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@inproceedings{DBLP:conf/nsdi/WuCMYFSS24,
author = {Zhanghao Wu and
Wei{-}Lin Chiang and
Ziming Mao and
Zongheng Yang and
Eric J. Friedman and
Scott Shenker and
Ion Stoica},
editor = {Laurent Vanbever and
Irene Zhang},
title = {Can't Be Late: Optimizing Spot Instance Savings under Deadlines},
booktitle = {21st {USENIX} Symposium on Networked Systems Design and Implementation,
{NSDI} 2024, Santa Clara, CA, April 15-17, 2024},
pages = {185--203},
publisher = {{USENIX} Association},
year = {2024},
url = {https://www.usenix.org/conference/nsdi24/presentation/wu-zhanghao},
timestamp = {Fri, 19 Apr 2024 11:29:16 +0200},
biburl = {https://dblp.org/rec/conf/nsdi/WuCMYFSS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jfi/GuoCLZYYG23,
author = {Zongheng Guo and
Huahua Chen and
Lili Lin and
Wenhui Zhou and
Meng Yang and
Na Ying and
Chunsheng Guo},
title = {Remote heart rate estimation via convolutional neural networks with
transformers},
journal = {J. Frankl. Inst.},
volume = {360},
number = {17},
pages = {13149--13165},
year = {2023},
url = {https://doi.org/10.1016/j.jfranklin.2023.10.013},
doi = {10.1016/J.JFRANKLIN.2023.10.013},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jfi/GuoCLZYYG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/Tang0LY23,
author = {Zongheng Tang and
Yifan Sun and
Si Liu and
Yi Yang},
title = {{DETR} with Additional Global Aggregation for Cross-domain Weakly
Supervised Object Detection},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {11422--11432},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01099},
doi = {10.1109/CVPR52729.2023.01099},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/Tang0LY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SunHYW23,
author = {Shuo Sun and
Hongxu Hou and
Zongheng Yang and
Yisong Wang},
title = {Multilingual Pre-training Model-Assisted Contrastive Learning Neural
Machine Translation},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191766},
doi = {10.1109/IJCNN54540.2023.10191766},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SunHYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpcc/SunHYW23,
author = {Shuo Sun and
Hongxu Hou and
Zongheng Yang and
Yisong Wang},
editor = {Fei Liu and
Nan Duan and
Qingting Xu and
Yu Hong},
title = {Faster and More Robust Low-Resource Nearest Neighbor Machine Translation},
booktitle = {Natural Language Processing and Chinese Computing - 12th National
{CCF} Conference, {NLPCC} 2023, Foshan, China, October 12-15, 2023,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14303},
pages = {404--415},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-44696-2\_32},
doi = {10.1007/978-3-031-44696-2\_32},
timestamp = {Wed, 11 Oct 2023 18:49:12 +0200},
biburl = {https://dblp.org/rec/conf/nlpcc/SunHYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/YangWLCBKZLMSS23,
author = {Zongheng Yang and
Zhanghao Wu and
Michael Luo and
Wei{-}Lin Chiang and
Romil Bhardwaj and
Woosuk Kwon and
Siyuan Zhuang and
Frank Sifei Luan and
Gautam Mittal and
Scott Shenker and
Ion Stoica},
editor = {Mahesh Balakrishnan and
Manya Ghobadi},
title = {SkyPilot: An Intercloud Broker for Sky Computing},
booktitle = {20th {USENIX} Symposium on Networked Systems Design and Implementation,
{NSDI} 2023, Boston, MA, April 17-19, 2023},
pages = {437--455},
publisher = {{USENIX} Association},
year = {2023},
url = {https://www.usenix.org/conference/nsdi23/presentation/yang-zongheng},
timestamp = {Thu, 11 May 2023 17:08:22 +0200},
biburl = {https://dblp.org/rec/conf/nsdi/YangWLCBKZLMSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/systor/VernikKCY23,
author = {Gil Vernik and
Ronen I. Kat and
Omer Joshua Cohen and
Zongheng Yang},
editor = {Yosef Moatti and
Ofer Biran and
Yossi Gilad and
Dejan Kostic},
title = {When SkyPilot meets Kubernetes},
booktitle = {Proceedings of the 16th {ACM} International Conference on Systems
and Storage, {SYSTOR} 2023, Haifa, Israel, June 5-7, 2023},
pages = {155},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3579370.3594764},
doi = {10.1145/3579370.3594764},
timestamp = {Fri, 07 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/systor/VernikKCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-07082,
author = {Zongheng Tang and
Yifan Sun and
Si Liu and
Yi Yang},
title = {{DETR} with Additional Global Aggregation for Cross-domain Weakly
Supervised Object Detection},
journal = {CoRR},
volume = {abs/2304.07082},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.07082},
doi = {10.48550/ARXIV.2304.07082},
eprinttype = {arXiv},
eprint = {2304.07082},
timestamp = {Fri, 05 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-07082.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Yang22c,
author = {Zongheng Yang},
title = {Machine Learning for Query Optimization},
school = {University of California, Berkeley, {USA}},
year = {2022},
url = {https://www.escholarship.org/uc/item/1gd888nq},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Yang22c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/HuangHYGS22,
author = {Zongheng Huang and
Botao He and
Bo Yang and
Changxin Gao and
Nong Sang},
title = {Norm-Aware Margin Assignment for Person Re-Identification},
journal = {{IEEE} Signal Process. Lett.},
volume = {29},
pages = {1292--1296},
year = {2022},
url = {https://doi.org/10.1109/LSP.2022.3177128},
doi = {10.1109/LSP.2022.3177128},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/HuangHYGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccmt/SunHWYWWJ22,
author = {Shuo Sun and
Hongxu Hou and
Nier Wu and
Zongheng Yang and
Yisong Wang and
Pengcong Wang and
Weichen Jian},
editor = {Tong Xiao and
Juan Pino},
title = {Improving the Robustness of Low-Resource Neural Machine Translation
with Adversarial Examples},
booktitle = {Machine Translation - 18th China Conference, {CCMT} 2022, Lhasa, China,
August 6-10, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1671},
pages = {60--71},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-7960-6\_7},
doi = {10.1007/978-981-19-7960-6\_7},
timestamp = {Mon, 08 May 2023 14:38:37 +0200},
biburl = {https://dblp.org/rec/conf/ccmt/SunHWYWWJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccmt/WangHSWJYW22,
author = {Pengcong Wang and
Hongxu Hou and
Shuo Sun and
Nier Wu and
Weichen Jian and
Zongheng Yang and
Yisong Wang},
editor = {Tong Xiao and
Juan Pino},
title = {Hot-Start Transfer Learning Combined with Approximate Distillation
for Mongolian-Chinese Neural Machine Translation},
booktitle = {Machine Translation - 18th China Conference, {CCMT} 2022, Lhasa, China,
August 6-10, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1671},
pages = {12--23},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-7960-6\_2},
doi = {10.1007/978-981-19-7960-6\_2},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccmt/WangHSWJYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccmt/WangHSWJYW22a,
author = {Yisong Wang and
Hongxu Hou and
Shuo Sun and
Nier Wu and
Weichen Jian and
Zongheng Yang and
Pengcong Wang},
editor = {Tong Xiao and
Juan Pino},
title = {Dynamic Mask Curriculum Learning for Non-Autoregressive Neural Machine
Translation},
booktitle = {Machine Translation - 18th China Conference, {CCMT} 2022, Lhasa, China,
August 6-10, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1671},
pages = {72--81},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-7960-6\_8},
doi = {10.1007/978-981-19-7960-6\_8},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccmt/WangHSWJYW22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccmt/YangHSWWJW22,
author = {Zongheng Yang and
Hongxu Hou and
Shuo Sun and
Nier Wu and
Yisong Wang and
Weichen Jian and
Pengcong Wang},
editor = {Tong Xiao and
Juan Pino},
title = {Dynamic Fusion Nearest Neighbor Machine Translation via Dempster-Shafer
Theory},
booktitle = {Machine Translation - 18th China Conference, {CCMT} 2022, Lhasa, China,
August 6-10, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1671},
pages = {82--92},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-981-19-7960-6\_9},
doi = {10.1007/978-981-19-7960-6\_9},
timestamp = {Fri, 09 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccmt/YangHSWWJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SunHYWW22,
author = {Shuo Sun and
Hongxu Hou and
Zongheng Yang and
Yisong Wang and
Nier Wu},
editor = {Marek Z. Reformat and
Du Zhang and
Nikolaos G. Bourbakis},
title = {Generating Adversarial Examples for Low-Resource {NMT} via Multi-Reward
Reinforcement Learning},
booktitle = {34th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2022, Macao, China, October 31 - November 2, 2022},
pages = {1175--1180},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICTAI56018.2022.00179},
doi = {10.1109/ICTAI56018.2022.00179},
timestamp = {Tue, 25 Apr 2023 16:51:01 +0200},
biburl = {https://dblp.org/rec/conf/ictai/SunHYWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JianHWSYWW22,
author = {Weichen Jian and
Hongxu Hou and
Nier Wu and
Shuo Sun and
Zongheng Yang and
Yisong Wang and
Pengcong Wang},
title = {Multimodal Neural Machine Translation for Mongolian to Chinese},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892831},
doi = {10.1109/IJCNN55064.2022.9892831},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JianHWSYWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YangC0MLS22,
author = {Zongheng Yang and
Wei{-}Lin Chiang and
Sifei Luan and
Gautam Mittal and
Michael Luo and
Ion Stoica},
editor = {Zachary G. Ives and
Angela Bonifati and
Amr El Abbadi},
title = {Balsa: Learning a Query Optimizer Without Expert Demonstrations},
booktitle = {{SIGMOD} '22: International Conference on Management of Data, Philadelphia,
PA, USA, June 12 - 17, 2022},
pages = {931--944},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3514221.3517885},
doi = {10.1145/3514221.3517885},
timestamp = {Thu, 16 Mar 2023 09:51:25 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/YangC0MLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-01441,
author = {Zongheng Yang and
Wei{-}Lin Chiang and
Sifei Luan and
Gautam Mittal and
Michael Luo and
Ion Stoica},
title = {Balsa: Learning a Query Optimizer Without Expert Demonstrations},
journal = {CoRR},
volume = {abs/2201.01441},
year = {2022},
url = {https://arxiv.org/abs/2201.01441},
eprinttype = {arXiv},
eprint = {2201.01441},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-01441.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YangKLLDCS20,
author = {Zongheng Yang and
Amog Kamsetty and
Sifei Luan and
Eric Liang and
Yan Duan and
Xi Chen and
Ion Stoica},
title = {NeuroCard: One Cardinality Estimator for All Tables},
journal = {Proc. {VLDB} Endow.},
volume = {14},
number = {1},
pages = {61--73},
year = {2020},
url = {http://www.vldb.org/pvldb/vol14/p61-yang.pdf},
doi = {10.14778/3421424.3421432},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YangKLLDCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiangYSADC20,
author = {Eric Liang and
Zongheng Yang and
Ion Stoica and
Pieter Abbeel and
Yan Duan and
Xi Chen},
title = {Variable Skipping for Autoregressive Range Density Estimation},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {6040--6049},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/liang20b.html},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiangYSADC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/YangCWGLMLKA20,
author = {Zongheng Yang and
Badrish Chandramouli and
Chi Wang and
Johannes Gehrke and
Yinan Li and
Umar Farooq Minhas and
Per{-}{\AA}ke Larson and
Donald Kossmann and
Rajeev Acharya},
editor = {David Maier and
Rachel Pottinger and
AnHai Doan and
Wang{-}Chiew Tan and
Abdussalam Alawini and
Hung Q. Ngo},
title = {Qd-tree: Learning Data Layouts for Big Data Analytics},
booktitle = {Proceedings of the 2020 International Conference on Management of
Data, {SIGMOD} Conference 2020, online conference [Portland, OR, USA],
June 14-19, 2020},
pages = {193--208},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3318464.3389770},
doi = {10.1145/3318464.3389770},
timestamp = {Thu, 15 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigmod/YangCWGLMLKA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-10898,
author = {Zongheng Yang and
Badrish Chandramouli and
Chi Wang and
Johannes Gehrke and
Yinan Li and
Umar Farooq Minhas and
Per{-}{\AA}ke Larson and
Donald Kossmann and
Rajeev Acharya},
title = {Qd-tree: Learning Data Layouts for Big Data Analytics},
journal = {CoRR},
volume = {abs/2004.10898},
year = {2020},
url = {https://arxiv.org/abs/2004.10898},
eprinttype = {arXiv},
eprint = {2004.10898},
timestamp = {Thu, 15 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-10898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-08109,
author = {Zongheng Yang and
Amog Kamsetty and
Sifei Luan and
Eric Liang and
Yan Duan and
Xi Chen and
Ion Stoica},
title = {NeuroCard: One Cardinality Estimator for All Tables},
journal = {CoRR},
volume = {abs/2006.08109},
year = {2020},
url = {https://arxiv.org/abs/2006.08109},
eprinttype = {arXiv},
eprint = {2006.08109},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-05572,
author = {Eric Liang and
Zongheng Yang and
Ion Stoica and
Pieter Abbeel and
Yan Duan and
Xi Chen},
title = {Variable Skipping for Autoregressive Range Density Estimation},
journal = {CoRR},
volume = {abs/2007.05572},
year = {2020},
url = {https://arxiv.org/abs/2007.05572},
eprinttype = {arXiv},
eprint = {2007.05572},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-05572.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pvldb/YangLKWDCAHKS19,
author = {Zongheng Yang and
Eric Liang and
Amog Kamsetty and
Chenggang Wu and
Yan Duan and
Xi Chen and
Pieter Abbeel and
Joseph M. Hellerstein and
Sanjay Krishnan and
Ion Stoica},
title = {Deep Unsupervised Cardinality Estimation},
journal = {Proc. {VLDB} Endow.},
volume = {13},
number = {3},
pages = {279--292},
year = {2019},
url = {http://www.vldb.org/pvldb/vol13/p279-yang.pdf},
doi = {10.14778/3368289.3368294},
timestamp = {Thu, 19 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/YangLKWDCAHKS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1902-08295,
author = {Jonathan Shen and
Patrick Nguyen and
Yonghui Wu and
Zhifeng Chen and
Mia Xu Chen and
Ye Jia and
Anjuli Kannan and
Tara N. Sainath and
Yuan Cao and
Chung{-}Cheng Chiu and
Yanzhang He and
Jan Chorowski and
Smit Hinsu and
Stella Laurenzo and
James Qin and
Orhan Firat and
Wolfgang Macherey and
Suyog Gupta and
Ankur Bapna and
Shuyuan Zhang and
Ruoming Pang and
Ron J. Weiss and
Rohit Prabhavalkar and
Qiao Liang and
Benoit Jacob and
Bowen Liang and
HyoukJoong Lee and
Ciprian Chelba and
S{\'{e}}bastien Jean and
Bo Li and
Melvin Johnson and
Rohan Anil and
Rajat Tibrewal and
Xiaobing Liu and
Akiko Eriguchi and
Navdeep Jaitly and
Naveen Ari and
Colin Cherry and
Parisa Haghani and
Otavio Good and
Youlong Cheng and
Raziel Alvarez and
Isaac Caswell and
Wei{-}Ning Hsu and
Zongheng Yang and
Kuan{-}Chieh Wang and
Ekaterina Gonina and
Katrin Tomanek and
Ben Vanik and
Zelin Wu and
Llion Jones and
Mike Schuster and
Yanping Huang and
Dehao Chen and
Kazuki Irie and
George F. Foster and
John Richardson and
Klaus Macherey and
Antoine Bruguier and
Heiga Zen and
Colin Raffel and
Shankar Kumar and
Kanishka Rao and
David Rybach and
Matthew Murray and
Vijayaditya Peddinti and
Maxim Krikun and
Michiel Bacchiani and
Thomas B. Jablin and
Robert Suderman and
Ian Williams and
Benjamin Lee and
Deepti Bhatia and
Justin Carlson and
Semih Yavuz and
Yu Zhang and
Ian McGraw and
Max Galkin and
Qi Ge and
Golan Pundak and
Chad Whipkey and
Todd Wang and
Uri Alon and
Dmitry Lepikhin and
Ye Tian and
Sara Sabour and
William Chan and
Shubham Toshniwal and
Baohua Liao and
Michael Nirschl and
Pat Rondon},
title = {Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence
Modeling},
journal = {CoRR},
volume = {abs/1902.08295},
year = {2019},
url = {http://arxiv.org/abs/1902.08295},
eprinttype = {arXiv},
eprint = {1902.08295},
timestamp = {Tue, 07 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-08295.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-04278,
author = {Zongheng Yang and
Eric Liang and
Amog Kamsetty and
Chenggang Wu and
Yan Duan and
Xi Chen and
Pieter Abbeel and
Joseph M. Hellerstein and
Sanjay Krishnan and
Ion Stoica},
title = {Selectivity Estimation with Deep Likelihood Models},
journal = {CoRR},
volume = {abs/1905.04278},
year = {2019},
url = {http://arxiv.org/abs/1905.04278},
eprinttype = {arXiv},
eprint = {1905.04278},
timestamp = {Tue, 18 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-04278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ShenPWSJYCZWRSA18,
author = {Jonathan Shen and
Ruoming Pang and
Ron J. Weiss and
Mike Schuster and
Navdeep Jaitly and
Zongheng Yang and
Zhifeng Chen and
Yu Zhang and
Yuxuan Wang and
RJ{-}Skerrv Ryan and
Rif A. Saurous and
Yannis Agiomyrgiannakis and
Yonghui Wu},
title = {Natural {TTS} Synthesis by Conditioning Wavenet on {MEL} Spectrogram
Predictions},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {4779--4783},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8461368},
doi = {10.1109/ICASSP.2018.8461368},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/ShenPWSJYCZWRSA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/osdi/MoritzNWTLLEYPJ18,
author = {Philipp Moritz and
Robert Nishihara and
Stephanie Wang and
Alexey Tumanov and
Richard Liaw and
Eric Liang and
Melih Elibol and
Zongheng Yang and
William Paul and
Michael I. Jordan and
Ion Stoica},
editor = {Andrea C. Arpaci{-}Dusseau and
Geoff Voelker},
title = {Ray: {A} Distributed Framework for Emerging {AI} Applications},
booktitle = {13th {USENIX} Symposium on Operating Systems Design and Implementation,
{OSDI} 2018, Carlsbad, CA, USA, October 8-10, 2018},
pages = {561--577},
publisher = {{USENIX} Association},
year = {2018},
url = {https://www.usenix.org/conference/osdi18/presentation/nishihara},
timestamp = {Tue, 02 Feb 2021 08:06:02 +0100},
biburl = {https://dblp.org/rec/conf/osdi/MoritzNWTLLEYPJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-03196,
author = {Sanjay Krishnan and
Zongheng Yang and
Ken Goldberg and
Joseph M. Hellerstein and
Ion Stoica},
title = {Learning to Optimize Join Queries With Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/1808.03196},
year = {2018},
url = {http://arxiv.org/abs/1808.03196},
eprinttype = {arXiv},
eprint = {1808.03196},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-03196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/WangSSWWJYXCBLA17,
author = {Yuxuan Wang and
R. J. Skerry{-}Ryan and
Daisy Stanton and
Yonghui Wu and
Ron J. Weiss and
Navdeep Jaitly and
Zongheng Yang and
Ying Xiao and
Zhifeng Chen and
Samy Bengio and
Quoc V. Le and
Yannis Agiomyrgiannakis and
Rob Clark and
Rif A. Saurous},
editor = {Francisco Lacerda},
title = {Tacotron: Towards End-to-End Speech Synthesis},
booktitle = {Interspeech 2017, 18th Annual Conference of the International Speech
Communication Association, Stockholm, Sweden, August 20-24, 2017},
pages = {4006--4010},
publisher = {{ISCA}},
year = {2017},
url = {https://doi.org/10.21437/Interspeech.2017-1452},
doi = {10.21437/INTERSPEECH.2017-1452},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/WangSSWWJYXCBLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/KhandelwalYY0S17,
author = {Anurag Khandelwal and
Zongheng Yang and
Evan Ye and
Rachit Agarwal and
Ion Stoica},
editor = {Semih Salihoglu and
Wenchao Zhou and
Rada Chirkova and
Jun Yang and
Dan Suciu},
title = {ZipG: {A} Memory-efficient Graph Store for Interactive Queries},
booktitle = {Proceedings of the 2017 {ACM} International Conference on Management
of Data, {SIGMOD} Conference 2017, Chicago, IL, USA, May 14-19, 2017},
pages = {1149--1164},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3035918.3064012},
doi = {10.1145/3035918.3064012},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/KhandelwalYY0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangSSWWJYXCBLA17,
author = {Yuxuan Wang and
R. J. Skerry{-}Ryan and
Daisy Stanton and
Yonghui Wu and
Ron J. Weiss and
Navdeep Jaitly and
Zongheng Yang and
Ying Xiao and
Zhifeng Chen and
Samy Bengio and
Quoc V. Le and
Yannis Agiomyrgiannakis and
Rob Clark and
Rif A. Saurous},
title = {Tacotron: {A} Fully End-to-End Text-To-Speech Synthesis Model},
journal = {CoRR},
volume = {abs/1703.10135},
year = {2017},
url = {http://arxiv.org/abs/1703.10135},
eprinttype = {arXiv},
eprint = {1703.10135},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WangSSWWJYXCBLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-05884,
author = {Jonathan Shen and
Ruoming Pang and
Ron J. Weiss and
Mike Schuster and
Navdeep Jaitly and
Zongheng Yang and
Zhifeng Chen and
Yu Zhang and
Yuxuan Wang and
R. J. Skerry{-}Ryan and
Rif A. Saurous and
Yannis Agiomyrgiannakis and
Yonghui Wu},
title = {Natural {TTS} Synthesis by Conditioning WaveNet on Mel Spectrogram
Predictions},
journal = {CoRR},
volume = {abs/1712.05884},
year = {2017},
url = {http://arxiv.org/abs/1712.05884},
eprinttype = {arXiv},
eprint = {1712.05884},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1712-05884.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nsdi/VenkataramanYFR16,
author = {Shivaram Venkataraman and
Zongheng Yang and
Michael J. Franklin and
Benjamin Recht and
Ion Stoica},
editor = {Katerina J. Argyraki and
Rebecca Isaacs},
title = {Ernest: Efficient Performance Prediction for Large-Scale Advanced
Analytics},
booktitle = {13th {USENIX} Symposium on Networked Systems Design and Implementation,
{NSDI} 2016, Santa Clara, CA, USA, March 16-18, 2016},
pages = {363--378},
publisher = {{USENIX} Association},
year = {2016},
url = {https://www.usenix.org/conference/nsdi16/technical-sessions/presentation/venkataraman},
timestamp = {Tue, 02 Feb 2021 08:05:49 +0100},
biburl = {https://dblp.org/rec/conf/nsdi/VenkataramanYFR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigmod/VenkataramanYLL16,
author = {Shivaram Venkataraman and
Zongheng Yang and
Davies Liu and
Eric Liang and
Hossein Falaki and
Xiangrui Meng and
Reynold Xin and
Ali Ghodsi and
Michael J. Franklin and
Ion Stoica and
Matei Zaharia},
editor = {Fatma {\"{O}}zcan and
Georgia Koutrika and
Sam Madden},
title = {SparkR: Scaling {R} Programs with Spark},
booktitle = {Proceedings of the 2016 International Conference on Management of
Data, {SIGMOD} Conference 2016, San Francisco, CA, USA, June 26 -
July 01, 2016},
pages = {1099--1104},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2882903.2903740},
doi = {10.1145/2882903.2903740},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sigmod/VenkataramanYLL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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