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ORCIDBibTeX records: Karthik Subbian
@article{DBLP:journals/corr/abs-2403-00923,
author = {Nurendra Choudhary and
Edward W. Huang and
Karthik Subbian and
Chandan K. Reddy},
title = {An Interpretable Ensemble of Graph and Language Models for Improving
Search Relevance in E-Commerce},
journal = {CoRR},
volume = {abs/2403.00923},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.00923},
doi = {10.48550/ARXIV.2403.00923},
eprinttype = {arXiv},
eprint = {2403.00923},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-00923.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuHQHXZSW23,
author = {Zixuan Liu and
Gaurush Hiranandani and
Kun Qian and
Edward W. Huang and
Yi Xu and
Belinda Zeng and
Karthik Subbian and
Sheng Wang},
editor = {Ingo Frommholz and
Frank Hopfgartner and
Mark Lee and
Michael Oakes and
Mounia Lalmas and
Min Zhang and
Rodrygo L. T. Santos},
title = {ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding},
booktitle = {Proceedings of the 32nd {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {1523--1533},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3583780.3614887},
doi = {10.1145/3583780.3614887},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiuHQHXZSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0009MLJ0WHLW0LC23,
author = {Wei Jin and
Haitao Mao and
Zheng Li and
Haoming Jiang and
Chen Luo and
Hongzhi Wen and
Haoyu Han and
Hanqing Lu and
Zhengyang Wang and
Ruirui Li and
Zhen Li and
Monica Xiao Cheng and
Rahul Goutam and
Haiyang Zhang and
Karthik Subbian and
Suhang Wang and
Yizhou Sun and
Jiliang Tang and
Bing Yin and
Xianfeng Tang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Amazon-M2: {A} Multilingual Multi-locale Shopping Session Dataset
for Recommendation and Text Generation},
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/193df57a2366d032fb18dcac0698d09a-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Sat, 20 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/0009MLJ0WHLW0LC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/HanHZ0WS23,
author = {Yan Han and
Edward W. Huang and
Wenqing Zheng and
Nikhil Rao and
Zhangyang Wang and
Karthik Subbian},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {Search Behavior Prediction: {A} Hypergraph Perspective},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {697--705},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570403},
doi = {10.1145/3539597.3570403},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wsdm/HanHZ0WS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-14189,
author = {Wenqing Zheng and
Edward W. Huang and
Nikhil Rao and
Zhangyang Wang and
Karthik Subbian},
title = {You Only Transfer What You Share: Intersection-Induced Graph Transfer
Learning for Link Prediction},
journal = {CoRR},
volume = {abs/2302.14189},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.14189},
doi = {10.48550/ARXIV.2302.14189},
eprinttype = {arXiv},
eprint = {2302.14189},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-14189.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-09887,
author = {Jiong Zhu and
Aishwarya Reganti and
Edward W. Huang and
Charles Dickens and
Nikhil Rao and
Karthik Subbian and
Danai Koutra},
title = {Simplifying Distributed Neural Network Training on Massive Graphs:
Randomized Partitions Improve Model Aggregation},
journal = {CoRR},
volume = {abs/2305.09887},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.09887},
doi = {10.48550/ARXIV.2305.09887},
eprinttype = {arXiv},
eprint = {2305.09887},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-09887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-09688,
author = {Wei Jin and
Haitao Mao and
Zheng Li and
Haoming Jiang and
Chen Luo and
Hongzhi Wen and
Haoyu Han and
Hanqing Lu and
Zhengyang Wang and
Ruirui Li and
Zhen Li and
Monica Xiao Cheng and
Rahul Goutam and
Haiyang Zhang and
Karthik Subbian and
Suhang Wang and
Yizhou Sun and
Jiliang Tang and
Bing Yin and
Xianfeng Tang},
title = {Amazon-M2: {A} Multilingual Multi-locale Shopping Session Dataset
for Recommendation and Text Generation},
journal = {CoRR},
volume = {abs/2307.09688},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.09688},
doi = {10.48550/ARXIV.2307.09688},
eprinttype = {arXiv},
eprint = {2307.09688},
timestamp = {Sun, 20 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-09688.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-03209,
author = {Kaidi Cao and
Rui Deng and
Shirley Wu and
Edward W. Huang and
Karthik Subbian and
Jure Leskovec},
title = {Communication-Free Distributed {GNN} Training with Vertex Cut},
journal = {CoRR},
volume = {abs/2308.03209},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.03209},
doi = {10.48550/ARXIV.2308.03209},
eprinttype = {arXiv},
eprint = {2308.03209},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-03209.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-04865,
author = {Zixuan Liu and
Gaurush Hiranandani and
Kun Qian and
Eddie W. Huang and
Yi Xu and
Belinda Zeng and
Karthik Subbian and
Sheng Wang},
title = {ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding},
journal = {CoRR},
volume = {abs/2310.04865},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.04865},
doi = {10.48550/ARXIV.2310.04865},
eprinttype = {arXiv},
eprint = {2310.04865},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-04865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15520,
author = {Charles Dickens and
Eddie W. Huang and
Aishwarya Reganti and
Jiong Zhu and
Karthik Subbian and
Danai Koutra},
title = {Graph Coarsening via Convolution Matching for Scalable Graph Neural
Network Training},
journal = {CoRR},
volume = {abs/2312.15520},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15520},
doi = {10.48550/ARXIV.2312.15520},
eprinttype = {arXiv},
eprint = {2312.15520},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/ChoudharyASR22,
author = {Nurendra Choudhary and
Charu C. Aggarwal and
Karthik Subbian and
Chandan K. Reddy},
title = {Self-supervised Short-text Modeling through Auxiliary Context Generation},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {13},
number = {3},
pages = {51:1--51:21},
year = {2022},
url = {https://doi.org/10.1145/3511712},
doi = {10.1145/3511712},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/ChoudharyASR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0002LJCLYSSW22,
author = {Zijie Huang and
Zheng Li and
Haoming Jiang and
Tianyu Cao and
Hanqing Lu and
Bing Yin and
Karthik Subbian and
Yizhou Sun and
Wei Wang},
editor = {Smaranda Muresan and
Preslav Nakov and
Aline Villavicencio},
title = {Multilingual Knowledge Graph Completion with Self-Supervised Adaptive
Graph Alignment},
booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational
Linguistics (Volume 1: Long Papers), {ACL} 2022, Dublin, Ireland,
May 22-27, 2022},
pages = {474--485},
publisher = {Association for Computational Linguistics},
year = {2022},
url = {https://doi.org/10.18653/v1/2022.acl-long.36},
doi = {10.18653/V1/2022.ACL-LONG.36},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/0002LJCLYSSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ZhengH0KWS22,
author = {Wenqing Zheng and
Edward W. Huang and
Nikhil Rao and
Sumeet Katariya and
Zhangyang Wang and
Karthik Subbian},
title = {Cold Brew: Distilling Graph Node Representations with Incomplete or
Missing Neighborhoods},
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=1ugNpm7W6E},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ZhengH0KWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Choudhary0SR22,
author = {Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Chandan K. Reddy},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Graph-based Multilingual Language Model: Leveraging Product Relations
for Search Relevance},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {2789--2799},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539158},
doi = {10.1145/3534678.3539158},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Choudhary0SR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuBC0SL22,
author = {Weihua Hu and
Rajas Bansal and
Kaidi Cao and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Learning Backward Compatible Embeddings},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {3018--3028},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539194},
doi = {10.1145/3534678.3539194},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuBC0SL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Choudhary0SSR22,
author = {Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Srinivasan H. Sengamedu and
Chandan K. Reddy},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Hyperbolic Neural Networks: Theory, Architectures and Applications},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4778--4779},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542613},
doi = {10.1145/3534678.3542613},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Choudhary0SSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/log/ZhaoTZJ0SASYJ22,
author = {Tong Zhao and
Xianfeng Tang and
Danqing Zhang and
Haoming Jiang and
Nikhil Rao and
Yiwei Song and
Pallav Agrawal and
Karthik Subbian and
Bing Yin and
Meng Jiang},
editor = {Bastian Rieck and
Razvan Pascanu},
title = {AutoGDA: Automated Graph Data Augmentation for Node Classification},
booktitle = {Learning on Graphs Conference, LoG 2022, 9-12 December 2022, Virtual
Event},
series = {Proceedings of Machine Learning Research},
volume = {198},
pages = {32},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v198/zhao22a.html},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/log/ZhaoTZJ0SASYJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieKTH0SJ22,
author = {Yaochen Xie and
Sumeet Katariya and
Xianfeng Tang and
Edward W. Huang and
Nikhil Rao and
Karthik Subbian and
Shuiwang Ji},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Task-Agnostic Graph Explanations},
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/4eb7f0abf16d08e50ed42beb1e22e782-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieKTH0SJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ChoudharyRKSR22,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {K. Selcuk Candan and
Huan Liu and
Leman Akoglu and
Xin Luna Dong and
Jiliang Tang},
title = {{ANTHEM:} Attentive Hyperbolic Entity Model for Product Search},
booktitle = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
2022},
pages = {161--171},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3488560.3498456},
doi = {10.1145/3488560.3498456},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/ChoudharyRKSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001RWWJ0NMASLB22,
author = {Riccardo Tommasini and
Senjuti Basu Roy and
Xuan Wang and
Hongwei Wang and
Heng Ji and
Jiawei Han and
Preslav Nakov and
Giovanni Da San Martino and
Firoj Alam and
Markus Schedl and
Elisabeth Lex and
Akash Bharadwaj and
Graham Cormode and
Milan Dojchinovski and
Jan Forberg and
Johannes Frey and
Pieter Bonte and
Marco Balduini and
Matteo Belcao and
Emanuele Della Valle and
Junliang Yu and
Hongzhi Yin and
Tong Chen and
Haochen Liu and
Yiqi Wang and
Wenqi Fan and
Xiaorui Liu and
Jamell Dacon and
Lingjuan Lye and
Jiliang Tang and
Aristides Gionis and
Stefan Neumann and
Bruno Ordozgoiti and
Simon Razniewski and
Hiba Arnaout and
Shrestha Ghosh and
Fabian M. Suchanek and
Lingfei Wu and
Yu Chen and
Yunyao Li and
Bang Liu and
Filip Ilievski and
Daniel Garijo and
Hans Chalupsky and
Pedro A. Szekely and
Ilias Kanellos and
Dimitris Sacharidis and
Thanasis Vergoulis and
Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Srinivasan H. Sengamedu and
Chandan K. Reddy and
Friedhelm Victor and
Bernhard Haslhofer and
George Katsogiannis{-}Meimarakis and
Georgia Koutrika and
Shengmin Jin and
Danai Koutra and
Reza Zafarani and
Yulia Tsvetkov and
Vidhisha Balachandran and
Sachin Kumar and
Xiangyu Zhao and
Bo Chen and
Huifeng Guo and
Yejing Wang and
Ruiming Tang and
Yang Zhang and
Wenjie Wang and
Peng Wu and
Fuli Feng and
Xiangnan He},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Accepted Tutorials at The Web Conference 2022},
booktitle = {Companion of The Web Conference 2022, Virtual Event / Lyon, France,
April 25 - 29, 2022},
pages = {391--399},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3487553.3547182},
doi = {10.1145/3487553.3547182},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0001RWWJ0NMASLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/CuiTKRASL22,
author = {Limeng Cui and
Xianfeng Tang and
Sumeet Katariya and
Nikhil Rao and
Pallav Agrawal and
Karthik Subbian and
Dongwon Lee},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {{ALLIE:} Active Learning on Large-scale Imbalanced Graphs},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {690--698},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512229},
doi = {10.1145/3485447.3512229},
timestamp = {Thu, 23 Jun 2022 19:54:34 +0200},
biburl = {https://dblp.org/rec/conf/www/CuiTKRASL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-08335,
author = {Yaochen Xie and
Sumeet Katariya and
Xianfeng Tang and
Edward W. Huang and
Nikhil Rao and
Karthik Subbian and
Shuiwang Ji},
title = {Task-Agnostic Graph Explanations},
journal = {CoRR},
volume = {abs/2202.08335},
year = {2022},
url = {https://arxiv.org/abs/2202.08335},
eprinttype = {arXiv},
eprint = {2202.08335},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-08335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-14987,
author = {Zijie Huang and
Zheng Li and
Haoming Jiang and
Tianyu Cao and
Hanqing Lu and
Bing Yin and
Karthik Subbian and
Yizhou Sun and
Wei Wang},
title = {Multilingual Knowledge Graph Completion with Self-Supervised Adaptive
Graph Alignment},
journal = {CoRR},
volume = {abs/2203.14987},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.14987},
doi = {10.48550/ARXIV.2203.14987},
eprinttype = {arXiv},
eprint = {2203.14987},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-14987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-03040,
author = {Weihua Hu and
Rajas Bansal and
Kaidi Cao and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
title = {Learning Backward Compatible Embeddings},
journal = {CoRR},
volume = {abs/2206.03040},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.03040},
doi = {10.48550/ARXIV.2206.03040},
eprinttype = {arXiv},
eprint = {2206.03040},
timestamp = {Wed, 15 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-03040.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-06588,
author = {Chandan K. Reddy and
Llu{\'{\i}}s M{\`{a}}rquez and
Fran Valero and
Nikhil Rao and
Hugo Zaragoza and
Sambaran Bandyopadhyay and
Arnab Biswas and
Anlu Xing and
Karthik Subbian},
title = {Shopping Queries Dataset: {A} Large-Scale {ESCI} Benchmark for Improving
Product Search},
journal = {CoRR},
volume = {abs/2206.06588},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.06588},
doi = {10.48550/ARXIV.2206.06588},
eprinttype = {arXiv},
eprint = {2206.06588},
timestamp = {Tue, 21 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-06588.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-02368,
author = {Nurendra Choudhary and
Nikhil Rao and
Karthik Subbian and
Chandan K. Reddy},
title = {Text Enriched Sparse Hyperbolic Graph Convolutional Networks},
journal = {CoRR},
volume = {abs/2207.02368},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.02368},
doi = {10.48550/ARXIV.2207.02368},
eprinttype = {arXiv},
eprint = {2207.02368},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-02368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-14843,
author = {Weihua Hu and
Kaidi Cao and
Kexin Huang and
Edward W. Huang and
Karthik Subbian and
Jure Leskovec},
title = {TuneUp: {A} Training Strategy for Improving Generalization of Graph
Neural Networks},
journal = {CoRR},
volume = {abs/2210.14843},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.14843},
doi = {10.48550/ARXIV.2210.14843},
eprinttype = {arXiv},
eprint = {2210.14843},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-14843.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-13328,
author = {Yan Han and
Edward W. Huang and
Wenqing Zheng and
Nikhil Rao and
Zhangyang Wang and
Karthik Subbian},
title = {Search Behavior Prediction: {A} Hypergraph Perspective},
journal = {CoRR},
volume = {abs/2211.13328},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.13328},
doi = {10.48550/ARXIV.2211.13328},
eprinttype = {arXiv},
eprint = {2211.13328},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-13328.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AdhikariLRS21,
author = {Bijaya Adhikari and
Liangyue Li and
Nikhil Rao and
Karthik Subbian},
title = {Finding Needles in Heterogeneous Haystacks},
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 = {15232--15239},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i17.17787},
doi = {10.1609/AAAI.V35I17.17787},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/AdhikariLRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangYLRSL21,
author = {Andrew Z. Wang and
Rex Ying and
Pan Li and
Nikhil Rao and
Karthik Subbian and
Jure Leskovec},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Bipartite Dynamic Representations for Abuse Detection},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3638--3648},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467141},
doi = {10.1145/3447548.3467141},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WangYLRSL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChoudharyRKSR21,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Probabilistic Entity Representation Model for Reasoning over Knowledge
Graphs},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {23440--23451},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/c4d2ce3f3ebb5393a77c33c0cd95dc93-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChoudharyRKSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChoudharyRKSR21,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Self-Supervised Hyperboloid Representations from Logical Queries over
Knowledge Graphs},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {1373--1384},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449974},
doi = {10.1145/3442381.3449974},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/ChoudharyRKSR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-01965,
author = {Cuize Han and
Nikhil Rao and
Daria Sorokina and
Karthik Subbian},
title = {Scalable Feature Selection for (Multitask) Gradient Boosted Trees},
journal = {CoRR},
volume = {abs/2109.01965},
year = {2021},
url = {https://arxiv.org/abs/2109.01965},
eprinttype = {arXiv},
eprint = {2109.01965},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-01965.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13522,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
title = {Probabilistic Entity Representation Model for Reasoning over Knowledge
Graphs},
journal = {CoRR},
volume = {abs/2110.13522},
year = {2021},
url = {https://arxiv.org/abs/2110.13522},
eprinttype = {arXiv},
eprint = {2110.13522},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-13522.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04840,
author = {Wenqing Zheng and
Edward W. Huang and
Nikhil Rao and
Sumeet Katariya and
Zhangyang Wang and
Karthik Subbian},
title = {Cold Brew: Distilling Graph Node Representations with Incomplete or
Missing Neighborhoods},
journal = {CoRR},
volume = {abs/2111.04840},
year = {2021},
url = {https://arxiv.org/abs/2111.04840},
eprinttype = {arXiv},
eprint = {2111.04840},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/NguyenRS20,
author = {Thanh V. Nguyen and
Nikhil Rao and
Karthik Subbian},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Learning Robust Models for e-Commerce Product Search},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {6861--6869},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.614},
doi = {10.18653/V1/2020.ACL-MAIN.614},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/NguyenRS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/HanRSS20,
author = {Cuize Han and
Nikhil Rao and
Daria Sorokina and
Karthik Subbian},
editor = {Silvia Chiappa and
Roberto Calandra},
title = {Scalable Feature Selection for (Multitask) Gradient Boosted Trees},
booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
series = {Proceedings of Machine Learning Research},
volume = {108},
pages = {885--894},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v108/han20a.html},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/HanRSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/coling/TayalRAJSK20,
author = {Kshitij Tayal and
Nikhil Rao and
Saurabh Agarwal and
Xiaowei Jia and
Karthik Subbian and
Vipin Kumar},
editor = {Ann Clifton and
Courtney Napoles},
title = {Regularized Graph Convolutional Networks for Short Text Classification},
booktitle = {Proceedings of the 28th International Conference on Computational
Linguistics, {COLING} 2020 - Industry Track, Online, December 12,
2020},
pages = {236--242},
publisher = {International Committee on Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.coling-industry.22},
doi = {10.18653/V1/2020.COLING-INDUSTRY.22},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/coling/TayalRAJSK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/AhujaRKSR20,
author = {Aman Ahuja and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
editor = {James Caverlee and
Xia (Ben) Hu and
Mounia Lalmas and
Wei Wang},
title = {Language-Agnostic Representation Learning for Product Search on E-Commerce
Platforms},
booktitle = {{WSDM} '20: The Thirteenth {ACM} International Conference on Web Search
and Data Mining, Houston, TX, USA, February 3-7, 2020},
pages = {7--15},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3336191.3371852},
doi = {10.1145/3336191.3371852},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/AhujaRKSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-03624,
author = {Thanh Van Nguyen and
Nikhil Rao and
Karthik Subbian},
title = {Learning Robust Models for e-Commerce Product Search},
journal = {CoRR},
volume = {abs/2005.03624},
year = {2020},
url = {https://arxiv.org/abs/2005.03624},
eprinttype = {arXiv},
eprint = {2005.03624},
timestamp = {Thu, 03 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-03624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-13023,
author = {Nurendra Choudhary and
Nikhil Rao and
Sumeet Katariya and
Karthik Subbian and
Chandan K. Reddy},
title = {Self-Supervised Hyperboloid Representations from Logical Queries over
Knowledge Graphs},
journal = {CoRR},
volume = {abs/2012.13023},
year = {2020},
url = {https://arxiv.org/abs/2012.13023},
eprinttype = {arXiv},
eprint = {2012.13023},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-13023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SrinivasanRSG19,
author = {Sriram Srinivasan and
Nikhil S. Rao and
Karthik Subbian and
Lise Getoor},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {Identifying Facet Mismatches In Search Via Micrographs},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {1663--1672},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3357911},
doi = {10.1145/3357384.3357911},
timestamp = {Fri, 04 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SrinivasanRSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/KalimerisSSW18,
author = {Dimitris Kalimeris and
Yaron Singer and
Karthik Subbian and
Udi Weinsberg},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {Learning Diffusion using Hyperparameters},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {2425--2433},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/kalimeris18a.html},
timestamp = {Wed, 03 Apr 2019 18:17:30 +0200},
biburl = {https://dblp.org/rec/conf/icml/KalimerisSSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ChengKLLSSA18,
author = {Justin Cheng and
Jon M. Kleinberg and
Jure Leskovec and
David Liben{-}Nowell and
Bogdan State and
Karthik Subbian and
Lada A. Adamic},
title = {Do Diffusion Protocols Govern Cascade Growth?},
booktitle = {Proceedings of the Twelfth International Conference on Web and Social
Media, {ICWSM} 2018, Stanford, California, USA, June 25-28, 2018},
pages = {32--41},
publisher = {{AAAI} Press},
year = {2018},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM18/paper/view/17876},
timestamp = {Fri, 05 Feb 2021 11:07:47 +0100},
biburl = {https://dblp.org/rec/conf/icwsm/ChengKLLSSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-07368,
author = {Justin Cheng and
Jon M. Kleinberg and
Jure Leskovec and
David Liben{-}Nowell and
Bogdan State and
Karthik Subbian and
Lada A. Adamic},
title = {Do Diffusion Protocols Govern Cascade Growth?},
journal = {CoRR},
volume = {abs/1805.07368},
year = {2018},
url = {http://arxiv.org/abs/1805.07368},
eprinttype = {arXiv},
eprint = {1805.07368},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1805-07368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/SubbianA17,
author = {Karthik Subbian and
Charu C. Aggarwal},
title = {Mining Social Streams: Models and Applications},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {3},
pages = {100--109},
year = {2017},
url = {http://sites.computer.org/debull/A17sept/p100.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/SubbianA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KootiSMAL17,
author = {Farshad Kooti and
Karthik Subbian and
Winter A. Mason and
Lada A. Adamic and
Kristina Lerman},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Understanding Short-term Changes in Online Activity Sessions},
booktitle = {Proceedings of the 26th International Conference on World Wide Web
Companion, Perth, Australia, April 3-7, 2017},
pages = {555--563},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3041021.3054203},
doi = {10.1145/3041021.3054203},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/KootiSMAL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SubbianPA17,
author = {Karthik Subbian and
B. Aditya Prakash and
Lada A. Adamic},
editor = {Rick Barrett and
Rick Cummings and
Eugene Agichtein and
Evgeniy Gabrilovich},
title = {Detecting Large Reshare Cascades in Social Networks},
booktitle = {Proceedings of the 26th International Conference on World Wide Web,
{WWW} 2017, Perth, Australia, April 3-7, 2017},
pages = {597--605},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3038912.3052718},
doi = {10.1145/3038912.3052718},
timestamp = {Tue, 06 Nov 2018 16:57:07 +0100},
biburl = {https://dblp.org/rec/conf/www/SubbianPA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/SubbianAS16,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava},
title = {Mining Influencers Using Information Flows in Social Streams},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {10},
number = {3},
pages = {26:1--26:28},
year = {2016},
url = {https://doi.org/10.1145/2815625},
doi = {10.1145/2815625},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/SubbianAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SubbianAH16,
author = {Karthik Subbian and
Charu C. Aggarwal and
Kshiteesh Hegde},
editor = {Snehasis Mukhopadhyay and
ChengXiang Zhai and
Elisa Bertino and
Fabio Crestani and
Javed Mostafa and
Jie Tang and
Luo Si and
Xiaofang Zhou and
Yi Chang and
Yunyao Li and
Parikshit Sondhi},
title = {Recommendations For Streaming Data},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {2185--2190},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983663},
doi = {10.1145/2983323.2983663},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/SubbianAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/SubbianAS16,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava},
editor = {Paul N. Bennett and
Vanja Josifovski and
Jennifer Neville and
Filip Radlinski},
title = {Querying and Tracking Influencers in Social Streams},
booktitle = {Proceedings of the Ninth {ACM} International Conference on Web Search
and Data Mining, San Francisco, CA, USA, February 22-25, 2016},
pages = {493--502},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2835776.2835788},
doi = {10.1145/2835776.2835788},
timestamp = {Sun, 02 Jun 2019 21:11:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/SubbianAS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SubbianBB15,
author = {Karthik Subbian and
Arindam Banerjee and
Sugato Basu},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {{PLUMS:} Predicting Links Using Multiple Sources},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {370--378},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.42},
doi = {10.1137/1.9781611974010.42},
timestamp = {Thu, 28 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/SubbianBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/SubbianASK15,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava and
Vipin Kumar},
editor = {Suresh Venkatasubramanian and
Jieping Ye},
title = {Rare Class Detection in Networks},
booktitle = {Proceedings of the 2015 {SIAM} International Conference on Data Mining,
Vancouver, BC, Canada, April 30 - May 2, 2015},
pages = {406--414},
publisher = {{SIAM}},
year = {2015},
url = {https://doi.org/10.1137/1.9781611974010.46},
doi = {10.1137/1.9781611974010.46},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/SubbianASK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/KapoorSSS15,
author = {Komal Kapoor and
Karthik Subbian and
Jaideep Srivastava and
Paul R. Schrater},
editor = {Xueqi Cheng and
Hang Li and
Evgeniy Gabrilovich and
Jie Tang},
title = {Just in Time Recommendations: Modeling the Dynamics of Boredom in
Activity Streams},
booktitle = {Proceedings of the Eighth {ACM} International Conference on Web Search
and Data Mining, {WSDM} 2015, Shanghai, China, February 2-6, 2015},
pages = {233--242},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2684822.2685306},
doi = {10.1145/2684822.2685306},
timestamp = {Tue, 21 May 2019 11:38:33 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/KapoorSSS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/AggarwalS14,
author = {Charu C. Aggarwal and
Karthik Subbian},
title = {Evolutionary Network Analysis: {A} Survey},
journal = {{ACM} Comput. Surv.},
volume = {47},
number = {1},
pages = {10:1--10:36},
year = {2014},
url = {https://doi.org/10.1145/2601412},
doi = {10.1145/2601412},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/AggarwalS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/SubbianSWS14,
author = {Karthik Subbian and
Dhruv Sharma and
Zhen Wen and
Jaideep Srivastava},
title = {Finding influencers in networks using social capital},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {219},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0219-z},
doi = {10.1007/S13278-014-0219-Z},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/SubbianSWS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SubbianSAS14,
author = {Karthik Subbian and
Chidananda Sridhar and
Charu C. Aggarwal and
Jaideep Srivastava},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Scalable Information Flow Mining in Networks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {130--146},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_9},
doi = {10.1007/978-3-662-44845-8\_9},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/SubbianSAS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/SubbianSWS13,
author = {Karthik Subbian and
Dhruv Sharma and
Zhen Wen and
Jaideep Srivastava},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Finding influencers in networks using social capital},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {592--599},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492552},
doi = {10.1145/2492517.2492552},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/SubbianSWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/SinghalSSKP13,
author = {Ayush Singhal and
Karthik Subbian and
Jaideep Srivastava and
Tamara G. Kolda and
Ali Pinar},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {Dynamics of trust reciprocation in multi-relational networks},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {661--665},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2555242},
doi = {10.1145/2492517.2555242},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/SinghalSSKP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/SubbianSWS13,
author = {Karthik Subbian and
Dhruv Sharma and
Zhen Wen and
Jaideep Srivastava},
editor = {Maria L. Gini and
Onn Shehory and
Takayuki Ito and
Catholijn M. Jonker},
title = {Social capital: the power of influencers in networks},
booktitle = {International conference on Autonomous Agents and Multi-Agent Systems,
{AAMAS} '13, Saint Paul, MN, USA, May 6-10, 2013},
pages = {1243--1244},
publisher = {{IFAAMAS}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2485164},
timestamp = {Thu, 09 Sep 2021 16:09:54 +0200},
biburl = {https://dblp.org/rec/conf/atal/SubbianSWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/SubbianAS13,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Content-centric flow mining for influence analysis in social streams},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {841--846},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505626},
doi = {10.1145/2505515.2505626},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/SubbianAS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/BanerjeeS13,
author = {Karthik Subbian and
Arindam Banerjee},
title = {Climate Multi-model Regression Using Spatial Smoothing},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {324--332},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.36},
doi = {10.1137/1.9781611972832.36},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/BanerjeeS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalSSY13,
author = {Karthik Subbian and
Charu C. Aggarwal and
Jaideep Srivastava and
Philip S. Yu},
title = {Community Detection with Prior Knowledge},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {405--413},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.45},
doi = {10.1137/1.9781611972832.45},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalSSY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-6385,
author = {Karthik Subbian and
Ayush Singhal and
Tamara G. Kolda and
Ali Pinar and
Jaideep Srivastava},
title = {On Reciprocity in Massively Multi-player Online Game Networks},
journal = {CoRR},
volume = {abs/1303.6385},
year = {2013},
url = {http://arxiv.org/abs/1303.6385},
eprinttype = {arXiv},
eprint = {1303.6385},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-6385.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/AgarwalRSMLGF12,
author = {Arvind Agarwal and
Hema Raghavan and
Karthik Subbian and
Prem Melville and
Richard D. Lawrence and
David Gondek and
James Fan},
editor = {Xue{-}wen Chen and
Guy Lebanon and
Haixun Wang and
Mohammed J. Zaki},
title = {Learning to rank for robust question answering},
booktitle = {21st {ACM} International Conference on Information and Knowledge Management,
CIKM'12, Maui, HI, USA, October 29 - November 02, 2012},
pages = {833--842},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2396761.2396867},
doi = {10.1145/2396761.2396867},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/AgarwalRSMLGF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SunVS12,
author = {John Z. Sun and
Kush R. Varshney and
Karthik Subbian},
title = {Dynamic matrix factorization: {A} state space approach},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {1897--1900},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288274},
doi = {10.1109/ICASSP.2012.6288274},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SunVS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/AggarwalS12,
author = {Charu C. Aggarwal and
Karthik Subbian},
title = {Event Detection in Social Streams},
booktitle = {Proceedings of the Twelfth {SIAM} International Conference on Data
Mining, Anaheim, California, USA, April 26-28, 2012},
pages = {624--635},
publisher = {{SIAM} / Omnipress},
year = {2012},
url = {https://doi.org/10.1137/1.9781611972825.54},
doi = {10.1137/1.9781611972825.54},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/AggarwalS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/SubbianM11,
author = {Karthik Subbian and
Prem Melville},
title = {Supervised Rank Aggregation for Predicting Influencers in Twitter},
booktitle = {PASSAT/SocialCom 2011, Privacy, Security, Risk and Trust (PASSAT),
2011 {IEEE} Third International Conference on and 2011 {IEEE} Third
International Conference on Social Computing (SocialCom), Boston,
MA, USA, 9-11 Oct., 2011},
pages = {661--665},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/PASSAT/SocialCom.2011.167},
doi = {10.1109/PASSAT/SOCIALCOM.2011.167},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/SubbianM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1108-4801,
author = {Karthik Subbian and
Prem Melville},
title = {Supervised Rank Aggregation for Predicting Influence in Networks},
journal = {CoRR},
volume = {abs/1108.4801},
year = {2011},
url = {http://arxiv.org/abs/1108.4801},
eprinttype = {arXiv},
eprint = {1108.4801},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1108-4801.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-2098,
author = {John Z. Sun and
Kush R. Varshney and
Karthik Subbian},
title = {Dynamic Matrix Factorization: {A} State Space Approach},
journal = {CoRR},
volume = {abs/1110.2098},
year = {2011},
url = {http://arxiv.org/abs/1110.2098},
eprinttype = {arXiv},
eprint = {1110.2098},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-2098.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wecwis/KannanGSN09,
author = {Ramakrishnan Kannan and
Dinesh Garg and
Karthik Subbian and
Y. Narahari},
editor = {Birgit Hofreiter and
Hannes Werthner},
title = {Nash Bargaining Based Ad Networks for Sponsored Search Auctions},
booktitle = {2009 {IEEE} Conference on Commerce and Enterprise Computing, {CEC}
2009, Vienna, Austria, July 20-23, 2009},
pages = {170--175},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.46},
doi = {10.1109/CEC.2009.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/wecwis/KannanGSN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/KannanGSN08,
author = {Ramakrishnan Kannan and
Dinesh Garg and
Karthik Subbian and
Yadati Narahari},
title = {A Nash bargaining approach to retention enhancing bid optimization
in sponsored search auctions with discrete bids},
booktitle = {2008 {IEEE} International Conference on Automation Science and Engineering,
{IEEE} {CASE} 2008, Washington, DC, USA, August 23-26, 2008},
pages = {1007--1012},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/COASE.2008.4626517},
doi = {10.1109/COASE.2008.4626517},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/case/KannanGSN08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apsec/SubbianKGN07,
author = {Karthik Subbian and
Ramakrishnan Kannan and
Raghav Kumar Gautam and
Y. Narahari},
title = {Incentive Compatible Mechanisms for Group Ticket Allocation in Software
Maintenance Services},
booktitle = {14th Asia-Pacific Software Engineering Conference {(APSEC} 2007),
5-7 December 2007, Nagoya, Japan},
pages = {270--277},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/APSEC.2007.64},
doi = {10.1109/APSEC.2007.64},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/apsec/SubbianKGN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/SubbianN07,
author = {Karthik Subbian and
Y. Narahari},
title = {Truth Eliciting Mechanisms for Trouble Ticket Allocation in Software
Maintenance Services},
booktitle = {Proceedings of the Nineteenth International Conference on Software
Engineering {\&} Knowledge Engineering (SEKE'2007), Boston, Massachusetts,
USA, July 9-11, 2007},
pages = {355},
publisher = {Knowledge Systems Institute Graduate School},
year = {2007},
timestamp = {Thu, 12 Mar 2020 11:30:50 +0100},
biburl = {https://dblp.org/rec/conf/seke/SubbianN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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