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ORCIDBibTeX records: Qirong Ho
@inproceedings{DBLP:conf/emnlp/YangLWTPLHCW23,
author = {Chenxu Yang and
Zheng Lin and
Lanrui Wang and
Chong Tian and
Liang Pang and
Jiangnan Li and
Qirong Ho and
Yanan Cao and
Weiping Wang},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Multi-level Adaptive Contrastive Learning for Knowledge Internalization
in Dialogue Generation},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {8002--8015},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.497},
doi = {10.18653/V1/2023.EMNLP-MAIN.497},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/YangLWTPLHCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiLTHX023,
author = {Junbo Li and
Ang Li and
Chong Tian and
Qirong Ho and
Eric P. Xing and
Hongyi Wang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {FedNAR: Federated Optimization with Normalized Annealing Regularization},
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/ec52572b9e16b91edff5dc70e2642240-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiLTHX023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03163,
author = {Junbo Li and
Ang Li and
Chong Tian and
Qirong Ho and
Eric P. Xing and
Hongyi Wang},
title = {FedNAR: Federated Optimization with Normalized Annealing Regularization},
journal = {CoRR},
volume = {abs/2310.03163},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03163},
doi = {10.48550/ARXIV.2310.03163},
eprinttype = {arXiv},
eprint = {2310.03163},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-08943,
author = {Chenxu Yang and
Zheng Lin and
Lanrui Wang and
Chong Tian and
Liang Pang and
Jiangnan Li and
Qirong Ho and
Yanan Cao and
Weiping Wang},
title = {Multi-level Adaptive Contrastive Learning for Knowledge Internalization
in Dialogue Generation},
journal = {CoRR},
volume = {abs/2310.08943},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.08943},
doi = {10.48550/ARXIV.2310.08943},
eprinttype = {arXiv},
eprint = {2310.08943},
timestamp = {Wed, 25 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-08943.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XieH022,
author = {Shaoan Xie and
Qirong Ho and
Kun Zhang},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Unsupervised Image-to-Image Translation with Density Changing Regularization},
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/b7032a9d960ebb6bcf1ce9d73b5861f0-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/XieH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-05322,
author = {Yonghao Zhuang and
Hexu Zhao and
Lianmin Zheng and
Zhuohan Li and
Eric P. Xing and
Qirong Ho and
Joseph E. Gonzalez and
Ion Stoica and
Hao Zhang},
title = {On Optimizing the Communication of Model Parallelism},
journal = {CoRR},
volume = {abs/2211.05322},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.05322},
doi = {10.48550/ARXIV.2211.05322},
eprinttype = {arXiv},
eprint = {2211.05322},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-05322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/QiaoCSNH0GX21,
author = {Aurick Qiao and
Sang Keun Choe and
Suhas Jayaram Subramanya and
Willie Neiswanger and
Qirong Ho and
Hao Zhang and
Gregory R. Ganger and
Eric P. Xing},
editor = {Angela Demke Brown and
Jay R. Lorch},
title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep
Learning},
booktitle = {15th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2021, July 14-16, 2021},
publisher = {{USENIX} Association},
year = {2021},
url = {https://www.usenix.org/conference/osdi21/presentation/qiao},
timestamp = {Thu, 12 Aug 2021 18:19:16 +0200},
biburl = {https://dblp.org/rec/conf/osdi/QiaoCSNH0GX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-12260,
author = {Aurick Qiao and
Willie Neiswanger and
Qirong Ho and
Hao Zhang and
Gregory R. Ganger and
Eric P. Xing},
title = {Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep
Learning},
journal = {CoRR},
volume = {abs/2008.12260},
year = {2020},
url = {https://arxiv.org/abs/2008.12260},
eprinttype = {arXiv},
eprint = {2008.12260},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-12260.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/XieKHYX18,
author = {Pengtao Xie and
Jin Kyu Kim and
Qirong Ho and
Yaoliang Yu and
Eric P. Xing},
title = {Orpheus: Efficient Distributed Machine Learning via System and Algorithm
Co-design},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, SoCC 2018,
Carlsbad, CA, USA, October 11-13, 2018},
pages = {1--13},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3267809.3267810},
doi = {10.1145/3267809.3267810},
timestamp = {Mon, 22 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cloud/XieKHYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/QiaoAYCHGX18,
author = {Aurick Qiao and
Abutalib Aghayev and
Weiren Yu and
Haoyang Chen and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Haryadi S. Gunawi and
Benjamin C. Reed},
title = {Litz: Elastic Framework for High-Performance Distributed Machine Learning},
booktitle = {2018 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2018, Boston,
MA, USA, July 11-13, 2018},
pages = {631--644},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/atc18/presentation/qiao},
timestamp = {Sat, 25 Feb 2023 23:39:37 +0100},
biburl = {https://dblp.org/rec/conf/usenix/QiaoAYCHGX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/XuZN0KDHYX18,
author = {Shizhen Xu and
Hao Zhang and
Graham Neubig and
Wei Dai and
Jin Kyu Kim and
Zhijie Deng and
Qirong Ho and
Guangwen Yang and
Eric P. Xing},
editor = {Haryadi S. Gunawi and
Benjamin C. Reed},
title = {Cavs: An Efficient Runtime System for Dynamic Neural Networks},
booktitle = {2018 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2018, Boston,
MA, USA, July 11-13, 2018},
pages = {937--950},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/atc18/presentation/xu-shizen},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/usenix/XuZN0KDHYX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LiuPH17,
author = {Sulin Liu and
Sinno Jialin Pan and
Qirong Ho},
title = {Distributed Multi-Task Relationship Learning},
booktitle = {Proceedings of the 23rd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13
- 17, 2017},
pages = {937--946},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3097983.3098136},
doi = {10.1145/3097983.3098136},
timestamp = {Fri, 25 Dec 2020 01:14:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LiuPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
editor = {Dilma Da Silva and
Bryan Ford},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
booktitle = {2017 {USENIX} Annual Technical Conference, {USENIX} {ATC} 2017, Santa
Clara, CA, USA, July 12-14, 2017},
pages = {181--193},
publisher = {{USENIX} Association},
year = {2017},
url = {https://www.usenix.org/conference/atc17/technical-sessions/presentation/zhang},
timestamp = {Mon, 01 Feb 2021 08:43:34 +0100},
biburl = {https://dblp.org/rec/conf/usenix/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangZXDHLHWXX17,
author = {Hao Zhang and
Zeyu Zheng and
Shizhen Xu and
Wei Dai and
Qirong Ho and
Xiaodan Liang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Eric P. Xing},
title = {Poseidon: An Efficient Communication Architecture for Distributed
Deep Learning on {GPU} Clusters},
journal = {CoRR},
volume = {abs/1706.03292},
year = {2017},
url = {http://arxiv.org/abs/1706.03292},
eprinttype = {arXiv},
eprint = {1706.03292},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangZXDHLHWXX17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04048,
author = {Hao Zhang and
Shizhen Xu and
Graham Neubig and
Wei Dai and
Qirong Ho and
Guangwen Yang and
Eric P. Xing},
title = {Cavs: {A} Vertex-centric Programming Interface for Dynamic Neural
Networks},
journal = {CoRR},
volume = {abs/1712.04048},
year = {2017},
url = {http://arxiv.org/abs/1712.04048},
eprinttype = {arXiv},
eprint = {1712.04048},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-04048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HoYX16,
author = {Qirong Ho and
Junming Yin and
Eric P. Xing},
title = {Latent Space Inference of Internet-Scale Networks},
journal = {J. Mach. Learn. Res.},
volume = {17},
pages = {78:1--78:41},
year = {2016},
url = {http://jmlr.org/papers/v17/15-142.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mis/ChenWLWH16,
author = {Tingting Chen and
Fan Wu and
Tony T. Luo and
Mea Wang and
Qirong Ho},
title = {Big Data Management and Analytics for Mobile Crowd Sensing},
journal = {Mob. Inf. Syst.},
volume = {2016},
pages = {8731802:1--8731802:2},
year = {2016},
url = {https://doi.org/10.1155/2016/8731802},
doi = {10.1155/2016/8731802},
timestamp = {Thu, 01 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mis/ChenWLWH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/HoLSKDWZS16,
author = {Qirong Ho and
Wenqing Lin and
Eran Shaham and
Shonali Krishnaswamy and
The Anh Dang and
Jingxuan Wang and
Isabel Choo Zhongyan and
Amy She{-}Nash},
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 = {A Distributed Graph Algorithm for Discovering Unique Behavioral Groups
from Large-Scale Telco Data},
booktitle = {Proceedings of the 25th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2016, Indianapolis, IN, USA, October
24-28, 2016},
pages = {1353--1362},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2983323.2983354},
doi = {10.1145/2983323.2983354},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/HoLSKDWZS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurosys/KimHLZDGX16,
author = {Jin Kyu Kim and
Qirong Ho and
Seunghak Lee and
Xun Zheng and
Wei Dai and
Garth A. Gibson and
Eric P. Xing},
editor = {Cristian Cadar and
Peter R. Pietzuch and
Kimberly Keeton and
Rodrigo Rodrigues},
title = {{STRADS:} a distributed framework for scheduled model parallel machine
learning},
booktitle = {Proceedings of the Eleventh European Conference on Computer Systems,
EuroSys 2016, London, United Kingdom, April 18-21, 2016},
pages = {5:1--5:16},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2901318.2901331},
doi = {10.1145/2901318.2901331},
timestamp = {Thu, 12 Nov 2020 16:34:18 +0100},
biburl = {https://dblp.org/rec/conf/eurosys/KimHLZDGX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiaoHJL16,
author = {Lizi Liao and
Qirong Ho and
Jing Jiang and
Ee{-}Peng Lim},
title = {{SLR:} {A} scalable latent role model for attribute completion and
tie prediction in social networks},
booktitle = {32nd {IEEE} International Conference on Data Engineering, {ICDE} 2016,
Helsinki, Finland, May 16-20, 2016},
pages = {1062--1073},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDE.2016.7498313},
doi = {10.1109/ICDE.2016.7498313},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiaoHJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZonooziHKC16,
author = {Ali Zonoozi and
Qirong Ho and
Shonali Krishnaswamy and
Gao Cong},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {ConTrack: {A} Scalable Method for Tracking Multiple Concepts in Large
Scale Multidimensional Data},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {759--768},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0087},
doi = {10.1109/ICDM.2016.0087},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZonooziHKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TanFLWLLPXH16,
author = {Yinyan Tan and
Zhe Fan and
Guilin Li and
Fangshan Wang and
Zhengbing Li and
Shikai Liu and
Qiuling Pan and
Eric P. Xing and
Qirong Ho},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Scalable Time-Decaying Adaptive Prediction Algorithm},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {617--626},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939714},
doi = {10.1145/2939672.2939714},
timestamp = {Tue, 06 Nov 2018 16:59:37 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TanFLWLLPXH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/XieKZHKYX16,
author = {Pengtao Xie and
Jin Kyu Kim and
Yi Zhou and
Qirong Ho and
Abhimanu Kumar and
Yaoliang Yu and
Eric P. Xing},
editor = {Alexander Ihler and
Dominik Janzing},
title = {Lighter-Communication Distributed Machine Learning via Sufficient
Factor Broadcasting},
booktitle = {Proceedings of the Thirty-Second Conference on Uncertainty in Artificial
Intelligence, {UAI} 2016, June 25-29, 2016, New York City, NY, {USA}},
publisher = {{AUAI} Press},
year = {2016},
url = {http://auai.org/uai2016/proceedings/papers/10.pdf},
timestamp = {Mon, 05 Dec 2022 15:54:38 +0100},
biburl = {https://dblp.org/rec/conf/uai/XieKZHKYX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuPH16,
author = {Sulin Liu and
Sinno Jialin Pan and
Qirong Ho},
title = {Distributed Multi-task Relationship Learning},
journal = {CoRR},
volume = {abs/1612.04022},
year = {2016},
url = {http://arxiv.org/abs/1612.04022},
eprinttype = {arXiv},
eprint = {1612.04022},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuPH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/XingHDKWLZXKY15,
author = {Eric P. Xing and
Qirong Ho and
Wei Dai and
Jin Kyu Kim and
Jinliang Wei and
Seunghak Lee and
Xun Zheng and
Pengtao Xie and
Abhimanu Kumar and
Yaoliang Yu},
title = {Petuum: {A} New Platform for Distributed Machine Learning on Big Data},
journal = {{IEEE} Trans. Big Data},
volume = {1},
number = {2},
pages = {49--67},
year = {2015},
url = {https://doi.org/10.1109/TBDATA.2015.2472014},
doi = {10.1109/TBDATA.2015.2472014},
timestamp = {Fri, 29 Jun 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/XingHDKWLZXKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/DaiKWHGX15,
author = {Wei Dai and
Abhimanu Kumar and
Jinliang Wei and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Blai Bonet and
Sven Koenig},
title = {High-Performance Distributed {ML} at Scale through Parameter Server
Consistency Models},
booktitle = {Proceedings of the Twenty-Ninth {AAAI} Conference on Artificial Intelligence,
January 25-30, 2015, Austin, Texas, {USA}},
pages = {79--87},
publisher = {{AAAI} Press},
year = {2015},
url = {https://doi.org/10.1609/aaai.v29i1.9195},
doi = {10.1609/AAAI.V29I1.9195},
timestamp = {Mon, 18 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/DaiKWHGX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/WeiDQHCGGGX15,
author = {Jinliang Wei and
Wei Dai and
Aurick Qiao and
Qirong Ho and
Henggang Cui and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Shahram Ghandeharizadeh and
Sumita Barahmand and
Magdalena Balazinska and
Michael J. Freedman},
title = {Managed communication and consistency for fast data-parallel iterative
analytics},
booktitle = {Proceedings of the Sixth {ACM} Symposium on Cloud Computing, SoCC
2015, Kohala Coast, Hawaii, USA, August 27-29, 2015},
pages = {381--394},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806777.2806778},
doi = {10.1145/2806777.2806778},
timestamp = {Tue, 06 Nov 2018 11:07:34 +0100},
biburl = {https://dblp.org/rec/conf/cloud/WeiDQHCGGGX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HuHDX15,
author = {Zhiting Hu and
Qirong Ho and
Avinava Dubey and
Eric P. Xing},
editor = {Francis R. Bach and
David M. Blei},
title = {Large-scale Distributed Dependent Nonparametric Trees},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {1651--1659},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/hu15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HuHDX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/XingHDKWLZXKY15,
author = {Eric P. Xing and
Qirong Ho and
Wei Dai and
Jin Kyu Kim and
Jinliang Wei and
Seunghak Lee and
Xun Zheng and
Pengtao Xie and
Abhimanu Kumar and
Yaoliang Yu},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Petuum: {A} New Platform for Distributed Machine Learning on Big Data},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {1335--1344},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2783323},
doi = {10.1145/2783258.2783323},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/XingHDKWLZXKY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/YuanGHDWZXLM15,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric Poe Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
editor = {Aldo Gangemi and
Stefano Leonardi and
Alessandro Panconesi},
title = {LightLDA: Big Topic Models on Modest Computer Clusters},
booktitle = {Proceedings of the 24th International Conference on World Wide Web,
{WWW} 2015, Florence, Italy, May 18-22, 2015},
pages = {1351--1361},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2736277.2741115},
doi = {10.1145/2736277.2741115},
timestamp = {Tue, 11 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/YuanGHDWZXLM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XieKZHKYX15,
author = {Pengtao Xie and
Jin Kyu Kim and
Yi Zhou and
Qirong Ho and
Abhimanu Kumar and
Yaoliang Yu and
Eric P. Xing},
title = {Distributed Machine Learning via Sufficient Factor Broadcasting},
journal = {CoRR},
volume = {abs/1511.08486},
year = {2015},
url = {http://arxiv.org/abs/1511.08486},
eprinttype = {arXiv},
eprint = {1511.08486},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XieKZHKYX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHWXKHX15,
author = {Hao Zhang and
Zhiting Hu and
Jinliang Wei and
Pengtao Xie and
Gunhee Kim and
Qirong Ho and
Eric P. Xing},
title = {Poseidon: {A} System Architecture for Efficient GPU-based Deep Learning
on Multiple Machines},
journal = {CoRR},
volume = {abs/1512.06216},
year = {2015},
url = {http://arxiv.org/abs/1512.06216},
eprinttype = {arXiv},
eprint = {1512.06216},
timestamp = {Wed, 12 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/ZhangHWXKHX15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XingHXD15,
author = {Eric P. Xing and
Qirong Ho and
Pengtao Xie and
Wei Dai},
title = {Strategies and Principles of Distributed Machine Learning on Big Data},
journal = {CoRR},
volume = {abs/1512.09295},
year = {2015},
url = {http://arxiv.org/abs/1512.09295},
eprinttype = {arXiv},
eprint = {1512.09295},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XingHXD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/KumarBHX14,
author = {Abhimanu Kumar and
Alex Beutel and
Qirong Ho and
Eric P. Xing},
title = {Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on
Big Data},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {531--539},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/kumar14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/KumarBHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloud/CuiTWXDHHGGGX14,
author = {Henggang Cui and
Alexey Tumanov and
Jinliang Wei and
Lianghong Xu and
Wei Dai and
Jesse Haber{-}Kucharsky and
Qirong Ho and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Ed Lazowska and
Doug Terry and
Remzi H. Arpaci{-}Dusseau and
Johannes Gehrke},
title = {Exploiting iterative-ness for parallel {ML} computations},
booktitle = {Proceedings of the {ACM} Symposium on Cloud Computing, Seattle, WA,
USA, November 3-5, 2014},
pages = {5:1--5:14},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2670979.2670984},
doi = {10.1145/2670979.2670984},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cloud/CuiTWXDHHGGGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/DubeyHWX14,
author = {Kumar Avinava Dubey and
Qirong Ho and
Sinead A. Williamson and
Eric P. Xing},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {Dependent nonparametric trees for dynamic hierarchical clustering},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {1152--1160},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/5c04925674920eb58467fb52ce4ef728-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/DubeyHWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeKZHGX14,
author = {Seunghak Lee and
Jin Kyu Kim and
Xun Zheng and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
editor = {Zoubin Ghahramani and
Max Welling and
Corinna Cortes and
Neil D. Lawrence and
Kilian Q. Weinberger},
title = {On Model Parallelization and Scheduling Strategies for Distributed
Machine Learning},
booktitle = {Advances in Neural Information Processing Systems 27: Annual Conference
on Neural Information Processing Systems 2014, December 8-13 2014,
Montreal, Quebec, Canada},
pages = {2834--2842},
year = {2014},
url = {https://proceedings.neurips.cc/paper/2014/hash/7d6044e95a16761171b130dcb476a43e-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeeKZHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/NeiswangerWHX14,
author = {Willie Neiswanger and
Chong Wang and
Qirong Ho and
Eric P. Xing},
editor = {Nevin L. Zhang and
Jin Tian},
title = {Modeling Citation Networks Using Latent Random Offsets},
booktitle = {Proceedings of the Thirtieth Conference on Uncertainty in Artificial
Intelligence, {UAI} 2014, Quebec City, Quebec, Canada, July 23-27,
2014},
pages = {633--642},
publisher = {{AUAI} Press},
year = {2014},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&\#38;smnu=2\&\#38;article\_id=2499\&\#38;proceeding\_id=30},
timestamp = {Wed, 03 Feb 2021 11:09:27 +0100},
biburl = {https://dblp.org/rec/conf/uai/NeiswangerWHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/usenix/CuiCHKLKWDGGGX14,
author = {Henggang Cui and
James Cipar and
Qirong Ho and
Jin Kyu Kim and
Seunghak Lee and
Abhimanu Kumar and
Jinliang Wei and
Wei Dai and
Gregory R. Ganger and
Phillip B. Gibbons and
Garth A. Gibson and
Eric P. Xing},
editor = {Garth Gibson and
Nickolai Zeldovich},
title = {Exploiting Bounded Staleness to Speed Up Big Data Analytics},
booktitle = {2014 {USENIX} Annual Technical Conference, {USENIX} {ATC} '14, Philadelphia,
PA, USA, June 19-20, 2014},
pages = {37--48},
publisher = {{USENIX} Association},
year = {2014},
url = {https://www.usenix.org/conference/atc14/technical-sessions/presentation/cui},
timestamp = {Mon, 01 Feb 2021 08:43:38 +0100},
biburl = {https://dblp.org/rec/conf/usenix/CuiCHKLKWDGGGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/crc/HoX14,
author = {Qirong Ho and
Eric P. Xing},
editor = {Edoardo M. Airoldi and
David M. Blei and
Elena A. Erosheva and
Stephen E. Fienberg},
title = {Analyzing Time-Evolving Networks},
booktitle = {Handbook of Mixed Membership Models and Their Applications},
pages = {489--525},
publisher = {Chapman and Hall/CRC},
year = {2014},
url = {http://www.crcnetbase.com/doi/abs/10.1201/b17520-30},
doi = {10.1201/B17520-30},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/crc/HoX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeKZHGX14,
author = {Seunghak Lee and
Jin Kyu Kim and
Xun Zheng and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {Primitives for Dynamic Big Model Parallelism},
journal = {CoRR},
volume = {abs/1406.4580},
year = {2014},
url = {http://arxiv.org/abs/1406.4580},
eprinttype = {arXiv},
eprint = {1406.4580},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeKZHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiKWHGX14,
author = {Wei Dai and
Abhimanu Kumar and
Jinliang Wei and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {High-Performance Distributed {ML} at Scale through Parameter Server
Consistency Models},
journal = {CoRR},
volume = {abs/1410.8043},
year = {2014},
url = {http://arxiv.org/abs/1410.8043},
eprinttype = {arXiv},
eprint = {1410.8043},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiKWHGX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhengKHX14,
author = {Xun Zheng and
Jin Kyu Kim and
Qirong Ho and
Eric P. Xing},
title = {Model-Parallel Inference for Big Topic Models},
journal = {CoRR},
volume = {abs/1411.2305},
year = {2014},
url = {http://arxiv.org/abs/1411.2305},
eprinttype = {arXiv},
eprint = {1411.2305},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhengKHX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuanGHDWZXLM14,
author = {Jinhui Yuan and
Fei Gao and
Qirong Ho and
Wei Dai and
Jinliang Wei and
Xun Zheng and
Eric P. Xing and
Tie{-}Yan Liu and
Wei{-}Ying Ma},
title = {LightLDA: Big Topic Models on Modest Compute Clusters},
journal = {CoRR},
volume = {abs/1412.1576},
year = {2014},
url = {http://arxiv.org/abs/1412.1576},
eprinttype = {arXiv},
eprint = {1412.1576},
timestamp = {Wed, 10 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/YuanGHDWZXLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hotos/CiparHKLGGKX13,
author = {James Cipar and
Qirong Ho and
Jin Kyu Kim and
Seunghak Lee and
Gregory R. Ganger and
Garth Gibson and
Kimberly Keeton and
Eric P. Xing},
editor = {Petros Maniatis},
title = {Solving the Straggler Problem with Bounded Staleness},
booktitle = {14th Workshop on Hot Topics in Operating Systems, HotOS XIV, Santa
Ana Pueblo, New Mexico, USA, May 13-15, 2013},
publisher = {{USENIX} Association},
year = {2013},
url = {https://www.usenix.org/conference/hotos13/session/cipar},
timestamp = {Wed, 04 Jul 2018 13:06:34 +0200},
biburl = {https://dblp.org/rec/conf/hotos/CiparHKLGGKX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YinHX13,
author = {Junming Yin and
Qirong Ho and
Eric P. Xing},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale
Networks},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {422--430},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/07cdfd23373b17c6b337251c22b7ea57-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/YinHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoCCLKGGGX13,
author = {Qirong Ho and
James Cipar and
Henggang Cui and
Seunghak Lee and
Jin Kyu Kim and
Phillip B. Gibbons and
Garth A. Gibson and
Gregory R. Ganger and
Eric P. Xing},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {More Effective Distributed {ML} via a Stale Synchronous Parallel Parameter
Server},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1223--1231},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/b7bb35b9c6ca2aee2df08cf09d7016c2-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HoCCLKGGGX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeKHGX13,
author = {Seunghak Lee and
Jin Kyu Kim and
Qirong Ho and
Garth A. Gibson and
Eric P. Xing},
title = {Structure-Aware Dynamic Scheduler for Parallel Machine Learning},
journal = {CoRR},
volume = {abs/1312.5766},
year = {2013},
url = {http://arxiv.org/abs/1312.5766},
eprinttype = {arXiv},
eprint = {1312.5766},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LeeKHGX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DaiWZKLYHX13,
author = {Wei Dai and
Jinliang Wei and
Xun Zheng and
Jin Kyu Kim and
Seunghak Lee and
Junming Yin and
Qirong Ho and
Eric P. Xing},
title = {Petuum: {A} Framework for Iterative-Convergent Distributed {ML}},
journal = {CoRR},
volume = {abs/1312.7651},
year = {2013},
url = {http://arxiv.org/abs/1312.7651},
eprinttype = {arXiv},
eprint = {1312.7651},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DaiWZKLYHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WeiDKZHX13,
author = {Jinliang Wei and
Wei Dai and
Abhimanu Kumar and
Xun Zheng and
Qirong Ho and
Eric P. Xing},
title = {Consistent Bounded-Asynchronous Parameter Servers for Distributed
{ML}},
journal = {CoRR},
volume = {abs/1312.7869},
year = {2013},
url = {http://arxiv.org/abs/1312.7869},
eprinttype = {arXiv},
eprint = {1312.7869},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WeiDKZHX13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HoYX12,
author = {Qirong Ho and
Junming Yin and
Eric P. Xing},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {On Triangular versus Edge Representations --- Towards Scalable Modeling
of Networks},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {2141--2149},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/7cce53cf90577442771720a370c3c723-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HoYX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HoEX12,
author = {Qirong Ho and
Jacob Eisenstein and
Eric P. Xing},
editor = {Alain Mille and
Fabien Gandon and
Jacques Misselis and
Michael Rabinovich and
Steffen Staab},
title = {Document hierarchies from text and links},
booktitle = {Proceedings of the 21st World Wide Web Conference 2012, {WWW} 2012,
Lyon, France, April 16-20, 2012},
pages = {739--748},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2187836.2187936},
doi = {10.1145/2187836.2187936},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/www/HoEX12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1211-0028,
author = {Qirong Ho and
Rong Yan and
Rajat Raina and
Eric P. Xing},
title = {Understanding the Interaction between Interests, Conversations and
Friendships in Facebook},
journal = {CoRR},
volume = {abs/1211.0028},
year = {2012},
url = {http://arxiv.org/abs/1211.0028},
eprinttype = {arXiv},
eprint = {1211.0028},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1211-0028.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/AhmedHEXST11,
author = {Amr Ahmed and
Qirong Ho and
Jacob Eisenstein and
Eric P. Xing and
Alexander J. Smola and
Choon Hui Teo},
editor = {Sadagopan Srinivasan and
Krithi Ramamritham and
Arun Kumar and
M. P. Ravindra and
Elisa Bertino and
Ravi Kumar},
title = {Unified analysis of streaming news},
booktitle = {Proceedings of the 20th International Conference on World Wide Web,
{WWW} 2011, Hyderabad, India, March 28 - April 1, 2011},
pages = {267--276},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/1963405.1963445},
doi = {10.1145/1963405.1963445},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/AhmedHEXST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/AhmedHTESX11,
author = {Amr Ahmed and
Qirong Ho and
Choon Hui Teo and
Jacob Eisenstein and
Alexander J. Smola and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Online Inference for the Infinite Topic-Cluster Model: Storylines
from Streaming Text},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {101--109},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ahmed11a/ahmed11a.pdf},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/AhmedHTESX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HoPSX11,
author = {Qirong Ho and
Ankur P. Parikh and
Le Song and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Multiscale Community Blockmodel for Network Exploration},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {333--341},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ho11a/ho11a.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoPSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HoSX11,
author = {Qirong Ho and
Le Song and
Eric P. Xing},
editor = {Geoffrey J. Gordon and
David B. Dunson and
Miroslav Dud{\'{\i}}k},
title = {Evolving Cluster Mixed-Membership Blockmodel for Time-Evolving Networks},
booktitle = {Proceedings of the Fourteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA,
April 11-13, 2011},
series = {{JMLR} Proceedings},
volume = {15},
pages = {342--350},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v15/ho11b/ho11b.pdf},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HoSX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/HoYL09,
author = {Qirong Ho and
Weimiao Yu and
Hwee Kuan Lee},
editor = {George Bebis and
Richard D. Boyle and
Bahram Parvin and
Darko Koracin and
Yoshinori Kuno and
Junxian Wang and
Renato Pajarola and
Peter Lindstrom and
Andr{\'{e}} Hinkenjann and
L. Miguel Encarna{\c{c}}{\~{a}}o and
Cl{\'{a}}udio T. Silva and
Daniel S. Coming},
title = {Region Graph Spectra as Geometric Global Image Features},
booktitle = {Advances in Visual Computing, 5th International Symposium, {ISVC}
2009, Las Vegas, NV, USA, November 30 - December 2, 2009, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5875},
pages = {253--264},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10331-5\_24},
doi = {10.1007/978-3-642-10331-5\_24},
timestamp = {Wed, 04 May 2022 07:33:36 +0200},
biburl = {https://dblp.org/rec/conf/isvc/HoYL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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