Zongheng Yang

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Ion StoicaProfessor of Computer Science, UC BerkeleyVerified email at cs.berkeley.edu
Navdeep JaitlyVerified email at cs.toronto.edu
Yonghui WuGoogle BrainVerified email at google.com
Ron J WeissFacebook Reality LabsVerified email at google.com
Yuxuan WangByteDanceVerified email at cse.ohio-state.edu
Rif A. SaurousGoogleVerified email at google.com
Quoc V. LeResearch Scientist, Google BrainVerified email at stanford.edu
Rob ClarkGoogleVerified email at google.com
Samy BengioSenior Director, AI and Machine Learning Research, AppleVerified email at apple.com
Daisy StantonGoogleVerified email at google.com
Michael FranklinLiew Family Chair of Computer Science, University of ChicagoVerified email at uchicago.edu
Shivaram VenkataramanUniversity of Wisconsin-MadisonVerified email at cs.wisc.edu
Benjamin RechtAssociate Professor of EECS, University of California, BerkeleyVerified email at eecs.berkeley.edu
Xiangrui MengDatabricksVerified email at databricks.com
Reynold XinDatabricksVerified email at databricks.com
Matei ZahariaStanford DAWN Lab and DatabricksVerified email at cs.stanford.edu
Hossein FalakiDatabricks Inc.Verified email at falaki.net
Ali GhodsiProfessor of Statistics and Computer Science, University of WaterlooVerified email at uwaterloo.ca
Rachit AgarwalCornell UniversityVerified email at cs.cornell.edu
Anurag KhandelwalAssistant ProfessorVerified email at yale.edu

Zongheng Yang

UC Berkeley

Verified email at berkeley.edu - Homepage

Distributed Systems Database Systems Machine Learning Deep Learning


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Natural TTS synthesis by conditioning wavenet on mel spectrogram predictions J Shen, R Pang, RJ Weiss, M Schuster, N Jaitly, Z Yang, Z Chen, Y Zhang, ... 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018	2394	2018
Tacotron: Towards end-to-end speech synthesis Y Wang, RJ Skerry-Ryan, D Stanton, Y Wu, RJ Weiss, N Jaitly, Z Yang, ... arXiv preprint arXiv:1703.10135, 2017	1664	2017
Ray: A Distributed Framework for Emerging AI Applications P Moritz, R Nishihara, S Wang, A Tumanov, R Liaw, E Liang, M Elibol, ... 13th USENIX Symposium on Operating Systems Design and Implementation (OSDI 18), 2018	925	2018
Ernest: efficient performance prediction for large-scale advanced analytics S Venkataraman, Z Yang, M Franklin, B Recht, I Stoica 13th USENIX Symposium on Networked Systems Design and Implementation (NSDI …, 2016	531	2016
Learning to Optimize Join Queries With Deep Reinforcement Learning S Krishnan, Z Yang, K Goldberg, J Hellerstein, I Stoica arXiv preprint arXiv:1808.03196, 2018	213	2018
Deep unsupervised cardinality estimation Z Yang, E Liang, A Kamsetty, C Wu, Y Duan, X Chen, P Abbeel, ... Proceedings of the VLDB Endowment 13 (3), 279-292, 2019	176*	2019
Lingvo: a modular and scalable framework for sequence-to-sequence modeling J Shen, P Nguyen, Y Wu, Z Chen, MX Chen, Y Jia, A Kannan, T Sainath, ... arXiv preprint arXiv:1902.08295, 2019	172	2019
SparkR: Scaling R Programs with Spark S Venkataraman, Z Yang, D Liu, E Liang, H Falaki, X Meng, R Xin, ... Proceedings of the 2016 International Conference on Management of Data, 1099 …, 2016	92	2016
NeuroCard: One Cardinality Estimator for All Tables Z Yang, A Kamsetty, S Luan, E Liang, Y Duan, X Chen, I Stoica Proceedings of the VLDB Endowment 14 (1), 61-73, 2021	90	2021
Qd-tree: Learning Data Layouts for Big Data Analytics Z Yang, B Chandramouli, C Wang, J Gehrke, Y Li, UF Minhas, ... SIGMOD 2020, 2020	65	2020
ZipG: A Memory-efficient Graph Store for Interactive Queries A Khandelwal, Z Yang, E Ye, R Agarwal, I Stoica Proceedings of the 2017 ACM International Conference on Management of Data …, 2017	49	2017
Synthesizing speech from text using neural networks Y Wu, J Shen, R Pang, RJ Weiss, M Schuster, N Jaitly, Z Yang, Z Chen, ... US Patent 10,971,170, 2021	23	2021
End-to-end text-to-speech conversion S Bengio, Y Wang, Z Yang, Z Chen, Y Wu, I Agiomyrgiannakis, RJ Weiss, ... US Patent 10,573,293, 2020	15	2020
Balsa: Learning a Query Optimizer Without Expert Demonstrations Z Yang, WL Chiang, S Luan, G Mittal, M Luo, I Stoica SIGMOD 2022, 2022	12	2022
Variable Skipping for Autoregressive Range Density Estimation E Liang, Z Yang, I Stoica, P Abbeel, Y Duan, X Chen ICML 2020, 2020	7	2020
Machine Learning for Query Optimization Z Yang UC Berkeley, 2022		2022
End-to-end text-to-speech conversion S Bengio, Y Wang, Z Yang, Z Chen, Y Wu, I Agiomyrgiannakis, RJ Weiss, ... US Patent 11,107,457, 2021		2021

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