Zongheng Yang

Ph.D

UC Berkeley

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I'm a PhD student in Berkeley's RISELab , where I'm advised by Ion Stoica and collaborate closely with Joe Hellerstein. I research applying advances in deep learning to computer systems.

Papers12 papers

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Qd-tree: Learning Data Layouts for Big Data Analytics

Yang Zongheng,Chandramouli Badrish, Wang Chi,Gehrke Johannes,Li Yinan, Minhas Umar Farooq, Larson Per-Åke,Kossmann Donald, Acharya Rajeev

SIGMOD/PODS '20: International Conference on Management of Data Portland OR ..., pp.193-208, (2020)

EIBibtex

Variable Skipping for Autoregressive Range Density Estimation

Eric Liang,Zongheng Yang,Ion Stoica,Pieter Abbeel,Yan Duan,Peter Chen

ICML, pp.6040-6049, (2020)

EIBibtex

NeuroCard: One Cardinality Estimator for All Tables

Yang Zongheng, Kamsetty Amog, Luan Sifei,Liang Eric, Duan Yan, Chen Xi,Stoica Ion

very large data bases, no. 1 (2020): 61-73

Bibtex

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling

Jonathan Shen,Patrick Nguyen,Yonghui Wu,Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan,Tara N. Sainath,Yuan Cao,Chung-Cheng Chiu, Yanzhang He, Jan Chorowski

arXiv: Learning, (2019)

Cited by37EIBibtex

Deep unsupervised cardinality estimation

Zongheng Yang,Eric Liang, Amog Kamsetty, Chenggang Wu,Yan Duan,Xi Chen,Pieter Abbeel,Joseph M. Hellerstein, Sanjay Krishnan,Ion Stoica

Proceedings of the VLDB Endowment, no. 3 (2019): 279-292

Cited by7EIBibtex

Ray: a distributed framework for emerging AI applications

Philipp Moritz,Robert Nishihara, Stephanie Wang,Alexey Tumanov, Richard Liaw,Eric Liang, Melih Elibol,Zongheng Yang, William Paul,Michael I. Jordan,Ion Stoica

operating systems design and implementation, pp.561-577, (2018)

Cited by182Bibtex

Learning to Optimize Join Queries With Deep Reinforcement Learning

Sanjay Krishnan,Zongheng Yang,Ken Goldberg,Joseph M. Hellerstein,Ion Stoica

arXiv: Databases, (2018)

Cited by63EIBibtex

ZipG: A Memory-efficient Graph Store for Interactive Queries

Anurag Khandelwal,Zongheng Yang, Evan Ye,Rachit Agarwal,Ion Stoica

SIGMOD Conference, pp.1149-1164, (2017)

Cited by18EIBibtex

Tacotron: Towards End-to-End Speech Synthesis

Yuxuan Wang, R. J. Skerry-Ryan,Daisy Stanton,Yonghui Wu,Ron J. Weiss,Navdeep Jaitly,Zongheng Yang, Ying Xiao,Zhifeng Chen,Samy Bengio,Quoc V. Le,Yannis Agiomyrgiannakis

INTERSPEECH, pp.4006-4010, (2017)

Cited by748EIBibtex

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

international conference on acoustics, speech, and signal processing, (2017): 4779-4783

Cited by696EIBibtex

SparkR: Scaling R Programs with Spark

Shivaram Venkataraman,Zongheng Yang,Davies Liu,Eric Liang, Hossein Falaki,Xiangrui Meng,Reynold Xin,Ali Ghodsi,Michael J. Franklin,Ion Stoica,Matei Zaharia

SIGMOD/PODS'16: International Conference on Management of Data San Francisco Califor..., pp.1099-1104, (2016)

Cited by61EIBibtex

Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics

Shivaram Venkataraman,Zongheng Yang,Michael J. Franklin,Benjamin Recht,Ion Stoica

NSDI, pp.363-378, (2016)

Cited by280EIBibtex

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Papers12 papers

Zongheng Yang