neil Shah and
Grant Ho and
Marco Schweighauser and
M. H. Afifi and
Asaf Cidon and
David A. Wagner},
title = {A Large-Scale Analysis of Attacker Activity in Compromised Enterprise
Accounts},
journal = {CoRR},
volume = {abs/2007.14030},
year = {2020},
url = {https://arxiv.org/abs/2007.14030},
eprinttype = {arXiv},
eprint = {2007.14030},
timestamp = {Mon, 03 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14030.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-01777,
author = {Yao Ma and
Xiaorui Liu and
Tong Zhao and
Yozen Liu and
Jiliang Tang and
Neil Shah},
title = {A Unified View on Graph Neural Networks as Graph Signal Denoising},
journal = {CoRR},
volume = {abs/2010.01777},
year = {2020},
url = {https://arxiv.org/abs/2010.01777},
eprinttype = {arXiv},
eprint = {2010.01777},
timestamp = {Mon, 12 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-01777.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01196,
author = {Brihi Joshi and
Neil Shah and
Francesco Barbieri and
Leonardo Neves},
title = {The Devil is in the Details: Evaluating Limitations of Transformer-based
Methods for Granular Tasks},
journal = {CoRR},
volume = {abs/2011.01196},
year = {2020},
url = {https://arxiv.org/abs/2011.01196},
eprinttype = {arXiv},
eprint = {2011.01196},
timestamp = {Fri, 06 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03063,
author = {Shubhranshu Shekhar and
Neil Shah and
Leman Akoglu},
title = {{FAIROD:} Fairness-aware Outlier Detection},
journal = {CoRR},
volume = {abs/2012.03063},
year = {2020},
url = {https://arxiv.org/abs/2012.03063},
eprinttype = {arXiv},
eprint = {2012.03063},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/KwangMRKBKAHJSW19,
author = {Henry Kwang and
Eric Mou and
Ilana Richman and
Andre Kumar and
Caroline Berube and
Rajani Kaimal and
Neera Ahuja and
Stephanie Harman and
Tyler Johnson and
Neil Shah and
Ronald Witteles and
Robert Harrington and
Lisa Shieh and
Jason Hom},
title = {Thrombophilia testing in the inpatient setting: impact of an educational
intervention},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {19},
number = {1},
pages = {167:1--167:8},
year = {2019},
url = {https://doi.org/10.1186/s12911-019-0889-6},
doi = {10.1186/S12911-019-0889-6},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/midm/KwangMRKBKAHJSW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/JainNLSK19,
author = {Shreya Jain and
Dipankar Niranjan and
Hemank Lamba and
Neil Shah and
Ponnurangam Kumaraguru},
editor = {Francesca Spezzano and
Wei Chen and
Xiaokui Xiao},
title = {Characterizing and detecting livestreaming chatbots},
booktitle = {{ASONAM} '19: International Conference on Advances in Social Networks
Analysis and Mining, Vancouver, British Columbia, Canada, 27-30 August,
2019},
pages = {683--690},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3341161.3345308},
doi = {10.1145/3341161.3345308},
timestamp = {Sat, 09 Apr 2022 12:39:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/JainNLSK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/HabibSV19,
author = {Hana Habib and
Neil Shah and
Rajan Vaish},
editor = {Stephen A. Brewster and
Geraldine Fitzpatrick and
Anna L. Cox and
Vassilis Kostakos},
title = {Impact of Contextual Factors on Snapchat Public Sharing},
booktitle = {Proceedings of the 2019 {CHI} Conference on Human Factors in Computing
Systems, {CHI} 2019, Glasgow, Scotland, UK, May 04-09, 2019},
pages = {26},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3290605.3300256},
doi = {10.1145/3290605.3300256},
timestamp = {Sun, 02 Jun 2019 21:13:35 +0200},
biburl = {https://dblp.org/rec/conf/chi/HabibSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/Shah19,
author = {Neil Shah},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {{FARE:} Schema-Agnostic Anomaly Detection in Social Event Logs},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {337--350},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00049},
doi = {10.1109/DSAA.2019.00049},
timestamp = {Thu, 06 Feb 2020 15:53:51 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/Shah19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NilforoshanS19,
author = {Hamed Nilforoshan and
Neil Shah},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {SliceNDice: Mining Suspicious Multi-Attribute Entity Groups with Multi-View
Graphs},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {351--363},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00050},
doi = {10.1109/DSAA.2019.00050},
timestamp = {Thu, 06 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/NilforoshanS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LambaS19,
author = {Hemank Lamba and
Neil Shah},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {Modeling Dwell Time Engagement on Visual Multimedia},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1104--1113},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330973},
doi = {10.1145/3292500.3330973},
timestamp = {Tue, 16 Aug 2022 23:04:27 +0200},
biburl = {https://dblp.org/rec/conf/kdd/LambaS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HanS19,
author = {Richard Han and
Neil Shah},
editor = {Sihem Amer{-}Yahia and
Mohammad Mahdian and
Ashish Goel and
Geert{-}Jan Houben and
Kristina Lerman and
Julian J. McAuley and
Ricardo Baeza{-}Yates and
Leila Zia},
title = {Cybersafety 2019: The 4th Workshop on Computational Methods in Online
Misbehavior},
booktitle = {Companion of The 2019 World Wide Web Conference, {WWW} 2019, San Francisco,
CA, USA, May 13-17, 2019},
pages = {146--147},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3308560.3316493},
doi = {10.1145/3308560.3316493},
timestamp = {Fri, 17 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/HanS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-07033,
author = {Hana Habib and
Neil Shah and
Rajan Vaish},
title = {Impact of Contextual Factors on Snapchat Public Sharing},
journal = {CoRR},
volume = {abs/1903.07033},
year = {2019},
url = {http://arxiv.org/abs/1903.07033},
eprinttype = {arXiv},
eprint = {1903.07033},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-07033.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07087,
author = {Hamed Nilforoshan and
Neil Shah},
title = {SliceNDice: Mining Suspicious Multi-attribute Entity Groups with Multi-view
Graphs},
journal = {CoRR},
volume = {abs/1908.07087},
year = {2019},
url = {http://arxiv.org/abs/1908.07087},
eprinttype = {arXiv},
eprint = {1908.07087},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07087.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/LiuSSK18,
author = {Yike Liu and
Tara Safavi and
Neil Shah and
Danai Koutra},
title = {Reducing large graphs to small supergraphs: a unified approach},
journal = {Soc. Netw. Anal. Min.},
volume = {8},
number = {1},
pages = {17},
year = {2018},
url = {https://doi.org/10.1007/s13278-018-0491-4},
doi = {10.1007/S13278-018-0491-4},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/LiuSSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/ShahPS18,
author = {Neil Shah and
Hemant A. Patil and
Meet H. Soni},
title = {Time-Frequency Mask-based Speech Enhancement using Convolutional Generative
Adversarial Network},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} {ASC} 2018, Honolulu, HI, USA, November
12-15, 2018},
pages = {1246--1251},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/APSIPA.2018.8659692},
doi = {10.23919/APSIPA.2018.8659692},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/apsipa/ShahPS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/ShahSSP18,
author = {Nirmesh J. Shah and
R. Sreeraj and
Neil Shah and
Hemant A. Patil},
title = {Novel Inter Mixture Weighted {GMM} Posteriorgram for {DNN} and GAN-based
Voice Conversion},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} {ASC} 2018, Honolulu, HI, USA, November
12-15, 2018},
pages = {1776--1781},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/APSIPA.2018.8659638},
doi = {10.23919/APSIPA.2018.8659638},
timestamp = {Sat, 09 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsipa/ShahSSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsipa/TapkirPSP18,
author = {Prasad A. Tapkir and
Ankur T. Patil and
Neil Shah and
Hemant A. Patil},
title = {Novel Spectral Root Cepstral Features for Replay Spoof Detection},
booktitle = {Asia-Pacific Signal and Information Processing Association Annual
Summit and Conference, {APSIPA} {ASC} 2018, Honolulu, HI, USA, November
12-15, 2018},
pages = {1945--1950},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.23919/APSIPA.2018.8659746},
doi = {10.23919/APSIPA.2018.8659746},
timestamp = {Sat, 09 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsipa/TapkirPSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/GuachoASP18,
author = {Gisel Bastidas Guacho and
Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
editor = {Ulrik Brandes and
Chandan Reddy and
Andrea Tagarelli},
title = {Semi-supervised Content-Based Detection of Misinformation via Tensor
Embeddings},
booktitle = {{IEEE/ACM} 2018 International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2018, Barcelona, Spain, August 28-31,
2018},
pages = {322--325},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ASONAM.2018.8508241},
doi = {10.1109/ASONAM.2018.8508241},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/GuachoASP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SoniSP18,
author = {Meet H. Soni and
Neil Shah and
Hemant A. Patil},
title = {Time-Frequency Masking-Based Speech Enhancement Using Generative Adversarial
Network},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {5039--5043},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462068},
doi = {10.1109/ICASSP.2018.8462068},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SoniSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ShahSP18,
author = {Neil Shah and
Nirmesh J. Shah and
Hemant A. Patil},
editor = {B. Yegnanarayana},
title = {Effectiveness of Generative Adversarial Network for Non-Audible Murmur-to-Whisper
Speech Conversion},
booktitle = {Interspeech 2018, 19th Annual Conference of the International Speech
Communication Association, Hyderabad, India, 2-6 September 2018},
pages = {3157--3161},
publisher = {{ISCA}},
year = {2018},
url = {https://doi.org/10.21437/Interspeech.2018-1565},
doi = {10.21437/INTERSPEECH.2018-1565},
timestamp = {Fri, 21 May 2021 08:16:43 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ShahSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuptaESAF18,
author = {Nikhil Gupta and
Dhivya Eswaran and
Neil Shah and
Leman Akoglu and
Christos Faloutsos},
editor = {Michele Berlingerio and
Francesco Bonchi and
Thomas G{\"{a}}rtner and
Neil Hurley and
Georgiana Ifrim},
title = {Beyond Outlier Detection: LookOut for Pictorial Explanation},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2018, Dublin, Ireland, September 10-14, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11051},
pages = {122--138},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-10925-7\_8},
doi = {10.1007/978-3-030-10925-7\_8},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuptaESAF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/KumarKSF18,
author = {Rohan Kumar and
Mohit Kumar and
Neil Shah and
Christos Faloutsos},
editor = {Jon Degenhardt and
Giuseppe Di Fabbrizio and
Surya Kallumadi and
Mohit Kumar and
Andrew Trotman and
Yiu{-}Chang Lin and
Huasha Zhao},
title = {Did We Get It Right? Predicting Query Performance in e-Commerce Search},
booktitle = {The {SIGIR} 2018 Workshop On eCommerce co-located with the 41st International
{ACM} {SIGIR} Conference on Research and Development in Information
Retrieval {(SIGIR} 2018), Ann Arbor, Michigan, USA, July 12, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2319},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2319/paper23.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:17 +0100},
biburl = {https://dblp.org/rec/conf/sigir/KumarKSF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-08559,
author = {Srijan Kumar and
Neil Shah},
title = {False Information on Web and Social Media: {A} Survey},
journal = {CoRR},
volume = {abs/1804.08559},
year = {2018},
url = {http://arxiv.org/abs/1804.08559},
eprinttype = {arXiv},
eprint = {1804.08559},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-08559.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-09088,
author = {Gisel Bastidas Guacho and
Sara Abdali and
Neil Shah and
Evangelos E. Papalexakis},
title = {Semi-supervised Content-based Detection of Misinformation via Tensor
Embeddings},
journal = {CoRR},
volume = {abs/1804.09088},
year = {2018},
url = {http://arxiv.org/abs/1804.09088},
eprinttype = {arXiv},
eprint = {1804.09088},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-09088.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00239,
author = {Rohan Kumar and
Mohit Kumar and
Neil Shah and
Christos Faloutsos},
title = {Did We Get It Right? Predicting Query Performance in E-commerce Search},
journal = {CoRR},
volume = {abs/1808.00239},
year = {2018},
url = {http://arxiv.org/abs/1808.00239},
eprinttype = {arXiv},
eprint = {1808.00239},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/ShahKJZGF17,
author = {Neil Shah and
Danai Koutra and
Lisa Jin and
Tianmin Zou and
Brian Gallagher and
Christos Faloutsos},
title = {On Summarizing Large-Scale Dynamic Graphs},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {3},
pages = {75--88},
year = {2017},
url = {http://sites.computer.org/debull/A17sept/p75.pdf},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/debu/ShahKJZGF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/HooiSSBSF17,
author = {Bryan Hooi and
Kijung Shin and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Christos Faloutsos},
title = {Graph-Based Fraud Detection in the Face of Camouflage},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {4},
pages = {44:1--44:26},
year = {2017},
url = {https://doi.org/10.1145/3056563},
doi = {10.1145/3056563},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/HooiSSBSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/JuanSTQMF17,
author = {Da{-}Cheng Juan and
Neil Shah and
Mingyu Tang and
Zhiliang Qian and
Diana Marculescu and
Christos Faloutsos},
title = {{M3A:} Model, MetaModel and Anomaly Detection for Inter-arrivals of
Web Searches and Postings},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {341--350},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.2},
doi = {10.1109/DSAA.2017.2},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/JuanSTQMF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahLBF17,
author = {Neil Shah and
Hemank Lamba and
Alex Beutel and
Christos Faloutsos},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {The Many Faces of Link Fraud},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {1069--1074},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.140},
doi = {10.1109/ICDM.2017.140},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/Shah17,
author = {Neil Shah},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {{FLOCK:} Combating Astroturfing on Livestreaming Platforms},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {1083--1091},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052617},
doi = {10.1145/3038912.3052617},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/Shah17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahLBF17,
author = {Neil Shah and
Hemank Lamba and
Alex Beutel and
Christos Faloutsos},
title = {{OEC:} Open-Ended Classification for Future-Proof Link-Fraud Detection},
journal = {CoRR},
volume = {abs/1704.01420},
year = {2017},
url = {http://arxiv.org/abs/1704.01420},
eprinttype = {arXiv},
eprint = {1704.01420},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahLBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1710-05333,
author = {Nikhil Gupta and
Dhivya Eswaran and
Neil Shah and
Leman Akoglu and
Christos Faloutsos},
title = {LookOut on Time-Evolving Graphs: Succinctly Explaining Anomalies from
Any Detector},
journal = {CoRR},
volume = {abs/1710.05333},
year = {2017},
url = {http://arxiv.org/abs/1710.05333},
eprinttype = {arXiv},
eprint = {1710.05333},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-05333.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/KoutraSVGF16,
author = {Danai Koutra and
Neil Shah and
Joshua T. Vogelstein and
Brian Gallagher and
Christos Faloutsos},
title = {DeltaCon: Principled Massive-Graph Similarity Function with Attribution},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {28:1--28:43},
year = {2016},
url = {https://doi.org/10.1145/2824443},
doi = {10.1145/2824443},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/KoutraSVGF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBHAGMKF16,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {327--334},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0053},
doi = {10.1109/ICDMW.2016.0053},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBHAGMKF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HooiSBSSF16,
author = {Bryan Hooi and
Hyun Ah Song and
Alex Beutel and
Neil Shah and
Kijung Shin and
Christos Faloutsos},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {{FRAUDAR:} Bounding Graph Fraud in the Face of Camouflage},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {895--904},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939747},
doi = {10.1145/2939672.2939747},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/HooiSBSSF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HooiSBGAKMF16,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
editor = {Sanjay Chawla Venkatasubramanian and
Wagner Meira Jr.},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
booktitle = {Proceedings of the 2016 {SIAM} International Conference on Data Mining,
Miami, Florida, USA, May 5-7, 2016},
pages = {495--503},
publisher = {{SIAM}},
year = {2016},
url = {https://doi.org/10.1137/1.9781611974348.56},
doi = {10.1137/1.9781611974348.56},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/HooiSBGAKMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JuanSTQMF16,
author = {Da{-}Cheng Juan and
Neil Shah and
Mingyu Tang and
Zhiliang Qian and
Diana Marculescu and
Christos Faloutsos},
title = {{M3A:} Model, MetaModel, and Anomaly Detection in Web Searches},
journal = {CoRR},
volume = {abs/1606.05978},
year = {2016},
url = {http://arxiv.org/abs/1606.05978},
eprinttype = {arXiv},
eprint = {1606.05978},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JuanSTQMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Shah16,
author = {Neil Shah},
title = {{FLOCK:} Combating Astroturfing on Livestreaming Platforms},
journal = {CoRR},
volume = {abs/1610.01096},
year = {2016},
url = {http://arxiv.org/abs/1610.01096},
eprinttype = {arXiv},
eprint = {1610.01096},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Shah16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ShahKZGF15,
author = {Neil Shah and
Danai Koutra and
Tianmin Zou and
Brian Gallagher and
Christos Faloutsos},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {TimeCrunch: Interpretable Dynamic Graph Summarization},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1055--1064},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783321},
doi = {10.1145/2783258.2783321},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ShahKZGF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSFV15,
author = {Maria Giatsoglou and
Despoina Chatzakou and
Neil Shah and
Christos Faloutsos and
Athena Vakali},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {Retweeting Activity on Twitter: Signs of Deception},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9077},
pages = {122--134},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18038-0\_10},
doi = {10.1007/978-3-319-18038-0\_10},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSFV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GiatsoglouCSBFV15,
author = {Maria Giatsoglou and
Despoina Chatzakou and
Neil Shah and
Alex Beutel and
Christos Faloutsos and
Athena Vakali},
editor = {Tru H. Cao and
Ee{-}Peng Lim and
Zhi{-}Hua Zhou and
Tu Bao Ho and
David Wai{-}Lok Cheung and
Hiroshi Motoda},
title = {ND-Sync: Detecting Synchronized Fraud Activities},
booktitle = {Advances in Knowledge Discovery and Data Mining - 19th Pacific-Asia
Conference, {PAKDD} 2015, Ho Chi Minh City, Vietnam, May 19-22, 2015,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9078},
pages = {201--214},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18032-8\_16},
doi = {10.1007/978-3-319-18032-8\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GiatsoglouCSBFV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahS15b,
author = {Neil Shah and
Yang Song},
title = {S-index: Towards Better Metrics for Quantifying Research Impact},
journal = {CoRR},
volume = {abs/1507.03650},
year = {2015},
url = {http://arxiv.org/abs/1507.03650},
eprinttype = {arXiv},
eprint = {1507.03650},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahS15b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBHAGMKF15,
author = {Neil Shah and
Alex Beutel and
Bryan Hooi and
Leman Akoglu and
Stephan G{\"{u}}nnemann and
Disha Makhija and
Mohit Kumar and
Christos Faloutsos},
title = {EdgeCentric: Anomaly Detection in Edge-Attributed Networks},
journal = {CoRR},
volume = {abs/1510.05544},
year = {2015},
url = {http://arxiv.org/abs/1510.05544},
eprinttype = {arXiv},
eprint = {1510.05544},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ShahBHAGMKF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HooiSBGAKMF15,
author = {Bryan Hooi and
Neil Shah and
Alex Beutel and
Stephan G{\"{u}}nnemann and
Leman Akoglu and
Mohit Kumar and
Disha Makhija and
Christos Faloutsos},
title = {{BIRDNEST:} Bayesian Inference for Ratings-Fraud Detection},
journal = {CoRR},
volume = {abs/1511.06030},
year = {2015},
url = {http://arxiv.org/abs/1511.06030},
eprinttype = {arXiv},
eprint = {1511.06030},
timestamp = {Fri, 26 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/HooiSBGAKMF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuSK15,
author = {Yike Liu and
Neil Shah and
Danai Koutra},
title = {An Empirical Comparison of the Summarization Power of Graph Clustering
Methods},
journal = {CoRR},
volume = {abs/1511.06820},
year = {2015},
url = {http://arxiv.org/abs/1511.06820},
eprinttype = {arXiv},
eprint = {1511.06820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuSK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShahBGF14,
author = {Neil Shah and
Alex Beutel and
Brian Gallagher and
Christos Faloutsos},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {959--964},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.36},
doi = {10.1109/ICDM.2014.36},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShahBGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShahBGF14,
author = {Neil Shah and
Alex Beutel and
Brian Gallagher and
Christos Faloutsos},
title = {Spotting Suspicious Link Behavior with fBox: An Adversarial Perspective},
journal = {CoRR},
volume = {abs/1410.3915},
year = {2014},
url = {http://arxiv.org/abs/1410.3915},
eprinttype = {arXiv},
eprint = {1410.3915},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShahBGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/LakshminarasimhanSEKCKLRS13,
author = {Sriram Lakshminarasimhan and
Neil Shah and
St{\'{e}}phane Ethier and
Seung{-}Hoe Ku and
Choong{-}Seock Chang and
Scott Klasky and
Robert Latham and
Robert B. Ross and
Nagiza F. Samatova},
title = {{ISABELA} for effective in situ compression of scientific data},
journal = {Concurr. Comput. Pract. Exp.},
volume = {25},
number = {4},
pages = {524--540},
year = {2013},
url = {https://doi.org/10.1002/cpe.2887},
doi = {10.1002/CPE.2887},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/LakshminarasimhanSEKCKLRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tlsdkcs/JenkinsALBSSECCKKRS13,
author = {John Jenkins and
Isha Arkatkar and
Sriram Lakshminarasimhan and
David A. Boyuka II and
Eric R. Schendel and
Neil Shah and
St{\'{e}}phane Ethier and
Choong{-}Seock Chang and
Jackie Chen and
Hemanth Kolla and
Scott Klasky and
Robert B. Ross and
Nagiza F. Samatova},
title = {{ALACRITY:} Analytics-Driven Lossless Data Compression for Rapid In-Situ
Indexing, Storing, and Querying},
journal = {Trans. Large Scale Data Knowl. Centered Syst.},
volume = {10},
pages = {95--114},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41221-9\_4},
doi = {10.1007/978-3-642-41221-9\_4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tlsdkcs/JenkinsALBSSECCKKRS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/PereraSTNS13,
author = {Sujan Perera and
Amit P. Sheth and
Krishnaprasad Thirunarayan and
Suhas Nair and
Neil Shah},
editor = {Ullas Nambiar and
Niranjan Thirumale},
title = {Challenges in understanding clinical notes: why {NLP} engines fall
short and where background knowledge can help},
booktitle = {Proceedings of the 2013 International Workshop on Data Management
{\&} Analytics for Healthcare, {DARE} 2013, San Francisco, California,
USA, November 1, 2013},
pages = {21--26},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2512410.2512427},
doi = {10.1145/2512410.2512427},
timestamp = {Tue, 06 Nov 2018 16:57:47 +0100},
biburl = {https://dblp.org/rec/conf/cikm/PereraSTNS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cluster/ShahSLPRS12,
author = {Neil Shah and
Eric R. Schendel and
Sriram Lakshminarasimhan and
Saurabh V. Pendse and
Terry Rogers and
Nagiza F. Samatova},
title = {Improving {I/O} Throughput with {PRIMACY:} Preconditioning ID-Mapper
for Compressing Incompressibility},
booktitle = {2012 {IEEE} International Conference on Cluster Computing, {CLUSTER}
2012, Beijing, China, September 24-28, 2012},
pages = {209--219},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/CLUSTER.2012.16},
doi = {10.1109/CLUSTER.2012.16},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cluster/ShahSLPRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/JenkinsALSSECCKKRS12,
author = {John Jenkins and
Isha Arkatkar and
Sriram Lakshminarasimhan and
Neil Shah and
Eric R. Schendel and
St{\'{e}}phane Ethier and
Choong{-}Seock Chang and
Jacqueline H. Chen and
Hemanth Kolla and
Scott Klasky and
Robert B. Ross and
Nagiza F. Samatova},
editor = {Stephen W. Liddle and
Klaus{-}Dieter Schewe and
A Min Tjoa and
Xiaofang Zhou},
title = {Analytics-Driven Lossless Data Compression for Rapid In-situ Indexing,
Storing, and Querying},
booktitle = {Database and Expert Systems Applications - 23rd International Conference,
{DEXA} 2012, Vienna, Austria, September 3-6, 2012. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {7447},
pages = {16--30},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32597-7\_2},
doi = {10.1007/978-3-642-32597-7\_2},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/JenkinsALSSECCKKRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/SchendelJSCCKEKLRS12,
author = {Eric R. Schendel and
Ye Jin and
Neil Shah and
Jackie Chen and
Choong{-}Seock Chang and
Seung{-}Hoe Ku and
St{\'{e}}phane Ethier and
Scott Klasky and
Robert Latham and
Robert B. Ross and
Nagiza F. Samatova},
editor = {Anastasios Kementsietsidis and
Marcos Antonio Vaz Salles},
title = {{ISOBAR} Preconditioner for Effective and High-throughput Lossless
Data Compression},
booktitle = {{IEEE} 28th International Conference on Data Engineering {(ICDE} 2012),
Washington, DC, {USA} (Arlington, Virginia), 1-5 April, 2012},
pages = {138--149},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDE.2012.114},
doi = {10.1109/ICDE.2012.114},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/SchendelJSCCKEKLRS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/europar/LakshminarasimhanSEKLRS11,
author = {Sriram Lakshminarasimhan and
Neil Shah and
St{\'{e}}phane Ethier and
Scott Klasky and
Robert Latham and
Robert B. Ross and
Nagiza F. Samatova},
editor = {Emmanuel Jeannot and
Raymond Namyst and
Jean Roman},
title = {Compressing the Incompressible with {ISABELA:} In-situ Reduction of
Spatio-temporal Data},
booktitle = {Euro-Par 2011 Parallel Processing - 17th International Conference,
Euro-Par 2011, Bordeaux, France, August 29 - September 2, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6852},
pages = {366--379},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23400-2\_34},
doi = {10.1007/978-3-642-23400-2\_34},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/europar/LakshminarasimhanSEKLRS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JinLSGCCEKKKLRSS11,
author = {Ye Jin and
Sriram Lakshminarasimhan and
Neil Shah and
Zhenhuan Gong and
Choong{-}Seock Chang and
Jackie Chen and
St{\'{e}}phane Ethier and
Hemanth Kolla and
Seung{-}Hoe Ku and
Scott Klasky and
Robert Latham and
Robert B. Ross and
Karen Schuchardt and
Nagiza F. Samatova},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {S-preconditioner for Multi-fold Data Reduction with Guaranteed User-Controlled
Accuracy},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {290--299},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.138},
doi = {10.1109/ICDM.2011.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JinLSGCCEKKKLRSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/AzuhSISPBBVFP09,
author = {Ogochukwu Azuh and
Ayan Sen and
Rubinfeld Ilan and
Neil Shah and
Alton Parker and
Dionne Blyden and
Autumn Broady and
Vic Velanovich and
Anthony Falvo and
Pat Patton},
title = {Heralding New Ringtones of Patient Safety: Blackberry-based Clinical
Communication and Telementoring in Laparoscopic Surgery},
booktitle = {{AMIA} 2009, American Medical Informatics Association Annual Symposium,
San Francisco, CA, USA, November 14-18, 2009},
publisher = {{AMIA}},
year = {2009},
url = {https://knowledge.amia.org/amia-55142-a2009a-1.626575/t-001-1.627318/f-001-1.627319/a-004-1.627709/a-005-1.627706},
timestamp = {Wed, 17 Apr 2024 11:48:10 +0200},
biburl = {https://dblp.org/rec/conf/amia/AzuhSISPBBVFP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iadis/BreimyerKHSS09,
author = {Paul Breimyer and
Guruprasad Kora and
William Hendrix and
Neil Shah and
Nagiza F. Samatova},
editor = {Hans Weghorn and
Pedro T. Isa{\'{\i}}as},
title = {{PR:} Automatic parallelization of data-parallel statistical computing
codes for {R} in hybrid multi-node and multi-core environments},
booktitle = {Proceedings of the {IADIS} International Conference Applied Computing
2009, 19-21 November, Rome, Italy, 2 Volumes},
pages = {28--32},
publisher = {{IADIS} Press},
year = {2009},
timestamp = {Tue, 04 Oct 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iadis/BreimyerKHSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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